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¡Bienvenido a San Antonio! On behalf of the North American Regional Science Council and the Southern Regional Science Association, we welcome you to San Antonio, Texas and the 65th Annual North American Meetings of the Regional Science Association International. We look forward to some exciting events this year, including Jean-Claude Thill’s RSAI Fellows Lecture on Wednesday, Nov. 7, 6:30-7:30, and Mark Partridge’s Presidential Plenary on Thursday, Nov. 8, 10:30-12:00. The Alonso Prize Lecture, organized by David Plane is, “The New Science of Cities,” presented by Michael Batty on Thursday, Nov. 8 from 12:15 to 1:30. For the Isserman Lecture, chaired by Luc Anselin, Jouke van Dijk will be presenting “Human Capital, Regional Economic Development and Inequality” on Friday, Nov. 9 from 6:15 to 7:15. Bruce Newbold will also be presenting during this year’s Regional Science Policy and Practice Plenary session--his presentation is titled “Immigration In An Age of Populism” and will be on Saturday, Nov. 10, from 2:45 to 4:45. Remember the Alamo! This year San Antonio celebrates its 300th anniversary. The city started with the founding of the San Antonio de Béxar Presidio and Mission San Antonio de Valero (now the Alamo). Be sure and visit the Alamo--literally across the street from the hotel. The hotel is located on the world-famous Riverwalk, full of exciting restaurants, bars, and shops...all just outside your room. Explore amazing history at the Spanish colonial missions around the city, designated as the first UNESCO World Heritage Site in Texas, and enjoy pulse-pounding rides at world-class theme parks like SeaWorld and Six Flags. You can go wine tasting in the Texas Hill Country or visit the nation’s third oldest zoo. When the stars come out, it's time to head to the nightclubs and dance halls. Main Plaza, in the heart of downtown, has live music all year long. Two-step to a country-western band at Cowboys Dance Hall, experience the legendary dueling pianos at Howl at the Moon, or see the city from new heights on Paramour's rooftop. Jazz TX combines the grit of a Texas dance hall, with the upscale class of a jazz club We’ve provided a list of things to do in San Antonio as well as links to tourism information resources in the conference section of the NARSC Website. We hope that you enjoy catching up with old friends and making new acquaintances. Hopefully, these conversations will stimulate new ideas for collaborations …and we can hear about them next year in Pittsburgh, PA! We’d like to extend our special thanks to Neil Reid and Matthew Lehnert for their ongoing support and guidance throughout the planning process. Enjoy the conference and your visit to San Antonio!

Mônica A. Haddad, Program Chair John Sporing, Local Organizer

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Table of Contents

2018 Organizing and Program Committee

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NARSC Directory 5 Past and Future Conferences 7 Instructions to Session Chairs, Presenters, and Discussants

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Conference Highlights and Business Meetings 10 RSAI Fellows Lecture 12 NARSC Presidential Address 13 Alonso Prize Lecture Session Information 14 Journal of Regional Science Plenary Lecture 15 Isserman Lecture 16 Regional Science Policy and Practice Plenary Lecture

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Program-at-a-Glance Detailed Program

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Wednesday 20 Thursday 21 Friday 41 Saturday 66

Participant Index 81 Hyatt Regency San Antonio Floor Plan 95 Sponsors 96

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2018 Organizing and Program Committee

Local Arrangments John Sporing BEA, U.S. Department of

Commerce

Program Chair Mônica Haddad Iowa State University Session Organizers Adam Rose University of Southern California Alan Murray University of California - Santa Barbara Alessandra Faggian Gran Sasso Science Institute Andres Blanco Inter- American Development

Bank Aura Reggiani University of Bologna Bruce Newbold McMaster University Daniel Crown The Ohio State University Danny Czamanski Western Galilee College David McGranahan ERS USDA Dimitra Pyrialakou West Virginia University Edward Coulson University of California - Irvine Eleni Bardaka North Carolina State University Esteban Lopez Universidad Adolfo Ibanez Ferhan Gezici Korten Istanbul Technical University Flavia Chein Federal University of Juiz de Fora Isabelle Nilsson University of North Carolina at

Charlotte Jae Beum Cho Indiana University Jean-Claude Thill University of North Carolina -

Charlotte John Miron University of Toronto Jungyul Sohn Seoul National University Kevin Credit University of Chicago Laurie Schintler George Mason University Luc Anselin University of Chicago M. Giulia Pezzi Gran Sasso Science Institute Mark Brown Statistics Canada Mark Partridge The Ohio State University Neil Reid University of Toledo Ping Zheng Indiana University Rachel Franklin Newcastle University Ran Tao University of South Florida Ran Wei University of California, Riverside Raul Silveira Neto Pimes - UFPE Reza Banai University of Memphis Sara Hamideh Iowa State University Sarah Low University of Missouri - Columbia Shannon Van Zandt Texas A&M University Stephan Weiler Colorado State University Steven Brakman University of Groningen Steven Deller University of Wisconsin-Madison Suzana Dragicevic Simon Fraser University Timothy Slaper Indiana University Tomaz Dentinho University of the Azores

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William Strange University Of Toronto Yasuhide Okuyama University of Kitakyushu Zhaoya Gong University of Birmingham

NARSC Graduate Student Paper Competition

Committee Co-Chairs Jaewon Lim University of Nevada, Las

Vegas Mikaela Backman Jönköping University

Reading Committee Maria Abreu University of Cambridge Patricio Aroca Universidad Adolfo Ibáñez Zhenhua Chen The Ohio State University Christa Court University of Florida Sandy Dall'erba University of Illinois Urbana-

Champaign Luis Armando Galvis-Aponte Banco de la República de

Colombia - CEER Eduardo Haddad University of Sao Paulo Charlie Karlsson Jönköping University Jae Hong Kim University of California Irvine Johan Klaesson Jönköping University Janet Kohlhase University of Houston Esteban Lopez Universidad Adolfo Ibáñez Stuart McIntyre University of Strathclyde Fernando Rubiera Morollón University of Oviedo Annekatrin Niebuhr University of Kiel Pia Nilsson Jönköping University Yasuhide Okuyama University of Kitakyushu Özge Öner University of Cambridge Johanna Palmberg KTH Royal institute of technology David Plane University of Arizona Maria Plotnikova Aberystwyth University Francisco Rowe University of Liverpool Jungyul Sohn Seoul National University Daoqin Tong Arizona State University Alexandra Tsvetkova Ohio State University Jouke van Dijk University of Groningen

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NARSC Directory

Voting Members

Mark Partridge, President, Department of Agriculture, Environmental, and Development Economics, The Ohio State University Mark Brown, Chair and Councilor-at-Large (2016–2018), Economic Analysis Division, Statistics Canada Tony H. Grubesic, Councilor-at-Large (2017-2019), Center for Spatial Reasoning & Policy Analytics College of Public Service & Community Solutions, Arizona State University Cynthia Rogers, Councilor-at-Large (2017-2019), Department of Economics, University of Oklahoma Elizabeth Mack, Councilor-at-Large (2018-2020), Department of Geography, Environment, & Spatial Sciences, Michigan State University Haifeng Qian, Councilor-at-Large (2018-2020), School of Urban & Regional Planning, University of Iowa Bruce Newbold, Canadian RSA, School of Geography & Earth Sciences, McMaster University Katherine Nesse, Mid-Continent RSA, Department of Sociology, Seattle Pacific University Kieran Donaghy, Northeast RSA, Department of City and Regional Planning, Cornell University Thomas Knapp, Southern RSA, Department of Economics, Penn State Wilkes-Barre Jaewon Lim, Western RSA, School of Public Policy & Leadership, University of Nevada, Las Vegas Ex Officio (Non-Voting) Members

Neil Reid, NARSC Executive Director, University of Toledo Tomaz Lopes Cavalheiro Ponce Dentinho, RSAI Executive Director and Editor-in-Chief, Regional Science Policy & Pracyice, Universidade dos Açores Roberta Cappelo, Editor-in-Chief, Papers in Regional Science, Dipartimento di Architettura, Ingegneria delle Costruzioni e Ambiente, Politecnico di Milano

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Peter Stenberg, Immediate Past Chair, UDSA-Economic Research Service 2018 Nominations Committee Mark Brown (Chair), Haifeng Qian, Cynthia Rogers 2018 Honors Committee Alessandra Faggian (Chair), Dan Rickman, Mark Partridge 2018 Ben Stevens Fellowship Committee Antonio Paez (Chair), Elizabeth Mack, Tony Grubesic, Daoqing Tong , Elena Irwin 2018 William Alonso Memorial Prize Committee Janet Kolhase (Chair), David Plane, Gordon Mulligan

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Past and Future Conferences

Detroit, MI December 27–29, 1954 New York, NY December 27–30, 1955 Cleveland, OH December 27–29, 1956 Philadelphia, PA December 28–30, 1957 Chicago, IL December 27–29, 1958 Washington, DC December 27–29, 1959 St. Louis, MO December 28–30, 1960 New York, NY December 27–29, 1961 Pittsburgh, PA December 27–29, 1962 Chicago, IL November 15–17, 1963 Ann Arbor, MI November 13–16, 1964 Philadelphia, PA November 12–14, 1965 Clayton, MO November 4–6, 1966 Cambridge, MA November 3–5, 1967 Cambridge, MA November 8–10, 1968 Santa Monica, CA November 7–9, 1969 Philadelphia, PA November 6–8, 1970 Ann Arbor, MI November 12–14, 1971 Philadelphia, PA November 10–12, 1972 Atlanta, GA November 9–11, 1973 Chicago, IL November 8–10, 1974 Cambridge, MA November 7–9, 1975 Toronto, Ontario November 12–14, 1976 Philadelphia, PA November 11–13, 1977 Chicago, IL November 10–12, 1978 Los Angeles, CA November 9–11, 1979 Milwaukee, WI November 14–16, 1980 Montreal, Quebec November 13–15, 1981 Pittsburgh, PA November 12–14, 1982 Chicago, IL November 11–13, 1983 Denver, CO November 9–11, 1984 Philadelphia, PA November 15–17, 1985 Columbus, OH November 14–16, 1986 Baltimore, MD November 6–8, 1987 Toronto, Ontario November 11–13, 1988 Santa Barbara, CA November 10–12, 1989 Boston, MA November 9–11, 1990 New Orleans, LA November 7–11, 1991 Chicago, IL November 12–14, 1992 Houston, TX November 11–14, 1993 Niagara Falls, Ontario November 17–20, 1994

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Cincinnati, OH November 8–13, 1995

Arlington, VA November 14–17, 1996 Buffalo, NY November 5–9, 1997 Santa Fe, NM November 11–14, 1998 Montreal, Quebec November 11–14, 1999 Chicago, IL November 9–11, 2000 Charleston, SC November 15–17, 2001 San Juan, PR November 14–17, 2002 Philadelphia, PA November 20–23, 2003 Seattle, WA November 11–13, 2004 Las Vegas, NV November 10–12, 2005 Toronto, Ontario November 15–19, 2006 Savannah, GA November 7–11, 2007 New York City, NY November 19–22, 2008 San Francisco, CA November 19–21, 2009 Denver, CO November 10–13, 2010 Miami, FL November 9–12, 2011 Ottawa, Canada November 7–10, 2012 Atlanta, Georgia November 13–16, 2013 Washington, DC November 12–15, 2014 Portland, OR November 11–14, 2015 Minneapolis, MN November 9–12, 2016 Vancouver, Canada November 8–11, 2017 San Antonio, TX November 7–10, 2018 Pittsburgh, PA November 13–16, 2019 San Diego, CA November 11–15, 2020 Denver, CO November 10-13, 2021

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Instructions to Session Chairs, Presenters, and Discussants

1. Please adhere to the times printed in the program. Each session presentation is assigned a specific time. If you have a no-show, use the time for a discussion of the proceeding paper(s) or for a recess. Do not shift papers to fill voids, as individuals may want to attend a particular paper.

2. The majority of sessions have 4 papers. Session Chairs

should allocate 30 minutes to each paper (20 minutes presentation, 5 minutes discussant, and 5 minutes for audience questions/comments). If you five papers in your session allocate the time accordingly.

3. Hold each individual to the time allotted. If a speaker continues after time has expired, rise, ask those present to join you in thanking the speaker, and announce the next presentation. The audience and the other speakers will respect and support your decision.

4. Please be considerate of the next session by ensuring your

session is completed at the appropriate time and that the room is vacated in time for the next session to set up.

5. Each paper is assigned a discussant to review and offer

constructive comments on the paper. There is one discussant for each paper. The discussants for each session are listed in the program. Discussants are listed in sequential order. The first discussant listed is responsible for discussing the first paper presented; the second discussant listed is responsible for discussing the second paper presented etc.

6. The discussant should come prepared to provide

approximately 5 minutes discussion of the paper. Possible speaking points include its merits and questions’ regarding methods, data, or findings – a summary of the paper is neither expected nor appropriate. As a presenter, we ask that you share your paper (or PowerPoint presentation) with your discussant as early as possible, so that the discussant has sufficient time to review it.

7. While each break-out room will be supplied with a

projector and screen it is the responsibility of the session chair to make sure that there is a laptop available for all presenters to use. Session chairs should communicate with other presenters in their session to make sure that someone brings a laptop to the session. Laptops are very expensive to rent and NARSC will not cover the cost of renting laptops from the hotel’s Audio Visual Office.

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Conference Highlights and Business Meetings

Wednesday

GCE Workshop 8:00 AM-5:00 PM | Nueces (pre-registration required)

PySal Workshop 8:00 AM-5:00 PM | Blanco (pre-registration required)

The Regional Science Academy Workshop 8:00 AM-5:00 PM | Llano (no registration required; open to everyone)

Registration 4:00 PM-8:00 PM | Los Rios Foyer

Words of Welcome and RSAI Fellows Plenary 6:30 PM-7:30 PM | Live Oak

NARSC Icebreaker Reception 8:00 PM-9:00 PM | Garden Terrace

Thursday

Registration and Exhibits 7:30 AM-5:30 PM | Los Rios Foyer

NARSC Council Meeting 8:00 AM-10:00 AM | Frio (invitation only)

RSAI Long Range Planning Cmte. Mtg. (Invitation Only) 8:00 AM-10:00 AM | Rio Grande West

PiRS Editorial Board Meeting 8:30 AM-10:00 AM | Medina (invitation only)

NARSC Presidential Plenary 10:30 AM-12:00 PM | Rio Grande Ballroom

Alonso Prize Lecture 12:15 PM-1:30 PM | Rio Grande East

PRSCO Luncheon and Council Meeting 12:30 PM– 2:30 PM | Frio

Panel: Publishing in Regional Science - Advice from the Editors 4:00 PM-6:00 PM | Mesquite (sponsored by Regional Science Policy & Practice)

The Regional Science Academy: Special Academic Session 4:00 PM-6:00 PM | FRIO

Thursday Evening Reception 6:30 PM-8:00 PM | Garden Terrace

Friday

Registration and Exhibits 7:30 AM-5:30 PM | Los Rio Foyer

RSAI Council Meeting 10:30 AM -12:30 PM | Frio (invitation only)

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CRSA Business Meeting 12:30 AM-11:30 PM | Mesquite (invitation only)

SRSA Business Meeting 12:30 PM – 2:00 PM | Frio (invitation only)

RSAI Fellows Luncheon 12:30 PM – 2:30 PM | Q Kitchen (Hyatt Hotel ( invitation only)

Journal of Regional Science Plenary 4:00 PM-6:00 PM | Pecan

Isserman Lecture 6:15 PM–7:15 PM | Rio Grande Center/West (followed by reception for lecture attendees)

Saturday

Registration and Exhibits 7:30 AM-10:00 AM | Los Rios Foyer

RSPP Editorial Board Meeting 10:30 AM-12:30 PM | Medina (invitation only)

NARSC Awards Luncheon 12:30 PM-2:30 PM | Rio Grande Ballroom

Regional Science Policy & Practice Plenary 2:45 PM – 4:45PM | Medina

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Program-at-a-Glance

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Detailed Program

Wednesday, 07 November 8:00 AM-5:00 PM

1. Workshop: PySal Workshop - Pre-Registration Required --Wednesday Nov 7 | 8:00 AM-5:00 PM | BLANCO Chairs: Sergio Rey, University of California - Riverside; WEI KANG, University of California - Riverside 2. Workshop: Regional Science Academy Workshop: Big Data, Artificial Intelligence and Smart Cities - Open to Everyone. No registration required --Wednesday Nov 7 | 8:00 AM-5:00 PM | LLANO Chairs: Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands; Karima Kourtit, JADS (Jheronimus Academy of Data Science), The Netherlands 3. Workshop: CGE Workshop (Pre-registration Required) --Wednesday Nov 7 | 8:00 AM-5:00 PM | NUECES Chairs: John Madden, Victoria University; Elizabeth Roos, Victoria University

4:00 PM-8:00 PM 4. Registration: --Wednesday Nov 7 | 4:00 PM-8:00 PM | LOS RIOS FOYER

6:30 PM-7:30 PM 5. Special Session: Words of Welcome and RSAI Fellows Plenary --Wednesday Nov 7 | 6:30 PM-7:30 PM | LIVE OAK Chair: Mark Partridge, Ohio State University

• Scale in World City Networks Jean-Claude Thill, University of North Carolina - Charlotte

8:00 PM-9:00 PM 6. : NARSC Icebreaker Reception --Wednesday Nov 7 | 8:00 PM-9:00 PM | Garden Terrace

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Thursday, 08 November 7:30 AM-8:30 AM

7. : Coffee --Thursday Nov 8 | 7:30 AM-8:30 AM | RIO GRANDE FOYER

7:30 AM-5:30 PM 8. Registration and Exhibits: --Thursday Nov 8 | 7:30 AM-5:30 PM | LOS RIOS FOYER

8:00 AM-10:00 AM 9. Business Meeting: NARSC Council Meeting (Invitation Only) --Thursday Nov 8 | 8:00 AM-10:00 AM | FRIO Chair: Mark Brown, Statistics Canada 10. Business Meeting: Papers in Regional Science - Editorial Board Meeting --Thursday Nov 8 | 8:00 AM-10:00 AM | MEDINA Chair: Roberta Capello, Politecnico di Milano 11. Business Meeting: RSAI Long Range Planning Committee Meeting --Thursday Nov 8 | 8:00 AM-10:00 AM | RIO GRANDE WEST 12. Formal Paper Session: Health and Human Development --Thursday Nov 8 | 8:00 AM-10:00 AM | BLANCO Chair: Ivan Cavalcanti, Universidade Federal de Pernambuco

• The Effects of Physical and Human Medical Resources on Age-Standardized Mortality Rates in South Korea Insu Chang, Korea Institute for Health and Social Affairs; Brian H.S. Kim, Seoul National University

• The Effect of Rurality of Residential Location on Diagnoses of Chronic Conditions among Older Medicaid Enrollees Bidisha Mandal, Washington State University

• What Women Want: Estimating Gender Differences in the Quality of Life across Cities Curtis Lockwood Reynolds, Kent State University; Amanda Weinstein, University of Akron

• Policies to the Improvement of Public Access to Pharmaceutical Drugs in Brazil: analysis of the

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Generic Drugs act and Compulsory License Ivan Cavalcanti, Universidade Federal de Pernambuco; Rafael Vasconcelos, Pimes - UFPE; Tatiane Menezes, Federal University of Pernambuco Brazil

Discussants: • Bidisha Mandal, Washington State University • Brian H.S. Kim, Seoul National University • Ivan Cavalcanti, Universidade Federal de Pernambuco • Amanda Weinstein, University of Akron 13. Formal Paper Session: Regional and Rural Development I --Thursday Nov 8 | 8:00 AM-10:00 AM | CHULA VISTA Organizers: Jae Beum Cho, Indiana University; Timothy Slaper, Indiana University; Sarah Low, University of Missouri - Columbia; Daniel Crown, The Ohio State University; Stephan Weiler, Colorado State University Chair: Jae Beum Cho, Indiana University

• A Simulation Approach Towards Modeling Structural Change and Optimal Regional Economic Development Jae Beum Cho, Indiana University

• Geographic Differences in Intellectual Property Strategies and Outcomes: Establishment-Level Analysis across the American Settlement Hierarchy Tim Wojan, USDA Economic Research Service; Daniel Crown, The Ohio State University; Anil Rupasingha, USDA Economic Research Service

• Are the Problem Spaces of Economic Actors Increasingly Virtual? What Geo-located Web Activity Might Tell Us about Economic Dynamism Timothy Slaper, Indiana University; Tim Wojan, USDA Economic Research Service; Daniel Crown, The Ohio State University; Peter Lenz, Dstillery

• Regional Economic Composition, Resilience and Vulnerability to Economic Shocks Ping Zheng, Indiana University; Timothy Slaper, Indiana University

Discussants: • Tim Wojan, USDA Economic Research Service • Timothy Slaper, Indiana University • Jae Beum Cho, Indiana University • Daniel Crown, The Ohio State University 14. Formal Paper Session: General Equilibrium I --Thursday Nov 8 | 8:00 AM-10:00 AM | DIRECTORS Chair: Eduardo Haddad, FEA-USP

• Latin America and China: Mutual Benefits or Dependency? An Approach of computable general equilibrium for selected countries Damares Afonso, Federal University of Juiz de Fora; Suzana

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Quinet Andrade Bastos, Federal University of Juiz de Fora; Fernando Perobelli, Federal University of Juiz de Fora

• Pricing urban transport in the Greater Paris Metropolitan Area: A general equilibrium analysis Alex Anas, SUNY - Buffalo; Huibin Chang, Dongbei University of Finance and Economics

• Constructing a regional Computable General Equilibrium (CGE) model and database for South Africa Elizabeth Roos, Victoria University; Philip Adams, Victoria University

• On the Numerical Structure of Local and Nationwide Government Spending Multipliers: What Can We Learn from the Greek Crisis? Eduardo Haddad, FEA-USP; Vinicius de Almeida Vale, Federal University of Parana; Natalia Quiroga Cotarelli, University of São Paulo

Discussants: • Huibin Chang, Dongbei University of Finance and Economics • Damares Afonso, Federal University of Juiz de Fora • Eduardo Haddad, FEA-USP • Elizabeth Roos, Victoria University 15. Formal Paper Session: Development and Local Public Finance --Thursday Nov 8 | 8:00 AM-10:00 AM | LIVE OAK Chair: Juan Carlos Lopez, University of Denver

• Can further be better? Polish administrative reform and its implications for regional development. Michal Myck, Centre for Economic Analysis; Mateusz Najsztub, Centre for Economic Analysis, CenEA

• Fiscal Subnational Laziness : An Empirical Evaluation for Colombia Jaime Bonet, Banco de la Republica; Diana Ricculli, Banco de la Republica; Javier Perez, Banco de la Republica (The Central Bank of Colombia)

• The impacts of economic development incentives in the Great Lakes region. Joshua Drucker, University of Illinois at Chicago; Rachel Weber, University of Illinois - Chicago; Geon Kim, University of Illinois - Chicago

• State Taxes, Public Good Provision and Firm Location in a Monopolistic Competition Model with Variable Labor Supply Juan Carlos Lopez, University of Denver

Discussants: • Javier Perez, Banco de la Republica (The Central Bank of Colombia) • Michal Myck, Centre for Economic Analysis • Juan Carlos Lopez, University of Denver • Joshua Drucker, University of Illinois at Chicago

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16. Formal Paper Session: Innovation in Economic Development --Thursday Nov 8 | 8:00 AM-10:00 AM | LLANO Chair: Carlos Azzoni, University of Sao Paulo

• Happiness and Innovation in U.S. Counties David Fleming, CSIRO; Stephan Goetz, Pennsylvania State University; Yicheol Han, Pennsylvania State University

• The Role of Techno Parks on Regional Innovation in Turkey Ferhan Gezici Korten, Istanbul Technical University; Burcu Müderrisoglu, Ondokuz Mayis University; Güliz Salihoglu, Gebze Technical University; Gülay Basarir, Mimar Sinan Fine Arts University

• Energy Implications of Urban Land Use and Transportation Policies in Brazil Gervasio Santos, Federal University of Bahia; Andressa Proque, Federal University of Juiz de Fora

• Worker and firm heterogeneity, agglomeration and wages in Brazil Carlos Azzoni, University of Sao Paulo; Diana Silva, Federal University of Bahia

Discussants: • Ferhan Gezici Korten, Istanbul Technical University • David Fleming, CSIRO • Carlos Azzoni, University of Sao Paulo • Gervasio Santos, Federal University of Bahia 17. Formal Paper Session: Public Policies and Distortions --Thursday Nov 8 | 8:00 AM-10:00 AM | MESQUITE Chair: Michiel Gerritse, Erasmus University Rotterdam

• Can Bureaucrats Manipulate Policy Outcomes? Steven Craig, University of Houston; Edward Hoang, University of Colorado - Colorado Springs; Janet E. Kohlhase, University of Houston

• Voice, Exit and Yardstick Competition in Local Public Goods Provision Yasuyuki Nishigaki, Ryukoku University

• Spatial labor market distortions of public expenditure Michiel Gerritse, Erasmus University Rotterdam

• DROUGHT, DOMESTIC TRADE AND AGRICULTURAL PROFIT: THEORY AND EVIDENCE Sandy Dall'Erba, University of Illinois - Urbana-Champaign; Zhangliang Chen, University of Illinois at Urbana Champaign

Discussants: • Michiel Gerritse, Erasmus University Rotterdam • Janet Kohlhase, University of Houston • Zhangliang Chen, University of Illinois at Urbana Champaign

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• Yasuyuki Nishigaki, Ryukoku University 18. Formal Paper Session: Development and the Environment I --Thursday Nov 8 | 8:00 AM-10:00 AM | NUECES Chair: Will Georgic, Ohio State University

• Sprawling versus Compact: The Effects of Residential Development Pattern on Air Quality Jae-Wan Ahn, Ohio State University

• Who pollutes for who? Estimating CO2 Emissions Embodied in the U.S. Inter-State Trade Da Fei, Rutgers, the State University of New Jersey

• Simulation Analysis of the Environmental Policy Evaluation and Regional Economy in the Mikawa Bay Basin Katsuhiro Sakurai, Rissho University; Hiroyuki SHIBUSAWA, Toyohashi University of Technology

• A Flood of Construction: Considering the National Impact of Flood Risk Reduction from Levees on Residential Development Will Georgic, Ohio State University; H. Allen Klaiber, Ohio State University

Discussants: • Will Georgic, Ohio State University • Jae-Wan Ahn, Ohio State University • Da Fei, Rutgers, the State University of New Jersey • Katsuhiro Sakurai, Rissho University 19. Formal Paper Session: Economic Development I --Thursday Nov 8 | 8:00 AM-10:00 AM | PECAN Chair: Robert Beyer, World Bank

• Social movements and economic development in the Colombian Pacific coast Jaime Bonet, Banco de la Republica; Yuri Reina, Banco de la Republica; Diana Ricculli, Banco de la Republica

• Manufacturing corporate R&D investment, economic growth and industrial structure -- based on a dynamic CGE model in China Qinyue Zheng, Chinese Academy of Sciences; Zheng Wang, Chinese Academy of Sciences

• Innovation Space Location Choice in Beijing: The Role of Within-city Entrepreneurial Ecosystem Rui Du,; Siqi Zheng, Massachusetts Institute of Technology

• MEASURING DISTRICTS' MONTHLY ECONOMIC ACTIVITY FROM OUTER SPACE Robert Beyer, World Bank; Esha Chhabra, World Bank; Virgilio Galdo, World Bank; Martin Rama, World Bank

Discussants: • Qinyue Zheng, Chinese Academy of Sciences • Jaime Bonet, Banco de la Republica

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• Robert Beyer, World Bank • Rui Du, 20. Formal Paper Session: Rural Development --Thursday Nov 8 | 8:00 AM-10:00 AM | PECOS Chair: Xiuli LIU, Academy of Mathematics and Systems Science

• Rural and agricultural development by land consolidation: a spatial production analysis of Asturias´ parishes Inmaculada Alvarez, Universidad Autónoma de Madrid; Luis Orea, University of Oviedo; Jose A. Perez, University of Oviedo

• Efficiency, effectiveness, and management characteristics of rural bus services in the US: A semiparametric approach Miwa Matsuo, Kobe University

• New Technological Knowledge, Rural and Urban Agriculture, and Steady State Economic Growth Amit Batabyal, Rochester Institute Of Technology; Karima Kourtit, JADS (Jheronimus Academy of Data Science), The Netherlands; Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands

• Evaluating impacts of the three element structure change of population in urban and rural areas on economic development in China Xiuli LIU, Academy of Mathematics and Systems Science; Xin Xiang, Academy of Mathematics and systems Science

Discussants: • Xiuli LIU, Academy of Mathematics and Systems Science • Amit Batabyal, Rochester Institute Of Technology • Inmaculada Alvarez, Universidad Autónoma de Madrid • Miwa Matsuo, Kobe University 21. Formal Paper Session: Spatial Econometric Models I --Thursday Nov 8 | 8:00 AM-10:00 AM | RIO GRANDE EAST Chair: Giuseppe Arbia, Università Cattolica del Sacro Cuore, Roma.

• Estimating spatial microeconometric models in the presence of uncertain individuals' location Giuseppe Arbia, Università Cattolica del Sacro Cuore, Roma.; Giuseppe Espa, university of Trento; Diego Giuliani, University of Trento; Flavio Santi, University of Trento; Maria Michela Dickson, University of Padua

• Sensitivity of spatial econometric flow models to different specifications Luc Anselin, University of Chicago; Patricio Aroca, Adolfo Ibáñez

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University; Coro Chasco, Universidad Autonoma de Madrid

• Heteroscedasticity Consistent Empirical Bayes Estimator: Areal Prevalence Rate and Spatial Autocorrelation Statistics for High Uncertainty in Denominator Data Paul Jung, University of North Carolina at Charlotte; Jean-Claude Thill, University of North Carolina - Charlotte; Michele Issel, University of North Carolina - Charlotte

• Drug-Related Violence and Labor Productivity: A Spatial Panel Data Analysis David Saucedo De La Fuente, The University of Texas at Dallas

Discussants: • Paul Jung, University of North Carolina at Charlotte • Giuseppe Arbia, Università Cattolica del Sacro Cuore, Roma. • David Saucedo De La Fuente, The University of Texas at Dallas • Coro Chasco, Universidad Autonoma de Madrid

10:00 AM-10:30 AM

22. : Coffee Break --Thursday Nov 8 | 10:00 AM-10:30 AM | RIO GRANDE FOYER

10:30 AM-12:00 PM 23. : NARSC Presidential Plenary Session --Thursday Nov 8 | 10:30 AM-12:00 PM | RIO GRANDE BLLRM Chair: Neil Reid, Univ. Of Toledo

• Rural Communities in an Urbanizing World: Will they survive? Should Urban America care? Mark Partridge, Ohio State University

12:15 PM-1:30 PM

24. Special Session: Alonso Prize Lecture --Thursday Nov 8 | 12:15 PM-1:30 PM | RIO GRANDE EAST Organizer: David Plane, University of Arizona Chair: David Plane, University of Arizona

• The New Science of Cities Michael Batty, University College London

12:30 PM-1:30 PM 25. : Lunch (On your Own) --Thursday Nov 8 | 12:30 PM-1:30 PM |

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12:30 PM-2:30 PM 26. : PRSCO Luncheon and Council Meeting --Thursday Nov 8 | 12:30 PM-2:30 PM | FRIO

1:30 PM-3:30 PM 27. Formal Paper Session: NE-1749: Rural Health, Outcomes and Issues --Thursday Nov 8 | 1:30 PM-3:30 PM | BLANCO Organizer: Steven Deller, University of Wisconsin-Madison Chair: Devon Meadowcroft, Oklahoma State University

• American Life Expectancy: Geographic Inequality and Temporal Change Elizabeth Dobis, Pennsylvania State University; Stephan Goetz, Pennsylvania State University; Mark Skidmore, Michigan State University; Heather Stephens, West Virginia University

• Rural Health and Worker Productivity: Does Lack of Access Harm Rural Economies Through Reduced Worker Productivity? Steven Deller, University of Wisconsin-Madison; Matt Kures, University of Wisconsin - Madison

• Shale Boom, Drug Bust: Did the Oil and Gas Boom Dampen or Exacerbate the Opioid Epidemic in Rural American Communities Michael Betz,; Lauren Jones, Ohio State University

• Do Rural Opioid Treatment Program (OTP) Facilities Reduce Opioid Deaths? Devon Meadowcroft, Oklahoma State University; Brian Whitacre, Oklahoma State University

Discussants: • Steven Deller, University of Wisconsin-Madison • Devon Meadowcroft, Oklahoma State University • Elizabeth Dobis, Pennsylvania State University • Michael Betz, 28. Formal Paper Session: Regional and Rural Development II --Thursday Nov 8 | 1:30 PM-3:30 PM | CHULA VISTA Organizers: Ping Zheng, Indiana University; Timothy Slaper, Indiana University; Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Ping Zheng, Indiana University

• A Principal Component Regression Approach to Assessing Industrial Structure and Regional Characteristics for U.S. Counties Timothy Slaper, Indiana University; Chi Nguyen, Indiana University

• Regional Psychosocial Characteristics of Economic Activity Josh Shapiro, University of California - San Diego; Mary Walshok, University of California - San

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Diego; Raphael Cuomo, University of California - San Diego; Timothy Slaper, Indiana University

• Industry agglomeration and employment growth: A quantile regression analysis Zheng Tian, Pennsylvania State University; Stephan Goetz, Pennsylvania State University; Timothy Slaper, Indiana University

• The Structure of Regional Entrepreneurial Networks on Social Media: Evolving Well-Being and Confidence Johan Bollen, Indiana University; Elham Jafari, Indiana University; Krishna Bathina, Indiana University; Timothy Slaper, Indiana University

Discussants: • Zheng Tian, Pennsylvania State University • Johan Bollen, Indiana University • Josh Shapiro, University of California - San Diego • Ping Zheng, Indiana University 29. Formal Paper Session: General Equilibrium II --Thursday Nov 8 | 1:30 PM-3:30 PM | DIRECTORS Chair: Debora Freire, Federal University of Minas Gerais - Brazil

• ACCESSIBILITY IN THE REGIONAL CGE FRAMEWORK -- THE EFFECTS OF BIG TRANSPORT INFRASTRUCTURE INVESTMENT IN POLAND Bartlomiej Rokicki, University of Warsaw; Marcin Stepniak, Complutense University of Madrid; Eduardo Haddad, FEA-USP; Jonathan Mark Horridge, University of Victoria

• The Effect of Oil Price Volatility on Macroeconomics in Various Regions of the World: An Dynamic CGE Model Based Analysis Wenjun Geng, Henan University

• Structural impacts of a cash transfer program: an application of a SAM based CGE model for Brazil Debora Freire, FEDERAL UNIVERSITY OF MINAS GERAIS - BRAZIL; Edson Domingues, Cedeplar; Gustavo Britto, Cedeplar

• Impact Assessment of Scenarios of Interregional Transfers in Colombia Eduardo Haddad, FEA-USP; Luis Galvis, Banco de la Republica - Colombia; Inacio Fernandes de Araujo Junior, Federal University of Juiz de Fora; Vinicius de Almeida Vale, Federal University of Parana

Discussants: • Wenjun Geng, Henan University • Bartlomiej Rokicki, University of Warsaw • Luis Galvis, Banco de la Republica - Colombia • Debora Freire, FEDERAL UNIVERSITY OF MINAS GERAIS - BRAZIL

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30. Formal Paper Session: Socioeconomic impacts of transportation investments: Causal identification and spatial considerations --Thursday Nov 8 | 1:30 PM-3:30 PM | LIVE OAK Organizers: Eleni Bardaka, North Carolina State University; Dimitra Pyrialakou, West Virginia University Chair: Yue Ke, Purdue University

• Social change, transportation, and urban amenities: An exploration of the Seattle, WA region using geographically-weighted principal components analysis Jonah White, Michigan State University; Kevin Credit, University of Chicago

• Public transportation system, citizen mobility, and urban location Miquel-Angel Garcia-Lopez, Universitat Autonoma de Barcelona; Rosella Nicolini, Universitat Autonoma de Barcelona; Jose Luis Roig, Univesitat Autonoma de Barcelona

• Investigating the Spatial Distribution of Causal Impacts of Beltway Development on Property Prices in North Carolina John Murray, North Carolina State University; Eleni Bardaka, North Carolina State University

• A meta-analysis of light rail transit's effects on nearby single-family residential land values in the United State Yue Ke, Purdue University; Konstantina Gkritza, Purdue University

Discussants: • Eleni Bardaka, North Carolina State University • Kevin Credit, University of Chicago • Yue Ke, Purdue University • Rosella Nicolini, Universitat Autonoma de Barcelona 31. Formal Paper Session: Human Capital and Labor Market Outcomes --Thursday Nov 8 | 1:30 PM-3:30 PM | LLANO Organizers: Flavia Chein, Federal University of Juiz de Fora Chair: Andrew Crawley, University of Maine

• Long-term Effects of Malaria on the educational outcomes in the Brazilian Amazon region Maria Izabel Mendes, Federal University of Juiz de Fora; Flavia Chein, Federal University of Juiz de Fora; Luciana Soares Luz do Amaral, Federal University of Minas Gerais

• HUMAN CAPITAL AND INNOVATION: An analysis for countries at different levels of technological development (2000/2012) Suzana Quinet Andrade Bastos, Federal University of Juiz de Fora; Fabio Gama, Federal University of Juiz de Fora; Guilherme Silva Cardoso, Federal University of Minas Gerais

• Innovative new firms and human capital spillovers--a microgeographic analysis Charlie Karlsson,

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Jonkoping International Business School; Johan P Larsson,; Lucia Naldi,; Hans Westlund,

• Push or Pull, Do Labor Market Conditions Drive New Firm Formation? Andrew Crawley, University of Maine; Angela Hallowell, University of Maine

Discussants: • Suzana Quinet Bastos, Federal University of Juiz de Fora • Maria Izabel Mendes, Federal University of Juiz de Fora • Andrew Crawley, University of Maine • Charlie Karlsson, Jonkoping International Business School 32. Formal Paper Session: Session I: Entropy, Complexity and Spatial Dynamics: A Rebirth of Theory? --Thursday Nov 8 | 1:30 PM-3:30 PM | MEDINA Organizers: Aura Reggiani, University of Bologna; Laurie Schintler, George Mason University; Danny Czamanski, Western Galilee College; Laurie Schintler, George Mason University; Reza Banai, University of Memphis Chair: Laurie Schintler, George Mason University

• Modeling the Hierarchy of Central Places: the Case of Sweden John Osth, Uppsala University; Aura Reggiani, University of Bologna; Laurie Schintler, George Mason University

• The Urban World In a Nutshell - Gravitational Forces Among Global Cities Michal Dziechielski, Jheronimus Academy of Data Science; Karima Kourtit, JADS (Jheronimus Academy of Data Science), The Netherlands; Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands; Waldemar Ratajczak, Adam Mickiewicz University

• A Moran eigenvector spatial filtering specification of spatial entropy Daniel Griffith, University of Texas - Dallas; Yongwan Chun, Universeity of Texas at Dallas

• Urban Systems Entropy and Ecological Fallacy Reza Banai, University of Memphis

Discussants: • Daniel Griffith, University of Texas - Dallas • Laurie Schintler, George Mason University • Reza Banai, University of Memphis • Karima Kourtit, JADS (Jheronimus Academy of Data Science), The Netherlands 33. Formal Paper Session: Challenges of Primate and Second-Tier Cities of Developing Countries in the Changing Economic Geography of Globalization --Thursday Nov 8 | 1:30 PM-3:30 PM | MESQUITE Organizers: Ferhan Gezici Korten, Istanbul Technical University; Jungyul Sohn, Seoul National University Chair: Ferhan Gezici Korten, Istanbul Technical University

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• An Assessment of Second-Tier Cities and Their Potentials within the Urban System of Turkey Ferhan Gezici Korten, Istanbul Technical University; Büsra Gezer, Yildiz Technical University

• Challenges of Primate Cities in Indonesia: Legal Issues on Infrastructure Development to realize integrated connectivity and integrated in the urban areas Maret Priyanta, Faculty of Law Universitas Padjadjaran; Nadia Astriani, Faculty of Law Universitas Padjadjaran; Ida Nurlinda, Faculty of Law Universitas Padjadjaran

• Labor sophistication in cities at different hierarchical positions in Brazil Carlos Azzoni, University of Sao Paulo; Henrique Ribas, University of São Paulo

• Can Second-Tier Cities Borrow the Size from First-Tier Cities? Evidences from Korea Kyusang Kwon, Korea Research Institute for Human Settlements; Jungyul Sohn, Seoul National University

Discussants: • Jungyul Sohn, Seoul National University • Ferhan Gezici Korten, Istanbul Technical University • Maret Priyanta, Faculty of Law Universitas Padjadjaran • Carlos Azzoni, University of Sao Paulo 34. Formal Paper Session: Development and the Environment II --Thursday Nov 8 | 1:30 PM-3:30 PM | NUECES Chair: Andre Chagas, University of Sao Paulo, Brazil

• On the Evaluation of Heterogeneous Climate Change Impacts on U.S. Agriculture: Will group membership dictate the value? Chang Cai, University of Illinois at Urbana-Champaign; Sandy Dall'Erba, University of Illinois - Urbana-Champaign

• Elysium or Pollution Heaven? Evaluating the Environmental Effects of Industrial Park in China Yue Hua, Hunan University; Weizeng Sun, Central University of Finance and Economics

• Public Perceptions, Knowledge and Understanding of Groundwater -- A Texas Survey Joni Charles, Texas State University

• A Study On Environmental Violations For Brazilian Municipalities: A Limited Information Maximum Likelihood Approach To Spatial Dynamic Panel Andre Luis Squarize Chagas, University of Sao Paulo, Brazil; Júlia Gallego Ziero Uhr, UFPel; Daniel de Abreu Pereira Uhr, UFPel

Discussants: • Yue Hua, Hunan University • Chang Cai, University of Illinois at Urbana-Champaign • Andre Chagas, University of Sao Paulo, Brazil

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• Joni Charles, Texas State University 35. Formal Paper Session: Economic Development II --Thursday Nov 8 | 1:30 PM-3:30 PM | PECAN Chair: Ticiana Grecco Zanon Moura, Universidad de Oviedo

• Household Broadband Technology Adoption across Rural-Urban Space Peter Stenberg, Economic Research Service - USDA

• Spatial Proximity and the Role of Institutions Michael Carroll, University of North Texas

• Entrepreneurial Women in the Great Recession and in the Recovery Nadia Greenhalgh-Stanley, Kent State University; Shawn Rohlin, Kent State University; Amanda Weinstein, University of Akron

• The impact of endogenous and exogenous spatial interactions on the inland distribution of maritime flows Ticiana Grecco Zanon Moura, Universidad de Oviedo; Zhangliang Chen, University of Illinois at Urbana Champaign; Lorena García Alonso, Universidad de Oviedo

Discussants: • Michael Carroll, University of North Texas • Peter Stenberg, Economic Research Service - USDA • Zhangliang Chen, University of Illinois at Urbana Champaign • Amanda Weinstein, University of Akron 36. Formal Paper Session: Locational Theory --Thursday Nov 8 | 1:30 PM-3:30 PM | PECOS Chair: Carles Mendez-Ortega, Universitat Rovira i Virgili

• Does history matter for choosing your neighbors? Evidence from Canadian cities. Oualid Moussouni, ESG-UQAM; Kristian Behrens, University of Quebec - Montreal

• Determinants of Entrepreneurship/Self-employment in Europe: Individual Characteristics vs. Firm Location Diana Gutierrez Posada, Aberystwyth University; Maria Plotnikova, Aberystwyth University

• Place the 'Candy' and 'Crush' it: Entry determinants of the Software and Videogames firms in Barcelona Carles Mendez-Ortega, Universitat Rovira i Virgili

Discussants: • Carles Mendez-Ortega, Universitat Rovira i Virgili • Oualid Moussouni, ESG-UQAM • Diana Gutierrez Posada, Aberystwyth University

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37. Formal Paper Session: Spatial Econometric Models II --Thursday Nov 8 | 1:30 PM-3:30 PM | RIO GRANDE EAST Chair: Andrea Caragliu, Politecnico di Milano

• Geospatial modeling of microcephaly and Zika virus spread patterns in Brazil Pedro Amaral, Universidade Federal de Minas Gerais; Lucas Carvalho, Federal University of Minas Gerais; Thiago Rocha, Federal University of Minas Gerais; Núbia Silva, Federal University of Minas Gerais; João Vissoci, Duke University

• Spatial dynamic panel models for large samples James LeSage, Texas State University; Colin Vance, RWI Essen; Yao-Yu Chih, Texas State University

• The Relation of Devolution and Economic Growth of Brazilian Municipalities Tatiane Menezes, Federal University of Pernambuco Brazil; José Rodolfo Fiori, London School of Economics

• Merging macroeconomic and territorial determinants of regional growth: The MASST4 model Roberta Capello, Politecnico di Milano; Andrea Caragliu, Politecnico di Milano

Discussants: • Tatiane Menezes, Federal University of Pernambuco Brazil • Pedro Amaral, Universidade Federal de Minas Gerais • Andrea Caragliu, Politecnico di Milano • Yao-Yu Chih, Texas State University

3:30 PM-4:00 PM 38. : Coffee Break --Thursday Nov 8 | 3:30 PM-4:00 PM | RIO GRANDE FOYER

4:00 PM-6:00 PM 39. : The Regional Science Academy: Special Academic Session --Thursday Nov 8 | 4:00 PM-6:00 PM | FRIO The Regional Science Academy (TRSA) Lecture Series: "The Voices of the Regional Science Academy" - Daniel Griffiths -- From Spatial Analysis to Geospatial Science: What is Next? - Peter Nijkamp & Karima Kourtit -- Great Places and Happy People - Genevive Giuliano -- Freight Flows and Urban Structure Signatures of Regional Science II The Regional Science Academy - Ex Libris Session ( Responses to the question: Which 2 or 3 Regional Science publications have been essential for your career, and why ? - Danny Czamanski - Alan Murray -- Signatures of Regional Science III - Great Minds presentation -- Kingsley Haynes on Brian Berry and his scholarship Closing and Way Forward

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Chair: Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands 40. Special Session: Publishing in Regional Science - Advice from the Editors --Thursday Nov 8 | 4:00 PM-6:00 PM | MESQUITE Organizers: Neil Reid, Univ. Of Toledo; Tomaz Dentinho, University of the Azores Chair: Neil Reid, Univ. Of Toledo Discussants: • Tomaz Dentinho, University of the Azores • Peter Batey, University of Liverpool • Roberta Capello, Politecnico di Milano • Dan Rickman, Oklahoma State University 41. Formal Paper Session: NE-1749: Rural Health, Health Care Services --Thursday Nov 8 | 4:00 PM-6:00 PM | BLANCO Organizer: Steven Deller, University of Wisconsin-Madison Chair: Alison Davis, University of Kentucky

• Lucrative Services, Critical Services, and the Games Rural Critical Care Hospitals Must Play. Philip Watson, University of Idaho; Alex Maas, University of Idaho; Beau Barnes, Washington State University

• A Study of Spatial Differentiation in Online Personal Health Realization. Peter Stenberg, USDA Economic Research Service

• The Nexus between Rural Health and Transportation: Current Trends and Future Directions. Lisa Lorena Losada Rojas, Purdue University; Konstantina Gkritza, Purdue University

• EMS Response Times when a Hospital Closes. Alison Davis, University of Kentucky; SuZanne Troske, University of Kentucky

Discussants: • Konstantina Gkritza, Purdue University • Philip Watson, University of Idaho • Alison Davis, University of Kentucky • Peter Stenberg, USDA Economic Research Service 42. Formal Paper Session: Regional and Rural Development III: Small Business Dynamics and Development --Thursday Nov 8 | 4:00 PM-6:00 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Andrew Mueller, Denver University

• Sources of Growth for High Wage Producer Services Eric Thompson, University of Nebraska -

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Lincoln; Kalana Jayanetti, University of Nebraska - Lincoln

• The Local Food Scene: How Place-Based Factors Influence the Existence, Location, and Dynamics of Food Manufacturing Establishments and Employment Sarah Low, University of Missouri - Columbia; Dawn Thilmany, Colorado State University; Marcelo Castillo, USDA Economic Research Service

• Escaping the Prisoner's Dilemma of Overwork: Self Employment as an Alternative to Unsatisfactory Work Hours Nicholas Kacher, Colorado State University

• Brownfield Development: Uncertainty, Asymmetric Information, and Investor Requirements Andrew Mueller, Denver University; Michael Trouw, Colorado State University; Stephan Weiler, Colorado State University

Discussants: • Tessa Conroy, University of Wisconsin - Madison • Eric Thompson, University of Nebraska - Lincoln • Dawn Thilmany, Colorado State University • Sarah Low, University of Missouri - Columbia 43. Formal Paper Session: Location Modeling --Thursday Nov 8 | 4:00 PM-6:00 PM | DIRECTORS Chair: Zhengyu Cai, Southwestern University of Finance and Economics

• High Resolution Demographic Forecasting: The Convergence of Socioeconomic and Remote Sensing Data for Small Area Forecasting Mark Folden, North Central Texas Council of Governments

• The Magnification of a Lagging Region's Initial Economic Disadvantages on the Balanced Growth Path Amit Batabyal, Rochester Institute Of Technology; Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands

• Reference-Dependent Preference, Agglomeration and Migration: Theoretical Model and Some Evidence Kiyoshi Yonemoto, Takasaki City University of Economics

• Imperfect Mobility Zhengyu Cai, Southwestern University of Finance and Economics

Discussants: • Zhengyu Cai, Southwestern University of Finance and Economics • Mark Folden, North Central Texas Council of Governments • Amit Batabyal, Rochester Institute Of Technology • Kiyoshi Yonemoto, Takasaki City University of Economics

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44. Formal Paper Session: Access to Opportunities and Transportation Networks: Policy and Planning Considerations and Evidence from Case Studies --Thursday Nov 8 | 4:00 PM-6:00 PM | LIVE OAK Organizers: V. Dimitra Pyrialakou, West Virginia University; Eleni Bardaka, North Carolina State University Chair: Samira Barzin, University of Groningen

• The impact of transit service cessation and reintroduction on residential income segregation: The case of Clayton County Levon Mikaelian, Florida State University

• Spatial Distributions of Job Accessibility, Housing Rents, and Poverty in Nairobi, Kenya Shohei Nakamura, World Bank; Paolo Avner, World Bank

• Is rural transit for older Americans a policy priority? Why or why not? Rebekka Dudensing, Texas A&M AgriLife Extension Service; James Mjelde, Texas A&M University

• Roads and Productivity: The Geographical Effects of Transportation Infrastructure on Firms Productivity Patterns across East and West Germany Samira Barzin, University of Groningen; Daniel Graham, Imperial College London; Sabine D'Costa, University of Westminster

Discussants: • Rebekka Dudensing, Texas A&M AgriLife Extension Service • Levon Mikaelian, Florida State University • Shohei Nakamura, World Bank • V. Dimitra Pyrialakou, West Virginia University 45. Formal Paper Session: Entrepreneurial Innovation --Thursday Nov 8 | 4:00 PM-6:00 PM | LLANO Chair: Tetsu Kawakami, Kindai University

• The Incremental Value of Urban Innovation Ecosystems: a Spatial Autoregressive Approach to Valuing Coworking Space Andrea Chegut, Massachusetts Institute of Technology; Dennis Frenchman, Massachusetts Institute of Technology

• The structure of the knowledge network: An exploratory study of the Japanese auto-parts product space Tetsu Kawakami, Kindai University; Eri Yamada, Nagoya City University; Jiro Nemoto, Nagoya University

• The Impacts of Government Economic Development Incentives on Entrepreneurship Haifeng Qian, University of Iowa; Phuong Nguyen-Hoang, University of Iowa

• Individual and Family Predictors of Self-Employment as a Sustainable Career for Millennials Serge da Motta Veiga, American

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University; Maria Figueroa-Armijos, American University

Discussants: • Haifeng Qian, University of Iowa • Andrea Chegut, Massachusetts Institute of Technology • Maria Figueroa-Armijos, American University • Tetsu Kawakami, Kindai University 46. Formal Paper Session: Session II: Entropy, Complexity and Spatial Dynamics: A Rebirth of Theory? --Thursday Nov 8 | 4:00 PM-6:00 PM | MEDINA Organizers: Aura Reggiani, University of Bologna; Laurie Schintler, George Mason University; Danny Czamanski, Western Galilee College Chair: Laurie Schintler, George Mason University

• Gravitational Analysis in Regional Science and Spatial Economics: Review and Robustness Analysis Waldemar Ratajczak, Adam Mickiewicz University; Peter Nijkamp, JADS (Jheronimus Academy of Data Science), The Netherlands; Karima Kourtit, JADS (Jheronimus Academy of Data Science), The Netherlands; Michal Michal Dziechielski, Adam Mickiewicz University

• Gravitational Waves and Black Holes David Boyce, Northwestern University

• Modeling the Response of Transportation Systems to Vehicular Crashes Timothy Matisziw, University of Missouri

• Spatial Evolution of Industries Modelled by Cellular Automata Martin Zoricak, Technical university of Kossice; Vladimir Gazda, Technical university of Kosice; Oto Hudec, Technical University of KoÅ¡ice; Denis Horvath, P. J. Safaarik University

Discussants: • Timothy Matisziw, University of Missouri • Waldemar Ratajczak, Adam Mickiewicz University • Martin Zoricak, Technical university of Kossice • David Boyce, Northwestern University 47. Formal Paper Session: Development and the Environment III --Thursday Nov 8 | 4:00 PM-6:00 PM | NUECES Chair: Zhangliang Chen, University of Illinois at Urbana Champaign

• City Size and Local Air Quality: Evidence from Chinese Cities Yan Cen, Northeast Normal University; Matthew Cole, University of Birmingham; Robert Elliott, University of Birmingham

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• Effects of City Parks on Cardiovascular Mortality Rates Jae-Wan Ahn, Ohio State University

• Large-Scale Blight: Neglected Options for Sustainable Urban Revitalization Reza Banai, University of Memphis; Lilien Ploderer, University of Memphis

• Do crop insurance programs preclude their recipients from adapting to new climate conditions? Zhangliang Chen, University of Illinois at Urbana Champaign

Discussants: • Jae-Wan Ahn, Ohio State University • Yan Cen, Northeast Normal University • Zhangliang Chen, University of Illinois at Urbana Champaign • Reza Banai, University of Memphis 48. Formal Paper Session: Economic Development III --Thursday Nov 8 | 4:00 PM-6:00 PM | PECAN Chair: Ryan Swisher, United States Military Academy, West Point

• The "occupational skills space" and transferability of human capital: An application to the hydrocarbon sector in Mexico. Miguel Flores, Escuela de Gobierno y Transformacion Publica; Grissel Olivera, Tecnologico de Monterrey

• Positive Feedback in Human Capital Accumulation Across Chinese Cities in 2000s Seung-hun Chung, The Ohio State University; Min Zhang, Soochow University

• Regional Population Diversity & Social Capital Formation Matthew Roskruge, Massey University; Jacques Poot, Free University, Amsterdam

• The Effect of Moving Away from Home on Job Success: Analysis using U.S. Army Data Susan Carter, West Point; Ryan Swisher, United States Military Academy, West Point

Discussants: • Seung-hun Chung, The Ohio State University • Miguel Flores, Escuela de Gobierno y Transformacion Publica • Ryan Swisher, United States Military Academy, West Point • Matthew Roskruge, Massey University 49. Formal Paper Session: Automobiles and the City --Thursday Nov 8 | 4:00 PM-6:00 PM | PECOS Chair: Nagwa Khordagui, University of California - Irvine

• How U.S. Land Use Patterns Will Affect Ownership And Use Of Self-Driving Vehicles Kara Kockelman,

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The University of Texas, Austin; Adam Nodjomian, University of Texas - Austin

• Studying some of the economic impacts of the autonomous vehicles on freight and logistics sectors -- Setting a theoretical framework El Mehdi Aboulkacem, IFSTTAR

• Changing integration of North America's auto industry - evidence from vehicle production and parts sourcing James Rubenstein, Miami University; Thomas Klier, Federal Reserve Bank of Chicago

• Commute Mode Choices and the Role of Parking Prices, Parking Availability and Urban Form: Evidence from Los Angeles County Nagwa Khordagui, University of California - Irvine; Sofia Franco, Nova University of Lisbon

Discussants: • El Mehdi Aboulkacem, IFSTTAR • Thomas Klier, Federal Reserve Bank of Chicago • Nagwa Khordagui, University of California - Irvine • Kara Kockelman, The University of Texas, Austin 50. Formal Paper Session: Spatial Econometric Models III --Thursday Nov 8 | 4:00 PM-6:00 PM | RIO GRANDE EAST Chair: Roberto Patuelli, University of Bologna

• Estimation of Markov Transition Probabilities with a Spatial Moving Average Noise Process Dayton M Lambert, Oklahoma State University; Lixia He Lambert, Oklahoma State University

• The Impact of InfoCrim Program on Crime in São Paulo State Eduardo de Almeida, Federal University of Juiz de Fora; Lucas de Almeida, Federal Rural University of Rio de Janeiro

• Who's right, Weber or Glaeser? Andrea Caragliu, Politecnico di Milano; Martijn Smit, University of Utrecht; Frank Van Oort, Erasmus University Rotterdam

• Spatial Weights Matrix Specification: A Fuzzy Logic Exploration Nooshin Mahmoodi, Semnan University; Roberto Patuelli, University of Bologna; Jesus Mur,

Discussants: • Roberto Patuelli, University of Bologna • Dayton M Lambert, Oklahoma State University • Eduardo de Almeida, Federal University of Juiz de For a • Andrea Caragliu, Politecnico di Milano

6:30 PM-8:00 PM 51. Informal meeting: Thursday Evening Reception --Thursday Nov 8 | 6:30 PM-8:00 PM | Garden Terrace

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Friday, 09 November 7:30 AM-8:30 AM

52. : Coffee --Friday Nov 9 | 7:30 AM-8:30 AM | RIO GRANDE FOYER

7:30 AM-5:30 PM 53. Registration and Exhibits: --Friday Nov 9 | 7:30 AM-5:30 PM | LOS RIOS FOYER

8:00 AM-10:00 AM 54. : Challenges in the Job Market --Friday Nov 9 | 8:00 AM-10:00 AM | RIO GRANDE EAST Chair: Brian Asquith, NBER

• Economic Freedom and Entrepreneurial Startup Activities Shishir Shakya, West Virginia University

• Not Just a Man's Job Anymore: Examining the Feminine Side of Entrepreneurship Golshan Javadian, Morgan State University; Crystal Dobratz, Morgan State University; Maria Figueroa-Armijos, American University

• A Homeownership Dilemma? Mobility after Job Loss Among Older Workers Brian Asquith, NBER

Discussants: • Brian Asquith, NBER • Shishir Shakya, West Virginia University • Maria Figueroa-Armijos, American University 55. Formal Paper Session: Impacts of Trade I --Friday Nov 9 | 8:00 AM-10:00 AM | BLANCO Chair: Liwen Hung,

• Exports and Immigration: The Role of Cultural and Geographic Proximity Luz Saavedra, University Of St Thomas

• A Model of Heterogeneous Firm Matches in Cross-Border Mergers & Acquisitions Steven Brakman, University of Groningen; Harry Garretsen, University of Groningen; Michiel Gerritse, Erasmus University Rotterdam; Charles Van Marrewijk, Utrecht University

• Evolution and determinants of exports in Mexican regions in the context of NAFTA Ramiro Esqueda Walle, Universidad Autónoma de Tamaulipas; Gregorio Castro Rosales, Universidad Autónoma

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Agraria Antonio Narro; Lidia Rangel Blanco, Universidad Autónoma de Tamaulipas

• Union, International Trade and Unemployment Liwen Hung,; Shinkun Peng, National Taiwan University

Discussants: • Steven Brakman, University of Groningen • Luz Saavedra, University Of St Thomas • Liwen Hung, • Ramiro Esqueda Walle, Universidad Autónoma de Tamaulipas 56. Formal Paper Session: Regional and Rural Development IV: Natural Resources and Regional Development --Friday Nov 9 | 8:00 AM-10:00 AM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Sharmistha Bagchi-Sen, SUNY-Buffalo

• Prudent or Profligate? How owners of oil and gas rights responded to new-found wealth from the U.S. Shale Revolution Daniel Berkowitz, University of Pittsburgh; Andrew Boslett, University of Rochester; Jason Brown, Federal Reserve Bank of Kansas City; Jeremy Weber, University of Pittsburgh

• The role of local-regional inputs and factors in ethanol production in the United States Sharmistha Bagchi-Sen, SUNY - Buffalo; Peter Kedron, Arizona State University

• Do Lower State Personal Income Taxes Increase Economic Growth? A Synthetic Control Method Assessment of Recent Changes Dan Rickman, Oklahoma State University; Hangbo Wang, Oklahoma State University

• Resilience in Italian Inner Areas Alessandra Faggian, Gran Sasso Science Institute; Marco Modica, Gran Sasso Science Institute; Giulia Urso, Gran Sasso Science Institute

Discussants: • Sharmistha Bagchi-Sen, SUNY - Buffalo • Dan Rickman, Oklahoma State University • Giulia Urso, Gran Sasso Science Institute • Jason Brown, Federal Reserve Bank of Kansas City 57. Formal Paper Session: Multi-Economy Trade I --Friday Nov 9 | 8:00 AM-10:00 AM | DIRECTORS Chair: Yongming Huang, Wuhan University

• Sustainable Global Production in a 9 Billion People World: A Nonlinear Extended World Trade

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Model Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign; Andre Carrascal-Incera, University of Birmingham

• What Will Autonomous Trucking Do To U.S. Trade Flows? Application Of The Random-Utility-Based Multi-Regional Input-Output Model Yantao Huang, University of Texas - Austin; Kara Kockelman, The University of Texas, Austin

• Measuring the Generalized Global Industry Relocation: A New Approach Based on the World Input-Output Model Xiang GAO, Academy of Mathematics and Systems Science, Chinese Academy of Science

• The Transfer of Embodied Pollution of China's Trade : a Multi-regional Input-Output Model Analysis Yongming Huang, Wuhan University; Xiaofei Chen, Wuhan University

Discussants: • Yantao Huang, University of Texas - Austin • Yongming Huang, Wuhan University • Andre Carrascal-Incera, University of Birmingham • Xiang GAO, Academy of Mathematics and Systems Science, Chinese Academy of Science 58. Formal Paper Session: Economic Development IV --Friday Nov 9 | 8:00 AM-10:00 AM | LIVE OAK Chair: Spyridon Stavropoulos, Erasmus University Rotterdam

• A Blessing or A Curse: The Effect of City-County Consolidation on Local Economies, Evidence from China Nanxin Deng, Ohio State University; Bo Feng, Marshall University

• REGIONAL FUNDING AND REGIONAL INEQUALITIES IN THE BRAZILIAN Renata de Melo Caldas, University of Illinois - Urbana-Champaign; Luiz Carlos de Santana Ribeiro, UFS-BRAZIL; Kenia Barreiro de Souza, Federal University of Parana; Debora Freire, FEDERAL UNIVERSITY OF MINAS GERAIS - BRAZIL; Edson Domingues, Cedeplar

• The Role of Productive Structure in Economic Resilience of Brazilian Regions and the case of Minas Gerais State Igor Tupy, Federal University of Minas Gerais; Fernanda Faria, Federal University of Ouro Preto; Pedro Amaral, Universidade Federal de Minas Gerais; Anderson Cavalcante, Federal University of Minas Gerais

• Subjective Well-Being and the 2008 recession; Regional Quality of Governance as a Moderator Efstratia Arampatzi,; Martijn Burger, Erasmus University Rotterdam; Spyridon Stavropoulos, Erasmus University Rotterdam; Frank Van Oort, Erasmus University Rotterdam

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Discussants: • Renata de Melo Caldas, University of Illinois - Urbana-Champaign • Nanxin Deng, Ohio State University • Spyridon Stavropoulos, Erasmus University Rotterdam • Pedro Amaral, Universidade Federal de Minas Gerais 59. Formal Paper Session: Location and Spatial Analysis I -- Chair Alan Murray (UCSB) --Friday Nov 9 | 8:00 AM-10:00 AM | LLANO Organizers: Alan Murray, University of California - Santa Barbara; Ran Wei, University of California, Riverside Chair: Alan Murray, University of California - Santa Barbara

• Time-Geographically Weighted Regressions as a Methodology to Support Residential Property Value Assessment Cletus Coughlin, Federal Reserve Bank of St. Louis; Jeffrey Cohen, University of Connecticut; Jeffrey Zabel, Tufts University

• A Retrospective Analysis of the Spatial and Temporal Patterns of the West African Ebola Epidemic, 2014--2015, with Particular Emphasis on Urban Versus Rural Ebola Transmission Arthur Getis, San Diego State University; Keith Ord, Georgetown University

• Server Cooperation in Reliability-Based Location Problems Carlos Baez, University of California, Santa Barbara; Richard Church, University of California - Santa Barbara

• Consequences of the Starting Point: Locational Scarring Effects in Spain Andre Carrascal-Incera, University of Birmingham; Diana Gutierrez Posada, Aberystwyth University

Discussants: • Arthur Getis, San Diego State University • Cletus Coughlin, Federal Reserve Bank of St. Louis • Diana Gutierrez Posada, Aberystwyth University • Rick Church, University Of California At Santa Barbara 60. Formal Paper Session: Local Food and Drink Culture: Trends, Opportunities, and Challenges in Regional Development I --Friday Nov 9 | 8:00 AM-10:00 AM | MEDINA Organizers: Neil Reid, Univ. Of Toledo; M. Giulia Pezzi, Gran Sasso Science Institute; Isabelle Nilsson, University of North Carolina at Charlotte Chair: M. Giulia Pezzi, Gran Sasso Science Institute

• Making American Beer Great Again? Matthew Lehnert, University of Toledo; Neil Reid, Univ. Of Toledo; Isabelle Nilsson, University of North Carolina at Charlotte

• Identifying Hotspots of Local Entrepreneurialism and Product Innovation in Craft Brewing through

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Trademarks Jacob Douma, Arizona State University

• The Value of a Craft Brewery: On the Relationship between Craft Breweries and Property Values Isabelle Nilsson, University of North Carolina at Charlotte; Neil Reid, Univ. Of Toledo

• 'A big fish in a small pond': How Arizona wine country was made Colleen Myles, Texas State University; Innisfree McKinnon, University of Wisconsin - Stout; Michele Tobias, University of California - Davis

Discussants: • Colleen Myles, Texas State University • Matthew Lehnert, University of Toledo • Jacob Douma, Arizona State University • Isabelle Nilsson, University of North Carolina at Charlotte 61. Formal Paper Session: CJRS Early Scholar Session --Friday Nov 9 | 8:00 AM-10:00 AM | MESQUITE Organizer: John Miron, University of Toronto Chair: John Miron, University of Toronto

• Car users' landscape experience as means for rethinking urban infrastructure area planning and design: the case of Montreal's gateway corridor (Canada Emile Forest, University de Montreal; Sylvain Paquette, University of Montreal

• Housing Price Network Effects from Public Transit Investment: Evidence from Vancouver Alex Chernoff, Bank of Canada; Andrea Craig, University of Windsor

• Delineating Convenience from Quality: An Evaluation of Ontario Business Activity Data from 2011". Nathan Stewart, University of Toronto

• Housing Affordability and Firm Locational Choice - The Case of Canadian Innovation Clusters Ziv Rubin, University of Toronto

Discussants: • John Miron, University of Toronto • Bruce Newbold, McMaster University 62. Formal Paper Session: Housing Development I --Friday Nov 9 | 8:00 AM-10:00 AM | NUECES Chair: Minhong Xu, University of Illinois Urbana-Champaign

• Rail Transit, Residential Mobility and Location Choice Elizabeth Delmelle, University of North Carolina at Charlotte; Isabelle Nilsson, University of North Carolina at Charlotte

• The Effect of Property Tax and Mortgage Foreclosure on Neighboring Delinquency Timothy

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Hodge, Oakland University; Timothy Komarek, Old Dominion University

• Income Inequality, Housing Affordability, and Gini Coefficient: Theoretical Consideration David Pines, Tel Aviv University

• Does Earthquake Shake Mortgage Lenders' Risk Perceptions? Evidence from the Nonrecourse States Minhong Xu, University of Illinois Urbana-Champaign; Yilan Xu, University of Illinois - Urbana-Champaign

Discussants: • Timothy Hodge, Oakland University • Elizabeth Delmelle, University of North Carolina at Charlotte • Minhong Xu, University of Illinois Urbana-Champaign • David Pines, Tel Aviv University 63. Formal Paper Session: Housing Issues in Latin America and the Caribbean --Friday Nov 9 | 8:00 AM-10:00 AM | PECAN Organizers: Esteban Lopez, Universidad Adolfo Ibanez; Raul Silveira Neto, Pimes - UFPE; Andres Blanco, Inter-American Development Bank Chair: Andre Chagas, University of Sao Paulo, Brazil

• Housing Prices Evolution in a Developing Economy: The case of Chile Esteban Lopez, Universidad Adolfo Ibanez

• The role of micro-entrepreneurship in emerging land markets: A case study of rental markets in Havana, Cuba Raul Santiago-Bartolomei, University of Southern California

• The Effect of Height Restrictions on Neighborhoods' Urban Density: a Spatial Difference-in-Difference Strategy Andrews Barros, Federal University of Pernambuco; Raul Silveira Neto, Pimes - UFPE; Diego Firmino Costa da Silva, Federal Rural University of Pernambuco

• Housing programs and the labor supply: Evidence from a housing lottery in Brazil Andre Luis Squarize Chagas, University of Sao Paulo, Brazil

Discussants: • Raul Silveira Neto, Pimes - UFPE • Esteban Lopez, Universidad Adolfo Ibanez • Andres Blanco, Inter-American Development Bank • Raul Santiago-Bartolomei, University of Southern California 64. Formal Paper Session: Urban Economics I --Friday Nov 9 | 8:00 AM-10:00 AM | PECOS Organizer: William Strange, University Of Toronto Chair: William Strange, University Of Toronto

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• Assessment Regressivity and the Incidence of the Property Tax Daniel McMillen, University of Illinois

• Housing Tenure and Neighborhood Crime Keith Ihlanfeldt, Florida State University

• Estimating Supply Functions for Residential Real Estate Attributes Edward Coulson, University of California - Irvine

• Tales of the City: What Do Agglomeration Cases Tell Us About Agglomeration in General? William Strange, University Of Toronto

Discussants: • Keith Ihlanfeldt, Florida State University • Edward Coulson, University of California - Irvine • William Strange, University Of Toronto • Daniel McMillen, University of Illinois

10:00 AM-10:30 AM 65. : Coffee Break --Friday Nov 9 | 10:00 AM-10:30 AM | RIO GRANDE FOYER

10:30 AM-12:30 PM 66. Business Meeting: RSAI Council Meeting (Invitation Only) --Friday Nov 9 | 10:30 AM-12:30 PM | FRIO Chair: Budy Resosudarmo, Australian National University 67. Formal Paper Session: Impacts of Trade II --Friday Nov 9 | 10:30 AM-12:30 PM | BLANCO Chair: Alejandro Davila Flores, Universidad Autonoma de Coahuila

• The Response of U.S. Regional Demographics to Import Shocks Seung-hun Chung, The Ohio State University; Jung Dae Bae, Ohio State University

• FTAs toward RCEP? A dynamic trade CGE model on ASEAN+3 Jingwen Li, Cornell University

• The price effect of tariffs on Mexican imports from the United States of America. Measuring the impact on production costs of Mexico's economic activities. Manuel Alejandro Cardenete Flores, Universidad Loyola Andalucia; Alejandro Davila Flores, Universidad Autonoma de Coahuila; Miriam Valdes, CISE-UADEC

Discussants: • Jingwen Li, Cornell University • Alejandro Davila Flores, Universidad Autonoma de Coahuila

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• Seung-hun Chung, The Ohio State University 68. Formal Paper Session: Regional and Rural Development V: Broadband, Housing, and Business Dynamics --Friday Nov 9 | 10:30 AM-12:30 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Sarah Low, University of Missouri - Columbia

• Investigation into the Impact of Local Employment Portfolio on Business Survival Bharman Gulati, Colorado State University; Stephan Weiler, Colorado State University

• Getting Women Connected: Implications of Broadband and Rural Development for Women-Owned Businesses Tessa Conroy, University of Wisconsin - Madison; Sarah Low, University of Missouri - Columbia

• On the Housing Question: The Political Economy of Homeownership and Affordability in the United States Luke Petach, Colorado State University

Discussants: • Sarah Low, University of Missouri - Columbia • Luke Petach, Colorado State University • Bharman Gulati, Colorado State University 69. Formal Paper Session: Multi-Economy Trade II --Friday Nov 9 | 10:30 AM-12:30 PM | DIRECTORS Chair: Xueting Zhao, IMPLAN Group LLC

• An Inter-Country Input-Output model with Migrant Remittances João Pedro Ferreira, GOVCOPP, University of Aveiro, Portugal; Pedro Ramos, University of Coimbra; Eduardo Castro, University of Aveiro; Michael Lahr, Rutgers University

• A Non-Survey Method for Interregional Input-Output Table Estimation Using Pairwise Partitioning Peter Jarosi, West Virginia University; Randall Jackson, West Virginia University

• Assessing productive structures in Brazil with dynamic input--output networks Luiz Carlos de Santana Ribeiro, UFS-BRAZIL; Hernane Borges De Barros Pereira, Cimatec; Eder Johnson de Area Leão Pereira, Cimatec; Roberto Luiz Souza Monteiro, Cimatec; Valter De Senna, Cimatec

• Construction of State Supply and Use Tables and Input-Output Matrices in Mexico Normand Sanen, UNAM; Juan Manuel Valdes, National Autonomous University of Mexico

• The Conversion among the Price Systems: The Case from Supply-Use framework to Make-Use framework Xueting Zhao, IMPLAN Group LLC

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Discussants: • Xueting Zhao, IMPLAN Group LLC • João Ferreira, GOVCOPP, University of Aveiro, Portugal • Peter Jarosi, West Virginia University • Luiz Carlos de Santana Ribeiro, UFS-BRAZIL • Normand Sanen, UNAM 70. Formal Paper Session: Retail Business Location: New datasets, methodologies, and approaches - Session 1 --Friday Nov 9 | 10:30 AM-12:30 PM | LIVE OAK Organizer: Luc Anselin, University of Chicago Chair: Brian Asquith, NBER

• The Death and Life of Mom and Pop: An Analysis of Small Scale Retail in San Francisco, Chicago and New York Emily Talen, University of Chicago; Luc Anselin, University of Chicago; Kevin Credit, University of Chicago; Irene Farah, University of Chicago

• QUANTIFICATION OF THE REAL EFFECTS OF THE AIRBNB'S GROWTH IN THE CITY OF MADRID Coro Chasco, Universidad Autonoma de Madrid; Sofía Ruiz, EAE Business School; Edith Macedo, Instituto de Información Estadística y Geográfica de Jalisco

• Behavioral Responses to Spatial Tax Notches in the Retail Gasoline Market Carlos Hurtado, University of Illinois

• The Effects of San Francisco's Minimum Wage on Employment and Business Births and Deaths Brian Asquith, NBER; David Neumark, University of California - Irvine

Discussants: • Brian Asquith, NBER • Emily Talen, University of Chicago • Coro Chasco, Universidad Autonoma de Madrid • Carlos Hurtado, University of Illinois 71. Formal Paper Session: Location and Spatial Analysis II - Chair Ran Wei (UC Riverside) --Friday Nov 9 | 10:30 AM-12:30 PM | LLANO Organizers: Alan Murray, University of California - Santa Barbara; Ran Wei, University of California, Riverside Chair: Ran Wei, University of California, Riverside

• Understanding the Weber Paradigm Rick Church, University Of California At Santa Barbara

• Allocation Complexities in Single Facility Siting Alan Murray, University of California - Santa Barbara; Rick Church, University Of California At Santa Barbara; Xin Feng, University of California, Santa Barbara

• The two-staged production problem of Weber Antonio Medrano, University of California;

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Jesse O'Hanley,; Rick Church, University Of California At Santa Barbara

• A New Hybrid Heuristic for Solving Regionalization Problems Wangshu Mu, Arizona State University; Daoqin Tong, Arizona State University

Discussants: • Hyun Kim, University of Tennessee • Wangshu Mu, Arizona State University • Daoqin Tong, Arizona State University • Jing Xu, University of California - Santa Barbara 72. Formal Paper Session: GeoComputation I: Spatial Flow and Network Analysis --Friday Nov 9 | 10:30 AM-12:30 PM | MEDINA Organizers: Zhaoya Gong, University of Birmingham; Jean-Claude Thill, University of North Carolina - Charlotte; Suzana Dragicevic, Simon Fraser University; Ran Tao, University of South Florida Chair: Zhaoya Gong, University of Birmingham

• A Polygon-Based Approach to Spatial Network Allocation: Optimal Facility Location Modeling and Network Analysis James Gaboardi, Florida State University

• A Geographically Weighted K-Shell Decomposition Method for Urban Agglomeration Identification Qiwei Ma, Tsinghua University; Zhaoya Gong, University of Birmingham; Anrong Dang, Tsinghua University; Changcheng Kan, Baidu.com Times Technology (Beijing) Co.,Ltd.

• Spatial Flow Aggregation Method for Reduction of Uncertainty of Flow Data: Application of flowAMOEBA to Migration Estimates in American Community Survey Paul Jung, University of North Carolina at Charlotte; Ran Tao, University of South Florida; Jean-Claude Thill, University of North Carolina - Charlotte

• A Dimensionality Reduction Approach to the Representation and Visualization of Reconstructed Functional Space from Spatial Interactions Zhaoya Gong, University of Birmingham; Jean-Claude Thill, University of North Carolina - Charlotte

Discussants: • Zhaoya Gong, University of Birmingham • Paul Jung, University of North Carolina at Charlotte • Qiwei Ma, Tsinghua University • James Gaboardi, Florida State University 73. Formal Paper Session: Housing Development II --Friday Nov 9 | 10:30 AM-12:30 PM | NUECES Chair: John Gibson, University of Waikato

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• Premature Deagglomeration: The Burden of Expensive Housing on the Innovation Economy Christopher Esposito, UCLA

• Information barriers and housing tenure choice: Does local knowledge matter? Bei Liao, UCI; Jae Hong Kim, University of California - Irvine

• A Pair-wise Analysis of Price Convergence in China's Property Market Chao Li, University of Waikato; Mark Holmes, University of Waikato; John Gibson, University of Waikato

• Deconstructing Neighborhood Change: A Data Driven Ethnographic Approach Andrea Chegut, Massachusetts Institute of Technology; Phoebe Holtzman, Massachusetts Institute of Technology

Discussants: • Bei Liao, UCI • John Gibson, University of Waikato • Phoebe Holtzman, Massachusetts Institute of Technology • Christopher Esposito, UCLA 74. Formal Paper Session: Regional/Spatial Analyses of the U.S. Opioid Crisis --Friday Nov 9 | 10:30 AM-12:30 PM | PECAN Organizer: David McGranahan, ERS USDA Chair: David McGranahan, ERS USDA

• Explaining the geography of the opioid epidemic: a look at the supply side David McGranahan, ERS USDA; Tim Parker, USDA Economic Research Service

• County-level Overdose Mortality Rates and Economic Conditions in the Appalachian Region Julie Marshall, Appalachian Regional Commission; Logan Thomas, Appalachian Regional Commission

• Manufacturing Employment Losses and the Economic Performance of the Industrial Heartland Mark Schweitzer, Federal Reserve Bank of Cleveland

• Regional Impacts of Prescription Drug Monitoring Programs (PDMPs) on U.S. Drug Overdose Deaths Elham Erfanian, West Virginia University; Randall Jackson, West Virginia University; Shree Pokharel, West Virginia Legislature

Discussants: • Julie Marshall, Appalachian Regional Commission • David McGranahan, ERS USDA • Elham Erfanian, West Virginia University • Mark Schweitzer, Federal Reserve Bank of Cleveland 75. Formal Paper Session: Urban Economics II --Friday Nov 9 | 10:30 AM-12:30 PM | PECOS Chair: Ruda Zhang, University of Southern California

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• Spatial structure, urban hierarchy and productivity in European regions Frank Van Oort, Utrecht University

• Taxi driver learns dynamic spatial equilibrium Ruda Zhang, University of Southern California; Roger Ghanem, University of Southern California

Discussants: • Ruda Zhang, University of Southern California • Frank Van Oort, Utrecht University 76. Formal Paper Session: Migration and demography I: Mobility --Friday Nov 9 | 10:30 AM-12:30 PM | RIO GRANDE EAST Organizers: Mark Brown, Statistics Canada; Rachel Franklin, Newcastle University; Bruce Newbold, McMaster University Chair: Rachel Franklin, Newcastle University

• Labour Mobility in Canada: The Roles of Intra- and Inter-firm Migration Mark Brown, Statistics Canada; Bruce Newbold, McMaster University; Jesse Tweedle, Statistics Canada

• Are old regions less attractive?: Interregional migration in a context of population ageing Paula Prenzel, Utrecht University

• Structural Differences in the Correlates of Intergenerational Mobility in the United States: A Spatial regime analysis Vikash Dangal, Louisiana State University; Matthew Fannin, Louisiana State University

Discussants: • Vikash Dangal, Louisiana State University • Mark Brown, Statistics Canada • Paula Prenzel, Utrecht University

12:30 PM-1:30 PM 77. Business Meeting: CRSA Business Meeting --Friday Nov 9 | 12:30 PM-1:30 PM | MESQUITE 78. : Lunch (On your Own) --Friday Nov 9 | 12:30 PM-1:30 PM |

12:30 PM-2:00 PM 79. : Southern Regional Science Association Business Meeting --Friday Nov 9 | 12:30 PM-2:00 PM | FRIO

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12:30 PM-2:30 PM 80. : RSAI Fellows Luncheon --Friday Nov 9 | 12:30 PM-2:30 PM | Q KITCHEN (HYATT RESTAURANT)

1:30 PM-3:30 PM 81. Formal Paper Session: Impacts of Trade III --Friday Nov 9 | 1:30 PM-3:30 PM | BLANCO Chair: Nattanicha Chairassamee, Ohio State University

• Inter-subregional trade flows derived from the supply and use tables: a multiregional case for mexican macroregions using a gravity model. Normand Eduardo Asuad Sanén, National Autonomous University of Mexico; Eduardo Moreno, National Autonomous University of Mexico; Cristina Vazquez, UNAM

• A meta-analysis on the impact of technology and international trade on employment structure. Nikolaos Terzidis, Rijksuniversiteit Groningen; Steven Brakman, University of Groningen; Raquel Ortega-Argiles, University of Birmingham

• Incorporating Port-Level Foreign Trade Data into IMPLAN's Gravity Model to Estimate Region-Specific Foreign Trade Rates by Country Trading Partner James Squibb, IMPLAN Group, LLC; Jennifer Thorvaldson, IMPLAN Group, LLC

• Local Labor Market Effects of Offshoring Potential in the United States Nattanicha Chairassamee, Ohio State University

Discussants: • Nikolaos Terzidis, Rijksuniversiteit Groningen • James Squibb, IMPLAN Group, LLC • Nattanicha Chairassamee, Ohio State University • Cristina Vazquez, UNAM 82. Formal Paper Session: Regional and Rural Development VI: Smart Shrinkage as a New Paradigm for Rural Communities --Friday Nov 9 | 1:30 PM-3:30 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Eric Davis, Industry

• Rural Smart Shrinkage: Concepts & Methodology Kimberly Zarecor, Iowa State University

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• Smart Shrinkage in the Rural Midwest: Communities Can Thrive While Losing Population David Peters, Iowa State University

• Perceptions and Actions of Local Stakeholders in Shrink-Smart Communities Sara Hamideh, Iowa State University

• A Data-Driven Understanding of Community Connectedness in Shrinking Rural Towns Eric Davis, Industry

Discussants: • Steven Deller, University of Wisconsin-Madison • Judith Stallmann, University of Missouri - Columbia • David Peters, Iowa State University • Kimberly Zarecor, Iowa State University 83. Formal Paper Session: Structural Changes --Friday Nov 9 | 1:30 PM-3:30 PM | DIRECTORS Chair: Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign

• A Method to Visualize the Skeleton Industrial Structure with Input- Output Analysis and its Application in China, Japan and USA Xiuli LIU, Academy of Mathematics and Systems Science

• Enhancing Our Understanding of a Regional Economy: The Complementarity of CGE and EIO Models Andrew Crawley, University of Maine; Geoffrey J.D. Hewings, University of Illinois - Urbana-Champaign

• The Seasonal Structure of the US Economy: Estimation of Industrial Linkages at National, State and County Levels Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign

Discussants: • Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign • Xiuli LIU, Academy of Mathematics and Systems Science • Michael Lahr, Rutgers University 84. Formal Paper Session: Retail Business Location: New datasets, methodologies, and approaches - Session 2 --Friday Nov 9 | 1:30 PM-3:30 PM | LIVE OAK Organizer: Kevin Credit, University of Chicago Chair: Julia Gonzalez, University of Illinois at Urbana-Champaign

• Local Patterns of Co-Location in the Retail Sector Irene Farah, University of Chicago; Luc Anselin, University of Chicago

• Location and new business survival:Some spatial differences within non-metropolitan areas Ismaelh Cisse, Laval University; Dube Jean, Laval University

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• Capturing the Complete Food Environment with Commercial Data: A Comparison of TDLinx, ReCount, and NETS Clare Cho, Economic Research Service; Patrick McLaughlin, USDA Economic Research Service; Eliana Zeballos, USDA Economic Research Service

• Station heterogeneity and the dynamics of retail gasoline prices Julia Gonzalez, University of Illinois at Urbana-Champaign; Carlos Hurtado, University of Illinois

Discussants: • Carlos Hurtado, University of Illinois • Irene Farah, University of Chicago • Ismaelh Cisse, Laval University • Clare Cho, Economic Research Service 85. Formal Paper Session: Location and Spatial Analysis III -- Chair Daoqin Tong (ASU) --Friday Nov 9 | 1:30 PM-3:30 PM | LLANO Organizers: Alan Murray, University of California - Santa Barbara; Ran Wei, University of California, Riverside Chair: Daoqin Tong, Arizona State University

• Wireless Access Coverage in an Urban Area B. Amelia Pludow, University of California - Santa Barbara; Alan Murray, University of California - Santa Barbara

• Optimizing the Spatio-temporal Deployment of Battery Electric Bus System Ran Wei, University of California, Riverside

• Medical Drone Delivery: Optimizing Location and Allocation Under Spatiotemporal Heterogeneity Xin Feng, University of California, Santa Barbara; Alan Murray, University of California - Santa Barbara; Richard Church, University of California - Santa Barbara

• A spatial optimization approach for simultaneously districting precincts and locating polling stations Kamyoung Kim, Kyungpook National University; Hyun Kim, University of Tennessee

Discussants: • Insu Hong, West Virginia University • Matthew Niblett, • Jesse O'Hanley, University of Kent • Ran Wei, University of California, Riverside 86. Formal Paper Session: GeoComputation II: Spatial data analysis and statistics --Friday Nov 9 | 1:30 PM-3:30 PM | MEDINA Organizers: Zhaoya Gong, University of Birmingham; Jean-Claude Thill, University of North Carolina - Charlotte; Suzana Dragicevic, Simon Fraser University; Ran Tao, University of South Florida Chair: Ran Tao, University of South Florida

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• Type I and Type II Errors with Spatial Data Peter Rogerson, University at Buffalo

• A Hierarchical Approach to Scalable Gaussian Process Regression for Spatial Data Tony E. Smith, University of Pennsylvania; Jacob Dearmon, Oklahoma City University

• The Fundamentals of Computing Big Spatial Flow Data Ran Tao, University of South Florida; Zhaoya Gong, University of Birmingham; Jean-Claude Thill, University of North Carolina - Charlotte

• Understanding spatial distribution of loss ratios in federal crop insurance program Zhangliang Chen, University of Illinois at Urbana Champaign

Discussants: • Jacob Dearmon, Oklahoma City University • Ran Tao, University of South Florida • Zhangliang Chen, University of Illinois at Urbana Champaign • Peter Rogerson, University at Buffalo 87. Formal Paper Session: Regional Economic Effects of Disasters 1 --Friday Nov 9 | 1:30 PM-3:30 PM | MESQUITE Organizers: Yasuhide Okuyama, University of Kitakyushu; Adam Rose, University of Southern California Chair: CHI-TUNG HUNG, Ming Chuan University

• Population Repatriation of Migrants Following the 2011 Fukushima Nuclear Power Plant Disaster Shingo Nagamatsu, Kansai University; Jonathan Eyer, University of Southern California; Adam Rose, University of Southern California

• Did Fire, Police, and EMS Departments Take Advantage of the 9/11 Attacks to Get More Money? David Brasington, University of Cincinnati

• Post-Disaster Reconstruction and Managing Social Impact in Anjar district: A governance retrospective on Bhuj Earthquake 2001, Gujarat Janvi Gandhi Kanakia, Tata Institute of Social Science

• Recovery and Mitigation Planning Mechanism after Explosion Disaster at Hazard Materials Storage - Case Study of the 2015 Tianjin Port Explosions in China CHI-TUNG HUNG, Ming Chuan University; Wen-Yen Lin, Ming Chuan University

Discussants: • David Brasington, University of Cincinnati • Janvi Gandhi Kanakia, Tata Institute of Social Science • CHI-TUNG HUNG, Ming Chuan University • Adam Rose, University of Southern California 88. Formal Paper Session: Housing Development III --Friday Nov 9 | 1:30 PM-3:30 PM | NUECES Chair: Raul Silveira Neto, Pimes - UFPE

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• Do Place-Based Municipal Tax Policies Displace Residents; Evidence From Eviction Cases in Franklin County Ohio Brian Cultice, Ohio State University

• External Validity of Hedonic Price Estimates: Heterogeneity in the Price Discount Associated with having African American and Low-Income Neighbors Tammy Leonard, University of North Texas; Lei Zhang, North Dakota State University

• The Impact of Municipal Incorporation on Property Values Collin Hodges, West Virginia University; Heather Stephens, West Virginia University

• What Drives the Patterns of Urban Land Use in a Developing Country? The Role of Transport Infrastructures and Natural Amenities Ricardo Lima, Federal University of Pernambuco; Raul Silveira Neto, Pimes - UFPE

Discussants: • Tammy Leonard, University of North Texas • Brian Cultice, Ohio State University • Raul Silveira Neto, Pimes - UFPE • Collin Hodges, West Virginia University 89. Formal Paper Session: Development and the Environment IV --Friday Nov 9 | 1:30 PM-3:30 PM | PECAN Chair: Guanqun Ding, Institutes of Science and Development, Chinese Academy of Sciences

• The impact of Japanese Emission Trading Schemes: Carbon leakage or bridging the energy efficiency gap? Taisuke Sadayuki, Waseda University; Toshi H. Arimura, Waseda University

• Tenure Stability and Environmental Performance: A Study of Chinese Cities Chun Song, Purdue University

• Growing Heat Vulnerability of Aging Society: The Potential Role of Heat Island Mitigation Measures Jungmin Lim, Michigan State University; Mark Skidmore, Michigan State University

• Energy and environment policies: A model-based assessment for China Guanqun Ding, Institutes of Science and Development, Chinese Academy of Sciences

Discussants: • Chun Song, Purdue University • Taisuke Sadayuki, Waseda University • Guanqun Ding, Institutes of Science and Development, Chinese Academy of Sciences • Jungmin Lim, Michigan State University 90. Formal Paper Session: Urban Economics III --Friday Nov 9 | 1:30 PM-3:30 PM | PECOS

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Chair: John Miron, University of Toronto

• How Does Agglomeration of Economic Activity Influence to Urban Spatial Configuration? Mitsuru Ota, University of Tsukuba; Toru Murayama, University of Tsukuba

• Multinational Enterprises, Spillover Effects And Local Employment In The Netherlands Nicola Cortinovis, Erasmus University Rotterdam

• The impacts of high-speed railway construction on urban agglomerations: Evidence from Kyusyu in Japan Chigusa Okamoto, University of Tokyo; Yasuhiro Sato, University of Tokyo

• Segment, price, and use in a simple transportation network John Miron, University of Toronto

Discussants: • John Miron, University of Toronto • Chigusa Okamoto, University of Tokyo • Mitsuru Ota, University of Tsukuba • Nicola Cortinovis, Erasmus University Rotterdam 91. Formal Paper Session: Migration and demography II: Impacts --Friday Nov 9 | 1:30 PM-3:30 PM | RIO GRANDE EAST Organizers: Mark Brown, Statistics Canada; Rachel Franklin, Newcastle University; Bruce Newbold, McMaster University Chair: Mark Brown, Statistics Canada

• Short-Term Relocation versus Long Term Migration: Measuring Income Transfers by Inter-Provincial Employees across Canadian Provinces Bruce Newbold, McMaster University

• The Socio-Economic and Demographic Impacts of Population Loss in the United States in Recent Decades Rachel Franklin, Newcastle University; Eric Seymour, Brown University

• Do Dynamic Business Environments Differentially Attract High- and Low-Skill Labor Force Participants? Evidence from the NLSY97 Sydney Schreiner, The Ohio State University

• Baby Boomers' Paths into Retirement: Income/Wealth Dependency of their Migration Behaviors and Patterns Ayoung Kim, Mississippi State University; Brigitte Waldorf, Purdue University

Discussants: • Ayoung Kim, Mississippi State University • Bruce Newbold, McMaster University • Rachel Franklin, Newcastle University • Sydney Schreiner, The Ohio State University

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3:30 PM-4:00 PM 92. : Coffee Break --Friday Nov 9 | 3:30 PM-4:00 PM | RIO GRANDE FOYER

4:00 PM-6:00 PM 93. Special Session: Journal of Regional Science Plenary Lecture --Friday Nov 9 | 4:00 PM-6:00 PM | PECAN Organizers: Mark Partridge, Ohio State University; Steven Brakman, University of Groningen; Edward Coulson, University of California - Irvine; Alessandra Faggian, Gran Sasso Science Institute Chair: Mark Partridge, Ohio State University

• The impact of econometric modeling methods on regional science thinking James LeSage, Texas State University

• Bikes, Scooters, Driverless Cars, and Hovercraft: Have we lost our minds? Insights from Regional Science in an era of Transportation Disruption Marlon Boarnet, University of Southern California

Discussants: • Sergio Rey, University of California - Riverside • Kara Kockelman, The University of Texas, Austin 94. Formal Paper Session: Impacts of Trade IV --Friday Nov 9 | 4:00 PM-6:00 PM | BLANCO Chair: Hernan Ocampo Solarte, Georgia State University

• India's Bilateral Services Trade: What role does Information and Communications Technology (ICT) play? Hiranya K Nath, Sam Houston State University; Hemanta Barman, Indian Institute of Information Technology; Mrinal Dutta, Indian Institute of Technology Guwahati

• Consumption and willingness to pay for blackberry fruit in the metropolitan area of Saltillo, Coahuila, Mexico. Gregorio Castro Rosales, Universidad Autónoma Agraria Antonio Narro; Ramiro Esqueda Walle, Universidad Autónoma de Tamaulipas; Elena Fuentes Castillo, Universidad Autonoma Agraria Antonio Narro

• LEARNING FROM EXPORTERS: ESTABLISHMENT-LEVEL PRODUCTIVITY SPILLOVERS IN COLOMBIA Nicola Cortinovis, Erasmus University Rotterdam; Jacopo Timini, Bank of Spain

• Trade impacts in real GDP per capita for LDCs and WDCs, a comparative analysis for the period 1980 - 2015. Hernan Ocampo Solarte, Georgia State University

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Discussants: • Ramiro Esqueda Walle, Universidad Autónoma de Tamaulipas • Hiranya K Nath, Sam Houston State University • Hernan Ocampo Solarte, Georgia State University • Nicola Cortinovis, Erasmus University Rotterdam 95. Formal Paper Session: Regional and Rural Development VII: Finance --Friday Nov 9 | 4:00 PM-6:00 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Bharman Gulati, Colorado State University

• Local Financialization, Household Debt, and the Great Recession Luke Petach, Colorado State University

• The Decline of Rural Dynamism and Locally-owned Banks Craig Carpenter, Texas A&M University; Carson Mencken, Baylor University; Charles Tolbert, Baylor University; Michael Lotspeich, Baylor University

• Migrating to Access Credit: Banks, Distances, Financing Constraints, and Business Relocation Anil Rupasingha, USDA Economic Research Service

• Role of Small Business Lending on Firm Survival Rate Bharman Gulati, Colorado State University; Stephan Weiler, Colorado State University

Discussants: • Anil Rupasingha, USDA Economic Research Service • Luke Petach, Colorado State University • Bharman Gulati, Colorado State University • Craig Carpenter, Texas A&M University 96. Formal Paper Session: European Regional Issues --Friday Nov 9 | 4:00 PM-6:00 PM | DIRECTORS Chair: Rosita Pretaroli, University of Macerata

• Location of Co-Working Spaces: A City Approach Eva Coll-Martínez, Universitat Rovira i Virgili; Carles Mendez-Ortega, Universitat Rovira i Virgili

• Local perceptions on refugee and migrant integration in the City of Athens Bianca Biagi, UNISS, Italy

• Smart innovative cities: The impact of Smart City policies on urban innovation Chiara Del Bo, Università degli Studi di Milano; Andrea Caragliu, Politecnico di Milano

• The economic impact of the 2016-2017 Italian earthquakes: a Bi-regional IEMM

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approach. Rosita Pretaroli, University of Macerata; Claudio Socci, University of Macerata; Andrea Karim El Meligi, University of Macerata; Francesca Severini, University of Macerata; Luca Piermattei, University of Macerata

Discussants: • Bianca Biagi, UNISS, Italy • Rosita Pretaroli, University of Macerata • Carles Mendez-Ortega, Universitat Rovira i Virgili • Chiara Del Bo, Università degli Studi di Milano 97. Formal Paper Session: U.S. Economic Issues --Friday Nov 9 | 4:00 PM-6:00 PM | FRIO Chair: Patrick Buckley, Western Washington University

• Samuelson Meets Federalism: Local Production of a National Public Good Steven Craig, University of Houston; Jan Brueckner, University of California - Irvine; Kangoh Lee, San Diego State University

• The Economic Impact of Small Regional Commissions: Evidence from the Delta Regional Authority Tyler Morin, The Ohio State University

• Asymmetric effects of monetary policy shocks across US States Fabio Mazzola, University of Palermo; Davide Furceri, University of Palermo; Pietro Pizzuto, University of Palermo

• Comparison of Databases for building a CGE: Advantages of National versus Local Databases Patrick Buckley, Western Washington University; Jason Levy, University of Hawaii - Manoa

Discussants: • Patrick Buckley, Western Washington University • Steven Craig, University of Houston • Tyler Morin, The Ohio State University • Fabio Mazzola, University of Palermo 98. Formal Paper Session: Planning for Enhancing Disaster Resilience --Friday Nov 9 | 4:00 PM-6:00 PM | LIVE OAK Organizers: Sara Hamideh, Iowa State University; Shannon Van Zandt, Texas A&M University Chairs: Sara Hamideh, Iowa State University; Shannon Van Zandt, Texas A&M University

• New data science approaches to improving disaster resilience and reducing cost of disasters in U.S. regions David Wild, Indiana University; Carol Rogers, Indiana University; Timothy Slaper, Indiana University

• Modeling the Impacts of an Earthquake using a Spatial CGE Model Sophie McKee, Colorado State University; Yuchen Hu, Colorado State University; Kim Kakpo, Colorado State University; Harvey

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Cutler, Colorado State University; Martin Shields, Colorado State University

• Using Integrated Transect Analysis to Better Understand Local Disaster Resilience Challenges and Opportunities Robert G. Paterson, University of Texas at Austin; Thomas Hilde, Cleveland State University; Stephen Zigmund, University of Texas at Austin; Deidre Zoll, University of Texas - Austin

• State Coastal Management Programs under the CZMA: When do local plans and ordinances matter? Heather Wade, Texas A&M University; Walter Peacock, Texas A&M University

Discussants: • Eric Davis, Industry • Robert G. Paterson, University of Texas at Austin • Harvey Cutler, Colorado State University • Deidre Zoll, University of Texas - Austin 99. Formal Paper Session: Location and Spatial Analysis IV -- Chair Richard Church (UCSB) --Friday Nov 9 | 4:00 PM-6:00 PM | LLANO Organizers: Alan Murray, University of California - Santa Barbara; Ran Wei, University of California, Riverside Chair: Rick Church, University Of California At Santa Barbara

• Integrating Rainwater Harvesting into Urban Food Production Optimization Daoqin Tong, Arizona State University; Qing Zhong, University of Arizona; Courtney Crosson, University of Arizoan

• Issues and Challenges in Capacitated Coverage Modeling Alan Murray, University of California - Santa Barbara; Jing Xu, University of California - Santa Barbara; Zifan Wang, University of California - Santa Barbara; Richard Church, University of California - Santa Barbara

• Deriving obstacle-avoiding service coverage on Euclidean plane Insu Hong, West Virginia University; Alan Murray, University of California - Santa Barbara

• Planning supporting infrastructure for an expanding retail firm Matthew Niblett,; Rick Church, University Of California At Santa Barbara

Discussants: • B. Amelia Pludow, University of California - Santa Barbara • Antonio Medrano, University of California • Kamyoung Kim, Kyungpook National University • Daoqin Tong, Arizona State University • Hyun Kim, University of Tennessee 100. Formal Paper Session: Session III: Entropy, Complexity and Spatial Dynamics: A Rebirth of Theory? --Friday Nov 9 | 4:00 PM-6:00 PM | MEDINA

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Organizers: Aura Reggiani, University of Bologna; Laurie Schintler, George Mason University; Danny Czamanski, Western Galilee College Chair: Danny Czamanski, Western Galilee College

• Data--Driven Simulation: Spatial Modelling using Bayesian Inference Michael Batty, University College London

• Embedding Heterogeneity in a Spatial Agent-Based Model--A Bottom-Up Explanation of the Zipf's Law and Core-Periphery Patterns László Gulyás, Loránd Eötvös University; Yuri Mansury, Illinois Institute of Technology

• Getting to a Circular Economy by Harnessing Circular Causation Kieran Donaghy, Cornell University

• How sleep can simplify complexity. A dynamic spatial interaction model between humans that sleep every day and a complex reality that evolves slowly. Tomaz Dentinho, University of the Azores

Discussants: • Kieran Donaghy, Cornell University • Michael Batty, University College London • Tomaz Dentinho, University of the Azores • László Gulyás, Loránd Eötvös University 101. Formal Paper Session: Regional Economic Effects of Disasters 2 --Friday Nov 9 | 4:00 PM-6:00 PM | MESQUITE Organizers: Yasuhide Okuyama, University of Kitakyushu; Adam Rose, University of Southern California Chair: Zhenhua Chen, The Ohio State University

• Comparing the Economic Impact of Natural Disasters Generated by Different Input-Output Models: An Application to the 2007 Chehalis River Flood (WA) Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign; Sandy Dall'Erba, University of Illinois - Urbana-Champaign

• Impacts of volcanic ash fall to road transport network and commodity flow in Japan Tomoki Ishikura, Tokyo Metropolitan University

• Return of the Inoperability Yasuhide Okuyama, University of Kitakyushu

• Measuring the Uncertainty of Direct Economic Losses of Sea Ice Disasters in China: A Copula Approach Xueqin Liu, The State Oceanic Administration of China; Zhenhua Chen, The Ohio State University

Discussants: • Tomoki Ishikura, Tokyo Metropolitan University • Yasuhide Okuyama, University of Kitakyushu • Zhenhua Chen, The Ohio State University

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• Andre Fernandes Tomon Avelino, University of Illinois at Urbana-Champaign 102. Formal Paper Session: Regional Issues in Asia --Friday Nov 9 | 4:00 PM-6:00 PM | NUECES Chair: Wen-Yen Lin, Ming Chuan University

• Air Pollution And Perception-Based Averting Behavior In Jinchuan a Structural Equation Modeling (SEM) Approach Henk Folmer, University of Groningen

• Evaluating of Spatial Economic Damages by Natural Disasters in Japan: A Dynamic Input-Output Approach Hiroyuki SHIBUSAWA, Toyohashi University of Technology; Hiroshi Irimoto, Toyohashi University of Technology; Taiki Sakamoto, Toyohashi University of Technology; Ryota Hanaoka, Toyohashi University of Technology; Yuzuru MIYATA, Toyohashi University of Technology

• The Socio-Economic Vulnerability Assessment and Spatial Clustering Analysis of Urban and Rural Townships in Taiwan Wen-Yen Lin, Ming Chuan University; CHI-TUNG HUNG, Ming Chuan University

• An Analysis of Climate Change Effects on Rice Production Risk and Spatial Distribution in South Korea Yongjoon Kim, Seoul National University; Kwansoo Kim, Seoul National University; Donghwan An, Seoul National University

Discussants: • Hiroyuki SHIBUSAWA, Toyohashi University of Technology • Wen-Yen Lin, Ming Chuan University • Yongjoon Kim, Seoul National University • Henk Folmer, University of Groningen 103. Formal Paper Session: Urban Economics IV --Friday Nov 9 | 4:00 PM-6:00 PM | PECOS Chair: Russell Mills, Bowling Green State University

• Endogenous Formation of Urban Structure with Residential Sorting Matsushima Kakuya, Kyoto University; Kiyoshi Kobayashi, Kyoto University

• Urban Resurgence as a Consumer City: A Case Study for Weimar in Eastern Germany Alina Schoenberg, IMC University of Applied Sciences; Florian Bartholomae, Bundeswehr University Munich

• Tradeoff between time and budget resources: an application to modal choice Toru Murayama,

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University of Tsukuba; Mitsuru Ota, University of Tsukuba

• Quantifying the Impact of Air Service on Regional Economies: The Case of Toledo Express Airport Russell Mills, Bowling Green State University; Will Burns, Bowling Green State University

Discussants: • Alina Schoenberg, IMC University of Applied Sciences • Matsushima Kakuya, Kyoto University • Russell Mills, Bowling Green State University • Toru Murayama, University of Tsukuba 104. Formal Paper Session: Migration and demography III: Policy --Friday Nov 9 | 4:00 PM-6:00 PM | RIO GRANDE EAST Organizers: Mark Brown, Statistics Canada; Rachel Franklin, Newcastle University; Bruce Newbold, McMaster University Chair: Bruce Newbold, McMaster University

• Foreign-Born Graduates and Innovation: Evidence from an Australian Skilled Graduate Visa Program Daniel Crown, The Ohio State University; Alessandra Faggian, Gran Sasso Science Institute; Jonathan Corcoran, University of Queensland

• Understanding the Regional Drivers of Productivity Benefits from Immigrant Diversity: Evidence from Norway's Variation in Regional Institutional Inclusiveness Silje Haus-Reve, University of Stavanger; Abigail Cooke, University at Buffalo, SUNY

• Local public finance and well-being Dylan Jong, University of Groningen; Philip McCann, University of Sheffield; Viktor Venhorst, University of Groningen

• The Brain Drain Impacts on Regional Development: The Chilean Case Patricio Aroca, Adolfo Ibáñez University; Juan Pedro Eberhard, Adolfo Ibáñez University

Discussants: • Patricio Aroca, Adolfo Ibáñez University • Daniel Crown, The Ohio State University • Abigail Cooke, University at Buffalo, SUNY • Dylan Jong, University of Groningen

6:15 PM-7:15 PM 105. Special Session: Isserman Lecture --Friday Nov 9 | 6:15 PM-7:15 PM | RIO GRANDE CENTER/WEST Organizer: Luc Anselin, University of Chicago Chair: Luc Anselin, University of Chicago

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• Human Capital, Regional Economic Development and Inequality Jouke van Dijk, University of Groningen

7:15 PM-8:15 PM 106. Informal meeting: Reception for Isserman Lecture Attendees --Friday Nov 9 | 7:15 PM-8:15 PM | RIO GRANDE FOYER

Saturday, 10 November 7:30 AM-8:30 AM

107. : Coffee --Saturday Nov 10 | 7:30 AM-8:30 AM | RIO GRANDE FOYER

7:30 AM-10:00 AM 108. Registration and Exhibits: --Saturday Nov 10 | 7:30 AM-10:00 AM | LOS RIOS FOYER

8:00 AM-10:00 AM 109. Formal Paper Session: Migration and Mobility I --Saturday Nov 10 | 8:00 AM-10:00 AM | BLANCO Chair: Yizhou Zhang, University of Illinois Human capital-job (mis)matching and people mobility in rural America Xue Zhang, Cornell University

• Persistent shocks and incomplete regional adjustment: A model averaging approach Kyle Hood, Bureau of Economic Analysis; Ryan Greenaway-McGrevy, University of Auckland

• Determinants of the internal migration in the United States Annie Lee, Rutgers, The State University of New Jersey

• Nonlinear Tax-Induced Migration: An Overlooked Tale Yizhou Zhang, University of Illinois; Geoffrey J.D. Hewings, University of Illinois - Urbana-Champaign

Discussants: • Annie Lee, Rutgers, The State University of New Jersey • Yizhou Zhang, University of Illinois • Xue Zhang, Cornell University • Kyle Hood, Bureau of Economic Analysis

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110. Formal Paper Session: Regional and Rural Development VIII: Technology, Education, and Innovation --Saturday Nov 10 | 8:00 AM-10:00 AM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Markus Lemberger, University of Applied Management

• The Urban Concentration of Innovation for Rural Industries Gregory Graff, Colorado State University

• The Regional Determinants of Charter School Formation and Growth Michael Trouw, Colorado State University

• How Will Self-Driving Vehicles Affect US Megaregion Traffic? The Case of the Texas Triangle Yantao Huang, University of Texas - Austin; Kara Kockelman, The University of Texas, Austin; Neil Quarles, Austin Department of Transportation; Haonan Yan, University of Texas - Austin

• Exploring the benefits of multiple stakeholders as co-innovators: First phase results of a regional development project in Rottal-Inn (Germany) Markus Lemberger, University of Applied Management; Joel Schmidt, University of Applied Management (Germany); Martin Siebenmorgen, District Economic Development, (Rottal-Inn, Germany)

Discussants: • Joel Schmidt, University of Applied Management (Germany) • Yantao Huang, University of Texas - Austin • Michael Trouw, Colorado State University • Gregory Graff, Colorado State University 111. Formal Paper Session: Gentrification in the U.S. --Saturday Nov 10 | 8:00 AM-10:00 AM | DIRECTORS Chair: Esteban Lopez, Universidad Adolfo Ibanez

• Significance of scale in gentrification research: A case study of Charlotte, NC Daniel Yonto, University of North Carolina at Charlotte; Jean-Claude Thill, University of North Carolina - Charlotte

• Gentrification and green space development in Philadelphia, Pennsylvania Hamil Pearsall, Temple University

• Transit-Oriented Development and Housing Displacement: The case of the Chicago Red Line extension Esteban Lopez, Universidad Adolfo Ibanez; Dwayne Baker,

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Discussants: • Esteban Lopez, Universidad Adolfo Ibanez • Daniel Yonto, University of North Carolina at Charlotte • Hamil Pearsall, Temple University 112. Formal Paper Session: Policy Applications --Saturday Nov 10 | 8:00 AM-10:00 AM | FRIO Chair: John Connaughton, UNC - Charlotte

• The Lure of the Northern Star: Is Vancouver, CANADA the Next Shangri-La for Seattle and San Francisco/Silicon Valley Firms and Global Talent? Kathrine Richardson, San Jose State University

• Entrepreneurship in Small Cities: Evidence from Micropolitan Areas Shiqin Liu, Northeastern University; Haifeng Qian, University of Iowa; Kingsley Haynes, George Mason University

• Motherhood, Migration, and Self-Employment of College Graduates Zhengyu Cai, Southwestern University of Finance and Economics; Heather Stephens, West Virginia University; John Winters, Iowa State University

• Are a Few Metros Dominating US Economic Growth? John Connaughton, UNC - Charlotte; Caroline Swartz, University of North Carolina - Charlotte

Discussants: • John Winters, Iowa State University • John Connaughton, UNC - Charlotte • Kathrine Richardson, San Jose State University • Shiqin Liu, Northeastern University 113. Formal Paper Session: Global Poverty --Saturday Nov 10 | 8:00 AM-10:00 AM | LIVE OAK Chair: Florence Goffette-Nagot, University of Lyon

• Poverty in the United States: A Multidimensional Perspective David Folch, Florida State University; Mathew Laird, Florida State University

• Double exposure: a dynamic analysis of childhood poverty Tracey Farrigan, Economic Research Service

• Improved modelling of spatial cost of living differences in developing countries: A comparison of expert knowledge and traditional price surveys John Gibson, University of Waikato; Trinh Le, Motu Economic & Public Policy Research

• Renewal programs and social diversity of neighborhoods: an evaluation using census data in

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France Florence Goffette-Nagot, University of Lyon; Sylvain Chareyron, Université Lumière Lyon 2

Discussants: • Tracey Farrigan, Economic Research Service • David Folch, Florida State University • Florence Goffette-Nagot, University of Lyon • John Gibson, University of Waikato 114. Formal Paper Session: Geospatial Applications II --Saturday Nov 10 | 8:00 AM-10:00 AM | LLANO Chair: Kara Kockelman, The University of Texas, Austin

• Measuring McCities: Chain and Independent Foodscapes in the United States Clio Andris, The Pennsylvania State University; Sohrab Rahimi, The Pennsylvania State University

• This is Not Syria: Quantifying the Over-"State"-ing of Sykes-Picot Matthew Lehnert, University of Toledo

• Flexible spatial difference-in-differences models for impact of full-time schools on neighborhood crime Diego Firmino Costa da Silva, Federal Rural University of Pernambuco; Raul Silveira Neto, Pimes - UFPE

• A BAYESIAN APPROACH TO MODELLING LOW ANIMAL-VEHICLE CRASH COUNTS ACROSS LARGE NETWORKS Kara Kockelman, The University of Texas, Austin; Zili Li, University of Queensland

Discussants: • Matthew Lehnert, University of Toledo • Clio Andris, The Pennsylvania State University • Kara Kockelman, The University of Texas, Austin • Diego Firmino Costa da Silva, Federal Rural University of Pernambuco 115. Formal Paper Session: Innovations in Agriculture --Saturday Nov 10 | 8:00 AM-10:00 AM | MEDINA Chair: Oyvind Hoveid, NIBIO

• Best Practices for Quantifying Economic Impacts of Drought on Agriculture with Regional Input/Output Models Timothy Nadreau, Washington State University; Michael Brady, Washington State University; Jonathan Yoder, Washington State University

• Agricultural Transformation and Intergenerational Mobility in the U.S., 1940-1970 Tim Smith, Purdue University

• Strategic Investment and Entry Decisions for Soybean Breeding in western Canada Devin

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Serfas, University of Saskatchewan; Richard Gray, University of Saskatchewan

• Land use intensities in grain production: Testing the effects of distances Oyvind Hoveid, NIBIO; Maureen Kilkenny, National Center for Food and Agricultural Policy

Discussants: • Tim Smith, Purdue University • Michael Brady, Washington State University • Oyvind Hoveid, NIBIO • Devin Serfas, University of Saskatchewan 116. Formal Paper Session: Public Transit and the City --Saturday Nov 10 | 8:00 AM-10:00 AM | MESQUITE Chair: Zhenhua Chen, The Ohio State University

• Public Transit Accessibility and Income Segregation Prottoy Akbar, University of Pittsburgh

• Public Transit Use: The Role of Social Influence Nagwa Khordagui,

• Economic Analysis of the Overcrowding of Commuting Railway Traffic in Tokyo Takuro Morioka, National Graduate Institute for Policy Studies; Ryosuke Matsumoto, Railway Technical Research Institute

• Urban Land Use Structure Change in China: Does the Development of High-Speed Rail Play a Role? Zhenhua Chen, The Ohio State University; Yulong Zhou, NanKai University; Kingsley Haynes, George Mason University

Discussants: • Takuro Morioka, National Graduate Institute for Policy Studies • Zhenhua Chen, The Ohio State University • Prottoy Akbar, University of Pittsburgh • Nagwa Khordagui, 117. Formal Paper Session: Education --Saturday Nov 10 | 8:00 AM-10:00 AM | NUECES Chair: Masaki Nakabayashi, The University of Tokyo

• The Effect of Preschool on Proficiency Level: An Analysis from Longitudinal Data Igor Procopio, Federal University of Juiz de Fora; Ricardo Freguglia, Federal University of Juiz de Fora; Flavia Chein, Federal University of Juiz de Fora

• How Many Einsteins and Edisons are Lost to the Ivy League? Kathryn Dotzel, U.S. Environmental Protection Agency; Daniel Crown, The Ohio State

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University; Tim Wojan, USDA Economic Research Service

• Technical Migration, Technology-Induced Demand of Education and Spatial Skill Inequality: Evidence from U.S. Urban Patent Counts Oudom Hean, Ohio State University; Nattanicha Chairassamee, Ohio State University

• Legacy of Czar: The Russian Dual System of Schooling and Signaling Aigerim Zhangaliyeva, Tokyo Electron Ltd.; Masaki Nakabayashi, The University of Tokyo

Discussants: • Oudom Hean, Ohio State University • Flavia Chein, Federal University of Juiz de For a • Masaki Nakabayashi, The University of Tokyo • Kathryn Dotzel, U.S. Environmental Protection Agency 118. Formal Paper Session: Labor Market Challenges --Saturday Nov 10 | 8:00 AM-10:00 AM | PECAN Chair: Mark Schweitzer, Federal Reserve Bank of Cleveland

• Regional Distribution of Labor's Related Variety: An Application for the Hydrocarbon Industry Miguel Flores, Escuela de Gobierno y Transformacion Publica; Ana Rosa Leal, Tecnológico de Monterrey

• The Robots Are Coming -- When, Where, and What Does this Mean for Economic Centers and the Periphery? Johannes Moenius, University of Redlands

• Modeling and Measuring Gains from Labor Market Desegregation in Northern Ireland Hannah Mead Kling, St. Norbert College

• Opioids and the Labor Market Mark Schweitzer, Federal Reserve Bank of Cleveland

Discussants: • Johannes Moenius, University of Redlands • Miguel Flores, Escuela de Gobierno y Transformacion Publica • Mark Schweitzer, Federal Reserve Bank of Cleveland • Hannah Mead Kling, St. Norbert College 119. Formal Paper Session: Community Development --Saturday Nov 10 | 8:00 AM-10:00 AM | PECOS Chair: Budy Resosudarmo, Australian National University

• Study on the Influence of the Distribution of Public Transportation Resources and the Surrounding Walking Environment on the Physical and Mental Health of Disadvantaged Groups-Taking Taipei Metro Chia-Nung Li, Chinese Culture University;

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Chien-Wen Lo, Ming Chuan University; Yi-Kai Hsieh, Chinese Culture University

• Fuel Stacking: Household Cooking Fuel Choice in India, 2004-2012. YING-MIN KUO, Oklahoma State University; Mehtabul Azam,

• US Minority Banks:Over-or-Under-Performers? James Barth, Auburn University; Jiayi Xu, Auburn University

• Collective action on food security in a small island setting: A case study of fishery communities in the Kei islands, Indonesia Lolita Moorena, University of Indonesia; Budy Resosudarmo, Australian National University; Rus'an Nasrudin, University of Indonesia; Wardis Girsang, Pattimura University; Satoshi Yamazaki, University of Tasmania; Eriko Hoshino, University of Tasmania; M. Jibril Tajibu, Hasanuddin University

Discussants: • YING-MIN KUO, Oklahoma State University • Yi-Kai Hsieh, Chinese Culture University • Budy Resosudarmo, Australian National University • Jiayi Xu, Auburn University

10:00 AM-10:30 AM 120. : Coffee Break --Saturday Nov 10 | 10:00 AM-10:30 AM | RIO GRANDE FOYER

10:30 AM-12:30 PM 121. Business Meeting: Regional Science Policy and Practice - Editorial Board --Saturday Nov 10 | 10:30 AM-12:30 PM | MEDINA Chair: Tomaz Dentinho, University of the Azores 122. Formal Paper Session: Migration and Mobility II --Saturday Nov 10 | 10:30 AM-12:30 PM | BLANCO Chair: Yong Chen, Oregon State University

• The role of housing costs in inter-city location choices of urban migrants- evidence from China Wanyang Hu, University of California - Los Angeles; Rui Wang, Johns Hopkins University

• Sea Level Rise Induced Migration: Spatial Microsimulation with Environmental Changes Yong Kim, Purdue University; Brigitte Waldorf, Purdue University; Juan Sesmero, Purdue University

• Tying current regional observations to their preceding data generating process by utilizing

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interregional migration dynamics Michael Tiefelsdorf, The U. of Texas at Dallas; Xiaojun Pu, The U. of Texas at Dallas

• Conservation land attracts high-skilled migrants to neighboring communities Yong Chen, Oregon State University; David Lewis, Oregon State University; Bruce Weber, Oregon State University

Discussants: • Yong Chen, Oregon State University • Wanyang Hu, University of California - Los Angeles • Yong Kim, Purdue University • Michael Tiefelsdorf, The U. of Texas at Dallas 123. Formal Paper Session: Regional and Rural Development IX: Governance, Centralization, and Resilience --Saturday Nov 10 | 10:30 AM-12:30 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Masood Gheasi, Free University, Amsterdam

• Entrepreneurship and Resilience: Implications for Regional Development in the US and UK Nicholas Kacher, Colorado State University

• Policy outcomes of centralized and decentralized public programs: Implications for rural policy Judith Stallmann, University of Missouri - Columbia; Grichawat Lowatcharin, Khon Kaen University

• Human Health and the Urban-Rural Dichotomy: A meta-analysis of quality of life indicators in urban and rural environments Masood Gheasi, Free University, Amsterdam

• Optimal Public Investment in Economic Centers and the Periphery Johannes Moenius, University of Redlands; Martin Meurers, Federal Ministry for Economic Affairs and Energy

Discussants: • Judith Stallmann, University of Missouri - Columbia • Masood Gheasi, Free University, Amsterdam • Johannes Moenius, University of Redlands • Nicholas Kacher, Colorado State University 124. Formal Paper Session: Geospatial Applications I --Saturday Nov 10 | 10:30 AM-12:30 PM | DIRECTORS Chair: Katherine Nesse, Seattle Pacific University

• An Analysis of Pedestrian Crashes Using a Spatial Count Data Model Rebekka Apardian, University of Toledo; Oleg Smirnov, University of Toledo

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• Public Use of GIS Mobile Applications Motivate Restoration of Historic Mill Village in Chicopee, GA Allison Bailey, University of North Georgia; Dale Jaeger,

• Resilient Micropolitan Areas -- A Regional Approach for the Midwest Mônica Haddad, Iowa State University; Cristina Poleacovschi, Iowa State University; David Peters, Iowa State University; Eric Davis, Industry

• Google Street View as a Replacement for In-Person Street Surveys: A Meta-Analysis of Findings from Evaluations Katherine Nesse, Seattle Pacific University; Leah Airt, Seattle Pacific University

Discussants: • Allison Bailey, University of North Georgia • Rebekka Apardian, University of Toledo • Katherine Nesse, Seattle Pacific University • Mônica Haddad, Iowa State University 125. Formal Paper Session: Border Issues and Potentials --Saturday Nov 10 | 10:30 AM-12:30 PM | FRIO Chair: Jouke van Dijk, University of Groningen

• Secession and distribution of natural resources Tohru Naito, Doshisha University

• The Impact of Illegal Activities on Vegetation Cover Along the US-Mexico Border Haoying Wang, New Mexico Tech

• Does Refugee Inflow Affect Urban Crime? Evidence from the Mariel Boatlift Jung Dae Bae, Ohio State University; Seung-hun Chung, The Ohio State University

• International commuting between neighbouring EU-countries Jouke van Dijk, University of Groningen; Arjen Edzes, University of Groningen; Lourens Broersma, University of Groningen

Discussants: • Haoying Wang, New Mexico Tech • Tohru Naito, Doshisha University • Jouke van Dijk, University of Groningen • Jung Dae Bae, Ohio State University 126. Formal Paper Session: Education and Regional Development --Saturday Nov 10 | 10:30 AM-12:30 PM | LIVE OAK Chair: Bo Feng, Marshall University

• Developing a Multivariate Typology of College Towns to Assess Regional Development Trajectories Elizabeth Mack, Michigan State

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University; Kevin Stolarick,; Jonah White, Michigan State University

• Industry Fluctuations and College Major Choices: Evidence from an Energy Boom and Bust Luyi Han, Oklahoma State University; John Winters, Iowa State University

• Charter School Proliferation and School District Fiscal Stress, A Chicken-Egg Problem Bo Feng, Marshall University

Discussants: • Luyi Han, Oklahoma State University • Bo Feng, Marshall University • Jonah White, Michigan State University 127. Formal Paper Session: Investment Trends and Impacts --Saturday Nov 10 | 10:30 AM-12:30 PM | LLANO Chair: Timothy Jaquet, Ohio State University

• The Agglomeration Effects of Foreign Direct Investment Inflows in Africa Ruby Kishan, Texas State University; Andrew Ojede, Texas State University; Yao-Yu Chih, Texas State University

• Stimulas Plan, Financial Constraints and Corporate Investment: The Evidence from Chinese Listed Firms Huiping Li, Shanghai U. of Finance and Economics (SHUFE); Qiang Li,

• Drug-Related Violence in Mexico and its Effects on FDI: A Spatial Durbin Model David Saucedo De La Fuente, The University of Texas at Dallas

• The Role of Amenities in Regional Resilience Timothy Jaquet, Ohio State University

Discussants: • Huiping Li, Shanghai U. of Finance and Economics (SHUFE) • Yao-Yu Chih, Texas State University • Timothy Jaquet, Ohio State University • David Saucedo De La Fuente, The University of Texas at Dallas 128. Formal Paper Session: Transportation, Land Use, and Intensity --Saturday Nov 10 | 10:30 AM-12:30 PM | MESQUITE Chair: Doohwan Won, Pusan National University

• ELECTRIC VEHICLE CHARGING STATION LOCATIONS: THE CASE OF USER EQUILIBRIUM AND ELASTIC DEMAND Yantao Huang, University of Texas - Austin; Kara Kockelman, The University of Texas, Austin

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• Transport and Population Density in the Urban Area of the City of Salvador Daniel Daniel Silva Antunes de Carvalho, Federal University of Bahia; Gervasio Santos, Federal University of Bahia

• Impact of Tailpipe Emission Standard Policy on CO2 Emission: Dynamic Panel Approach among U.S. States Doohwan Won, Pusan National University; Jaewon Lim, University of Nevada, Las Vegas (UNLV)

Discussants: • Doohwan Won, Pusan National University • Yantao Huang, University of Texas - Austin • Gervasio Santos, Federal University of Bahia 129. Formal Paper Session: Labor market Challenges II --Saturday Nov 10 | 10:30 AM-12:30 PM | NUECES Chair: Samia Islam, Boise State University

• The Contribution of Age and Education for Unemployment Dynamics in Germany Carsten Ochsen, University of Applied Labour Studies and University of Rostock

• The Effect of Metropolitan Technological Progress on the Non-Metropolitan Labor Market: Evidence from U.S. Patent Counts Oudom Hean, Ohio State University

• Shifting Regional Beveridge Curves: An Analysis of US Labor Market Congestion Andrew Crawley, University of Maine; Sarah Welch, University of Maine

• Well-being, Job Insecurity and the Opioids Crisis Samia Islam, Boise State University; Kelly Chen, Boise State University

Discussants: • Oudom Hean, Ohio State University • Carsten Ochsen, University of Applied Labour Studies and University of Rostock • Samia Islam, Boise State University • Andrew Crawley, University of Maine 130. Formal Paper Session: Applications of Spatial Statistics --Saturday Nov 10 | 10:30 AM-12:30 PM | PECAN Chair: Xiumin Li, Northeast Normal University

• An Empirical Analysis of the Geospatial Dimensions of Water Availability and National Conflict Erin Bunting, Michigan State University; James Herndon, University of Alabama; Elizabeth Mack, Michigan State University; Amanda Ross, University of Alabama

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• A SPATIAL INTERACTION MODEL based on statistical mechanics Zheng Wang, Chinese Academy of Sciences; Changxin Liu, Chinese Academy of Sciences

• City Size, Spatial Spillover and Productivity in China Xiumin Li, Northeast Normal University

• Fishing for neighborhood trajectory patterns - a comparison of sequence analysis methods WEI KANG, University of California - Riverside; Sergio Rey, University of California - Riverside; Levi Wolf, University of Bristol; Elijah Knaap, University of California - Riverside; Su Han, University of California - Riverside

Discussants: • Zheng Wang, Chinese Academy of Sciences • Xiumin Li, Northeast Normal University • WEI KANG, University of California - Riverside • Amanda Ross, University of Alabama 131. Formal Paper Session: Location and Economic Development --Saturday Nov 10 | 10:30 AM-12:30 PM | PECOS Chair: Rafael Garduno-Rivera, CIDE & Universidad Panamericana

• The effect of natural gas pipeline on local economy in the U.S. using Synthetic Control Method Sungtae Eun, Texas Tech University

• Improved accuracy or increased uncertainty? Adjusting IMPLAN multipliers for long-term projections Rebekka Dudensing, Texas A&M AgriLife Extension Service; Craig Carpenter, Texas A&M University; Dean McCorkle, Texas A&M AgriLife Extension

• The Long-Run Implications of Slum Clearance: A Neighborhood Analysis Jessica LaVoice, University of Pittsburgh

• Chiapas economic structure from a spatial input output perspective Krista Zafra, National Autonomous University of Mexico; Normand Eduardo Asuad Sanén, National Autonomous University of Mexico

Discussants: • Rebekka Dudensing, Texas A&M AgriLife Extension Service • Sungtae Eun, Texas Tech University • Krista Zafra, National Autonomous University of Mexico • Jessica LaVoice, University of Pittsburgh

12:30 PM-2:30 PM 132. : NARSC Awards Luncheon --Saturday Nov 10 | 12:30 PM-2:30 PM | RIO GRANDE BLLRM

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Chair: Mark Brown, Statistics Canada

2:45 PM-4:45 PM 133. Special Session: Regional Science Policy and Practice - Plenary Session --Saturday Nov 10 | 2:45 PM-4:45 PM | MEDINA Chair: Tomaz Dentinho, University of the Azores

• Immigration In An Age of Populism Bruce Newbold, McMaster University

134. Formal Paper Session: Tourism and Amenities --Saturday Nov 10 | 2:45 PM-4:45 PM | BLANCO Chair: Nicholas Irwin, Ohio State University

• Tourism Demand of Inbound Visitors to Las Vegas Jaewon Lim, University of Nevada, Las Vegas (UNLV); Doohwan Won, Pusan National University

• THE ECONOMIC EFFECTS OF BIG EVENTS: EVIDENCE FROM THE GREAT JUBILEE 2000 IN ROME Raffaello Bronzini, Bank of Italy; Matteo Mongardini, Bank of Italy; Sauro Mocetti, Bank of Italy

• Days on market and confused capitalization: Quantifying the relationship between housing price, market duration, and changing local amenities Mitchell Livy, California State University, Fullerton; Nicholas Irwin, Ohio State University

Discussants: • Nicholas Irwin, Ohio State University • Jaewon Lim, University of Nevada, Las Vegas (UNLV) • Raffaello Bronzini, Bank of Italy 135. Formal Paper Session: Regional and Rural Development X: Frontier Methods --Saturday Nov 10 | 2:45 PM-4:45 PM | CHULA VISTA Organizers: Sarah Low, University of Missouri - Columbia; Stephan Weiler, Colorado State University Chair: Marcello Graziano, Central Michigan University

• Employment Shocks and the Provision of Local Public Goods: Evidence from the Post- Reagan Military Personnel Drawdown Timothy Komarek, Old Dominion University

79

• Estimating the cost of wildlife strikes at US airports: A deep learning approach Jordan Navin, Colorado State University; Aaron Anderson, Colorado State University

• The Impacts of Buy and Dry on Western US Communities Kevin Crofton, Colorado State University; Dale Manning, Colorado State University; Chris Goemans, Colorado State University

• Rural Coastal Transitions: a benchmark analysis of Blue Economy clusters in the U.S. Great Lakes basin Marcello Graziano, Central Michigan University; Karen Alexander, University of Tasmania; Eva Lema, Central Michigan University; Jose Torres, Central Michigan University

Discussants: • Marcello Graziano, Central Michigan University • Kevin Crofton, Colorado State University • Timothy Komarek, Old Dominion University • Jordan Navin, Colorado State University 136. Formal Paper Session: Methodological Innovations --Saturday Nov 10 | 2:45 PM-4:45 PM | LIVE OAK Chair: Michael Cameron, University of Waikato

• The Welfare Cost of Business Cycles at the States' Levels Francis Ahking, University of Connecticut

• Agro-Climatic Data by County (ACDC): Methods and Data Generating Processes Seong Yun, Mississippi State University; Benjamin Gramig, University of Illinois - Urbana-Champaign

• Housing Prices and Time-varying NDVI Ziye Zhang, Cornell University; Wenzheng Li, Cornell University

• Sub-national stochastic ethnic population projections using cohort change ratios -- An application to New Zealand Michael Cameron, University of Waikato; Jacques Poot, Free University, Amsterdam

Discussants: • Michael Cameron, University of Waikato • Francis Ahking, University of Connecticut • Seong Yun, Mississippi State University • Wenzheng Li, Cornell University 137. Formal Paper Session: Natural Resource Consumption and its Effects --Saturday Nov 10 | 2:45 PM-4:45 PM | LLANO Chair: Elizabeth Mack, Michigan State University

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• THE IMPACT OF MPA ESTABLISHMENT ON FISH EXTRACTION IN INDONESIA Adi Yunanto, Universitas Indonesia; Alin Halimatussadiah, Universitas Indonesia; Noor Aini Zakaria, Economy and Environment Institute Indonesia

• Fracking Boom and its Socioeconomic Consequences Shruti Sengupta, Oklahoma State University; John Winters, Iowa State University

• Labor Demand Shocks and Skill Composition: What we can learn from the Shale gas boom in the United States Isha Rajbhandari, University of Puget Sound; Daniel Crown, The Ohio State University; Rodrigo Perez Silva, Ohio State University

• An Input-Output Framework for Analyzing Consumer Responses to Changing Water Prices Elizabeth Mack, Michigan State University; Kevin Credit, University of Chicago

Discussants: • Isha Rajbhandari, University of Puget Sound • Elizabeth Mack, Michigan State University • Shruti Sengupta, Oklahoma State University • Alin Halimatussadiah, Universitas Indonesia

Participant Index Aboulkacem, El Mehdi (elmehdi.aboulkacem@hotmail.fr): 49 Adams, Philip (philip.adams@vu.edu.au): 14 Afonso, Damares (damaresalopes@gmail.com): 14 Ahking, Francis (francis.ahking@uconn.edu): 136 Ahn, Jae-Wan (ahn.218@osu.edu): 18 , 47

81

Airt, Leah (leahairt@gmail.com): 124 Akbar, Prottoy (paa36@pitt.edu): 116 Alexander, Karen (karen.alexander@utas.edu.au): 135 Alvarez, Inmaculada (inmaculada.alvarez@uam.es): 20 Amaral, Pedro (pedrovma@gmail.com): 37 , 58 An, Donghwan (dha@snu.ac.kr): 102 Anas, Alex (alexanax@buffalo.edu): 14 Anderson, Aaron (aaron.m.anderson@aphis.usda.gov): 135 Andris, Clio (clio@psu.edu): 114 Anselin, Luc (anselin@uchicago.edu): 21 , 70 , 84 , 105 Apardian, Rebekka (rapardi@rockets.utoledo.edu): 124 Arampatzi, Efstratia (arampatzi@ese.eur.nl): 58 Arbia, Giuseppe (giuseppearbia13@gmail.com): 21 Arimura, Toshi H. (toshi.arimura@gmail.com): 89 Aroca, Patricio (patricio.aroca@uai.cl): 21 , 104 Asquith, Brian (asquithb@nber.org): 54 Asquith, Brian (basquith86@gmail.com): 54 Asquith, Brian (asquithb@nber.org): 70 Asquith, Brian (basquith86@gmail.com): 70 Astriani, Nadia (nadia.Astriani@unpad.ac.id): 33 Asuad Sanén, Normand Eduardo (nasuad@yahoo.com): 81 , 131 Avner, Paolo (pavner@worldbank.org): 44 Azam, Mehtabul (mazam@okstate.edu): 119 Azzoni, Carlos (cazzoni@usp.br): 16 , 33 Bae, Jung Dae (bae.147@osu.edu): 67 , 125 Baez, Carlos (cabaez@gmail.com): 59 Bagchi-Sen, Sharmistha (geosbs@buffalo.edu): 56 Bagchi-Sen, Sharmistha (geobagchi2@gmail.com): 56 Bailey, Allison (allison.bailey@ung.edu): 124 Baker, Dwayne (dwaybake@gmail.com): 111 Banai, Reza (rbanai@memphis.edu): 32 , 47 Bardaka, Eleni (ebardak@ncsu.edu): 30 , 44 Barman, Hemanta (hemanta.hb@gmail.com): 94 Barnes, Beau (beau.barnes@wsu.edu): 41 Barreiro de Souza, Kenia (keniadesouza@ufpr.br): 58 Barros, Andrews (andrews.barros9@gmail.com): 63 Barth, James (barthjr@auburn.edu): 119 Bartholomae, Florian (florian.bartholomae@unibw.de): 103 Barzin, Samira (s.barzin12@imperial.ac.uk): 44 Basarir, Gülay (gulay.basarir@msgsu.edu.tr): 16 Bastos, Suzana Quinet Andrade (quinet.bastos@ufjf.edu.br): 14 , 31 Batabyal, Amit (aabgsh@rit.edu): 20 , 43 Batey, Peter (pwjbatey@liverpool.ac.uk): 40 Bathina, Krishna (bathina@indiana.edu): 28 Batty, Michael (m.batty@ucl.ac.uk): 24 , 100 Bauwens, Luc (luc.bauwens@uclouvain.be): 50 Behrens, Kristian ( kristian.behrens@gmail.com): 36 Berkowitz, Daniel (dmberk@pitt.edu): 56 Betz, Michael (betz.40@osu.edu): 27 Beyer, Robert (rcmbeyer@worldbank.org): 19 Biagi, Bianca (bbiagi@uniss.it): 96 Blanco, Andres (ablanco@iadb.org): 63 Boarnet, Marlon (boarnet@usc.edu): 93

82

Bollen, Johan (jbollen@indiana.edu): 28 Bonet, Jaime (jbonetmo@banrep.gov.co): 15 , 19 Boslett, Andrew (andrew_boslett@urmc.rochester.edu): 56 Boyce, David (dboyce@uic.edu): 46 Brady, Michael (bradym@wsu.edu): 115 Brakman, Steven (s.brakman@rug.nl): 55 , 81 , 93 Brasington, David (david.brasington@uc.edu): 87 Britto, Gustavo (gustavo@cedeplar.ufmg.br): 29 Broersma, Lourens (l.broersma@rug.nl): 125 Bronzini, Raffaello (raffaello.bronzini@bancaditalia.it): 134 Brown, Jason (jason.brown@kc.frb.org): 56 Brown, Mark (mark.brown@canada.ca): 9 , 76 , 91 , 104 , 132 Brueckner, Jan (jkbrueck@uci.edu): 97 Buckley, Patrick (patrick.buckley@wwu.edu): 97 Bunting, Erin (ebunting@msu.edu): 130 Burger, Martijn (mburger@ese.eur.nl): 58 Burns, Will (wburns@bgsu.edu): 103 Cai, Chang (ccai5@illinois.edu): 34 Cai, Zhengyu (zhengyu.cai@okstate.edu): 43 Cai, Zhengyu (zhengyu@okstate.edu): 43 Cai, Zhengyu (zhengyu.cai@okstate.edu): 112 Cameron, Michael (mcam@waikato.ac.nz): 136 Capello, Roberta (roberta.capello@polimi.it): 10 , 37 , 40 Caragliu, Andrea (Andrea.Caragliu@polimi.it): 36 , 50 , 96 Cardenete Flores, Manuel Alejandro (macardenete@uloyola.es): 67 Cardoso, Guilherme Silva (scardoso.guilherme@gmail.com): 31 Carpenter, Craig (ccarpenter@tamu.edu): 95 , 131 Carrascal-Incera, Andre (andre.carrascal@gmail.com): 57 , 59 Carroll, Michael (michael.carroll@unt.edu): 35 Carter, Susan (susan.carter@usma.edu): 48 Carvalho, Lucas (lucasrc@cedeplar.ufmg.br): 37 Castillo, Marcelo (marcelo.castillo@ers.usda.gov): 42 Castro Rosales, Gregorio (gregoriocr@gmail.com): 55 , 94 Castro, Eduardo (ecastro@ua.pt): 69 Cavalcante, Anderson (atmc@cedeplar.ufmg.br): 58 Cavalcanti, Ivan (ivandemc@gmail.com): 12 Cen, Yan (cenyan0304@live.cn): 47 Chagas, Andre Luis Squarize (achagas@usp.br): 34 , 63 Chairassamee, Nattanicha ( chairassamee.1@osu.edu): 81 Chairassamee, Nattanicha (chairassamee.1@osu.edu): 81 Chairassamee, Nattanicha ( chairassamee.1@osu.edu): 117 Chang, Huibin (huibinchang@icloud.com): 14 Chang, Insu (sescis@kihasa.re.kr): 12 Chareyron, Sylvain (chareyron@gate.cnrs.fr): 113 Charles, Joni (jc18@txstate.edu): 34 Chasco, Coro (coro.chasco@uam.es): 21 , 70 Chegut, Andrea (achegut@mit.edu): 45 , 73 Chein, Flávia (ffchein@gmail.com): 31 Chein, Flavia (flavia.chein@ufjf.edu.br): 31 , 117 Chen, Kelly (kellychen@boisestate.edu): 129

83

Chen, Xiaofei (jzjq85@whu.edu.cn): 57 Chen, Yong (yong.chen@oregonstate.edu): 122 Chen, Zhangliang (zchen105@gmail.com): 17 , 35 , 47 , 86 Chen, Zhenhua (chen.7172@osu.edu): 101 , 116 Chernoff, Alex (achernoff@bankofcanada.ca): 61 Chhabra, Esha (echhabra@worldbank.org): 19 Chih, Yao-Yu (y_c66@txstate.edu): 37 , 127 Cho, Clare (clare.cho@ers.usda.gov): 84 Cho, Jae Beum (jaebcho@iu.edu): 13 Chun, Yongwan (ywchun@utdallas.edu): 32 Chung, Seung-hun (chung.627@osu.edu): 48 , 67 , 125 Church, Richard (rick.church@ucsb.edu ): 59 , 85 , 99 Church, Rick (church@geog.ucsb.edu): 59 , 71 , 99 Cisse, Ismaelh (ismaelh-ahmed.cisse.1@ulaval.ca): 84 Cohen, Jeffrey (Jeffrey.Cohen@business.uconn.edu): 59 Cole, Matthew (m.a.cole@bham.ac.uk): 47 Coll-Martínez, Eva (eva.com@urv.cat): 96 Connaughton, John (jec@uncc.edu): 112 Conroy, Tessa (tessa.conroy@wisc.edu): 42 , 68 Cooke, Abigail (amcooke@buffalo.edu): 104 Corcoran, Jonathan (jj.corcoran@uq.edu.au): 104 Cortinovis, Nicola (cortinovis@ese.eur.nl): 90 , 94 Cotarelli, Natalia Quiroga (nataliacotarelli@yahoo.com.br): 14 Coughlin, Cletus (coughlin@stls.frb.org): 59 Coulson, Edward (n.edward.coulson@gmail.com): 64 , 93 Craig, Andrea (craiga@econ.queensu.ca): 61 Craig, Steven (scraig@uh.edu): 17 , 97 Crawley, Andrew (andrew.crawley@maine.edu): 31 , 83 , 129 Credit, Kevin (kcredit@uchicago.edu): 30 , 70 , 84 , 137 Crofton, Kevin (Kevin.Crofton@colostate.edu): 135 Crosson, Courtney (ccrosson@email.arizona.edu): 99 Crown, Daniel (crown.17@osu.edu): 13 , 104 , 117 , 137 Cultice, Brian (cultice.7@osu.edu): 88 Cuomo, Raphael (racuomo@ucsd.edu): 28 Cutler , Harvey (Harvey.Cutler@ColoState.EDU): 98 Czamanski, Danny (DannyC@wgalil.ac.il): 32 , 46 , 100 D`Costa, Sabine (s.dcosta@westminster.ac.uk): 44 da Motta Veiga, Serge (damottav@american.edu): 45 Dall`Erba, Sandy (dallerba@illinois.edu): 17 , 34 , 101 Dang, Anrong (danganrong@126.com): 72 Dangal, Vikash (VDangal@agcenter.lsu.edu): 76 Daniel Silva Antunes de Carvalho, Daniel (dan1elsilva@hotmail.com): 128 Davila Flores, Alejandro (alejandro.davila@uadec.edu.mx): 67 Davis, Alison (Alison.Davis@uky.edu): 41 Davis, Eric (erozier2@gmail.com): 82 , 98 , 124 de Almeida Vale, Vinicius (vinicius.a.vale@gmail.com): 14 , 29 de Almeida, Eduardo (edualmei@gmail.com): 50 de Almeida, Lucas (lucancastro@hotmail.com): 50 de Melo Caldas, Renata (rcaldas@illinois.edu): 58 De Senna, Valter (valter.senna@gmail.com): 69 Dearmon, Jacob (JDearmon@okcu.edu): 86 Dearmon, Jacob (jdearmon@hotmail.com): 86

84

Del Bo, Chiara (chiara.delbo@unimi.it): 96 Deller, Steven (scdeller@wisc.edu): 27 , 41 , 82 Delmelle, Elizabeth (edelmell@uncc.edu): 62 Deng, Nanxin (deng.335@osu.edu): 58 Dentinho, Tomaz (tomas.lc.dentinho@uac.pt): 40 , 100 , 121 , 133 Dickson, Maria Michela (mariamichela.dickson@unipd.it): 21 Ding, Guanqun (dinggq_ecnu@163.com): 89 do Amaral, Luciana Soares Luz (lucianasoaresluz@gmail.com): 31 Dobis, Elizabeth (eud313@psu.edu): 27 Dobratz, Crystal (crystal.dobratz@morgan.edu): 54 Domingues, Edson (domingues.edson@gmail.com): 29 , 58 Donaghy, Kieran (kpd23@cornell.edu ): 100 Dotzel, Kathryn (krdotzel@gmail.com): 117 Douma, Jacob (jdouma@asu.edu): 60 Dragicevic, Suzana (suzanad@sfu.ca): 72 , 86 Drucker, Joshua (jdruck@uic.edu): 15 Du, Rui (durui@mit.edu): 19 Dudensing, Rebekka (rmdudensing@tamu.edu): 44 , 131 Dutta, Mrinal (mkdutta@iitg.ernet.in): 94 Dziechielski, Michal (k.kourtit@tue.nl): 32 Eberhard, Juan Pedro (juan,eberhard@uai.cl): 104 Edzes, Arjen (a.j.e.edzes@rug.nl): 125 Elliott, Robert (r.j.elliott@bham.ac.uk): 47 Erfanian, Elham (elhamerfanian@mix.wvu.edu): 74 Espa, Giuseppe (giuseppe.espa@unitn.it): 21 Esposito, Christopher (cresposito@ucla.edu): 73 Esqueda Walle, Ramiro (resquedaw@uat.edu.mx): 55 , 94 Eun, Sungtae (sungtae.eun@ttu.edu): 131 Eyer, Jonathan (jeyer@usc.edu): 87 Faggian, Alessandra (alessandra.faggian@gssi.it ): 56 , 93 , 104 Fannin, Matthew (MFannin@agecenter.lsu.edu): 76 Farah, Irene (irenef@uchicago.edu): 70 , 84 Faria, Fernanda (fernandaicsa@gmail.com): 58 Farrigan, Tracey (tfarrigan@ers.usda.gov): 113 Fei, Da (feidanju@gmail.com): 18 Feng, Bo (fengb@marshall.edu): 58 , 126 Feng, Xin (xin.feng@geog.ucsb.edu): 71 , 85 Fernandes de Araujo Junior, Inacio (inaciofaj@gmail.com): 29 Fernandes Tomon Avelino, Andre (fernan17@illinois.edu): 57 , 83 , 101 Ferreira, João Pedro (joao.pr.ferreira@gmail.com): 69 Figueroa-Armijos, Maria (mfigueroaarmijos@gmail.com): 45 , 54 Fiori, José Rodolfo (zehfiori@gmail.com): 37 Firmino Costa da Silva, Diego (diegofirmino@gmail.com): 63 , 114 Fleming, David (david.fleming@csiro.au): 16 Flores, Miguel (miguelflores@itesm.mx): 48 , 118 Folch, David (dfolch@fsu.edu): 113 Folden, Mark (mfolden@nctcog.org): 43 Folmer, Henk (h.folmer@rug.nl): 102

85

Forest, Emile (emileforest1@gmail.com): 61 Franco, Sofia (sfranco@novasbe.pt): 49 Franklin, Rachel (rachel_franklin@brown.edu): 76 , 91 , 104 Freguglia, Ricardo (ricardo.freguglia@ufjf.edu.br): 126 Freire, Debora (dfreirecardoso@gmail.com): 29 , 58 Frenchman, Dennis (dennisf@mit.edu): 45 Fuentes Castillo, Elena (efcfuentesfuentes@gmail.com): 94 Furceri, Davide (davide.furceri@unipa.it): 97 Gaboardi, James (jgaboardi@fsu.edu): 72 Galdo, Virgilio (vgaldo@worldbank.org): 19 Galvis, Luis (lgalvis74@gmail.com): 29 Gama, Fabio (f140383@gmail.com): 31 GAO, Xiang (williamgao1993@163.com): 57 García Alonso, Lorena (lorena@uniovi.es): 35 Garcia-Lopez, Miquel-Angel (MiquelAngel.Garcia@uab.cat): 30 Garduno-Rivera, Rafael (rafael.garduno@gmail.com): 131 Garretsen, Harry (j.h.garretsen@rug.nl): 55 Gazda, Vladimir (vladimir.gazda@tuke.sk): 46 Geng, Wenjun (1491987043@qq.com): 29 Georgic, Will (wgeorgic@gmail.com): 18 Gerritse, Michiel (gerritse@ese.eur.nl): 17 , 55 Getis, Arthur (GETIS@sdsu.edu): 59 Gezer, Büsra (gezerbsra@gmail.com): 33 Gezici Korten, Ferhan (ferhangezici@gmail.com): 16 , 33 Ghanem, Roger (ghanem@usc.edu): 75 Gheasi, Masood (m.Gheasi@vu.nl): 123 Gibson, John (jkgibson@waikato.ac.nz): 73 , 113 Girsang, Wardis (girsang_2010@yahoo.com): 119 Giuliani, Diego (diego.giuliani@unitn.it): 21 Gkritza, Konstantina (nadia@purdue.edu): 30 , 41 Goemans, Chris (Chris.Goemans@colostate.edu): 135 Goetz, Stephan (sgoetz@psu.edu): 16 , 27 , 28 Goffette-Nagot, Florence (goffette-nagot@gate.cnrs.fr): 113 Gong, Zhaoya (z.gong@bham.ac.uk): 72 Gong, Zhaoya (haydong@gmail.com): 72 Gong, Zhaoya (z.gong@bham.ac.uk): 86 Gong, Zhaoya (haydong@gmail.com): 86 Gonzalez, Julia (jgonzlz3@illinois.edu): 84 Graff, Gregory (Gregory.Graff@colostate.edu): 110 Graham, Daniel (d.j.graham@imperial.ac.uk): 44 Gramig, Benjamin (bgramig@illinois.edu): 136 Gray, Richard (Department of Agricultural and Resource Economics): 115 Graziano, Marcello (grazi1m@cmich.edu): 135 Grecco Zanon Moura , Ticiana (tgzmoura@uesc.br): 35 Greenaway-McGrevy, Ryan (r.mcgrevy@auckland.ac.nz): 109 Greenhalgh-Stanley, Nadia (ngreenha@kent.edu): 35 Griffith, Daniel (dagriffith@utdallas.edu): 32 Gulati, Bharman (brahman@gmail.ecom): 68 , 95 Gulyás, László (lgulyas@elte.hu): 100 Gutierrez Posada, Diana (d.gutierrez.posada@gmail.com): 36 , 59

86

Haddad, Eduardo (ehaddad@usp.br): 14 , 29 Haddad, Mônica (haddad@iastate.edu): 124 Halimatussadiah, Alin (alin.halimah@gmail.com): 137 Hallowell, Angela (angela.hallowell@maine.edu): 31 Hamideh, Sara (shamideh@iastate.edu): 82 , 98 Han, Luyi (luhan@okstate.edu): 126 Han, Su (suhan@ucr.edu ): 130 Han, Yicheol (yuh14@psu.edu): 16 Hanaoka, Ryota (opuct.r10126@gmail.com): 102 Hatzopoulou, Marianne (marianne.hatzopoulou@utoronto.ca): 128 Haus-Reve, Silje (silje.haus-reve@uis.no): 104 Haynes, Kingsley (khaynes@gmu.edu): 112 , 116 Hean, Oudom (hean.1@osu.edu): 117 , 129 Herndon, James (hernd008@crimson.ua.edu): 130 Hewings, Geoffrey J.D. (hewings@illinois.edu): 83 , 109 Hilde , Thomas (t.hilde@csuohio.edu): 98 Hoang, Edward (ehoang@uccs.edu): 17 Hodge, Timothy (trhodge@oakland.edu): 62 Hodges, Collin (cdhodges@mix.wvu.edu): 88 Holmes, Mark (MarkHolmes@waikato.ac.nz): 73 Holtzman, Phoebe (epkh@mit.edu): 73 Hong, Insu (insu.hong@mail.wvu.edu): 85 , 99 Hood, Kyle (kyle.hood@bea.gov): 109 Horridge , Jonathan Mark (mark.horridge@gmail.com): 29 Horvath, Denis (denis.horvath@upjs.sk): 46 Hoshino, Eriko (eriko.hoshino@utas.edu.au): 119 Hoveid, Oyvind (oyvind.hoveid@nibio.no): 115 Hsieh , Yi-Kai (kenszoids@gmail.com): 119 Hu , Yuchen (Yuchen.Hu@colostate.edu): 98 Hu, Wanyang (wanyang@g.ucla.edu): 122 Hua, Yue (huayue1126@outlook.com): 34 Huang, Yantao (yantao.h@utexas.edu): 57 , 110 , 128 Huang, Yongming (hym@whu.edu.cn): 57 Hudec, Oto (oto.hudec@tuke.sk): 46 HUNG, CHI-TUNG (ct@mail.mcu.edu.tw): 87 , 102 Hung, Liwen (d99323008@ntu.edu.tw): 55 Hurtado, Carlos (hrtdmrt2@illinois.edu): 70 , 84 Ihlanfeldt, Keith (kihlanfeldt@fsu.edu): 64 Irimoto, Hiroshi (toyota40906@gmail.com): 102 Irwin, Nicholas (irwin.114@osu.edu): 134 Ishikura, Tomoki (iskr@tmu.ac.jp): 101 Islam, Samia (samiaislam@boisestate.edu): 129 Issel, Michele (Michele.Issel@uncc.edu ): 21 Jackson, Randall (Randall.Jackson@mail.wvu.edu): 69 , 74 Jaeger, Dale (dale@jaegerco.com): 124 Jafari, Elham (ejafari@indiana.edu): 28 Jaquet, Timothy (jaquet.5@osu.edu): 127 Jarosi, Peter (peter.jarosi@mail.wvu.edu): 69 Javadian, Golshan (golshan.javadian@morgan.edu): 54 Jayanetti, Kalana (kalanaj@gmail.com): 42 Jean, Dube (Jean.Dube@esad.ulaval.ca): 84 Jones, Lauren (jones.2846@osu.edu): 27 Jong, Dylan (d.m.o.jong@rug.nl): 104 Jung, Paul (pjung1@uncc.edu): 21 , 72 Kacher, Nicholas (Nicholas.Kacher@colostate.edu): 42 , 123

87

Kakpo , Kim (eliakim.kakpo@colostate.edu): 98 Kakuya, Matsushima (matsushima.kakuya.7u@kyoto-u.ac.jp): 103 Kan, Changcheng (448211363@qq.com): 72 Kanakia, Janvi Gandhi (janvi.gandhi.phd@gmail.com): 87 KANG, WEI (weikang@ucr.edu): 1 , 130 Karim El Meligi, Andrea (andreak.elmeligi@gmail.com): 96 Karlsson, Charlie (charlie.karlsson@ju.se): 31 Kawakami, Tetsu (tekawaka@kindai.ac.jp): 45 Ke, Yue (ke10@purdue.edu): 30 Kedron, Peter (pjkedron@gmail.edu): 56 Khordagui, Nagwa (nkhordag@uci.edu): 49 Khordagui, Nagwa (nkhordag@uci.edu): 116 Kilkenny, Maureen (email not available): 115 Kim, Ayoung (ayoung.kim@msstate.edu): 91 Kim, Brian H.S. (briankim66@snu.ac.kr): 12 Kim, Geon (gkim86@uic.edu): 15 Kim, Hyun (hkim56@utk.edu): 71 , 85 , 99 Kim, Jae Hong (jaehk6@uci.edu): 73 Kim, Kamyoung (kamyoungkim@knu.ac.kr): 85 , 99 Kim, Kwansoo (kimk@snu.ac.kr): 102 Kim, Yong (kim1861@purdue.edu): 122 Kim, Yongjoon (yongjoonkim2012@snu.ac.kr): 102 Kishan, Ruby (rk02@txstate.edu): 127 Klaiber, H. Allen (klaiber.16@osu.edu): 18 Klier, Thomas (thomas.klier@chi.frb.org): 49 Knaap, Elijah (elijah.knaap@ucr.edu ): 130 Kobayashi, Kiyoshi (kobayashi.kiyoshi.6n@kyoto-u.ac.jp): 103 Kockelman, Kara (kkockelm@mail.utexas.edu): 49 , 57 , 93 , 110 , 114 , 128 Kohlhase, Janet E. (jkohlhase@uh.edu): 17 Komarek, Timothy (tkomarek@odu.edu): 62 , 135 Kourtit, Karima (k_kourtit@HOTMAIL.COM): 2 , 20 , 32 , 46 KUO, YING-MIN (millie.kuo@okstate.edu): 119 Kures, Matt (matthew.kures@uwex.edu): 27 Kwon, Kyusang (kyusang.kwon@krihs.re.kr): 33 Lahr, Michael (lahr@rutgers.edu): 69 , 83 Laird, Mathew (mrl14b@my.fsu.edu): 113 Lambert, Dayton M (dlamber1@utk.edu): 50 Lambert, Lixia He (lixiahe@gmail.com): 50 Larsson, Johan P (jpl66@cam.ac.uk): 31 LaVoice, Jessica (jessicalavoice@gmail.com): 131 Le, Trinh (Trinh.Le@motu.org.nz): 113 Leal, Ana Rosa (anarosaleba@gmail.com): 118 Lee, Annie (annieslee777@gmail.com): 109 Lee, Kangoh (klee@sdsu.edu.): 97 Lehnert, Matthew (matthew.lehnert@rockets.utoledo.edu): 60 , 114 Lema, Eva (lema1e@cmich.edu): 135 Lemberger, Markus (markus.lemberger@fham.de): 110 Lenz, Peter (plenz@dstillery.com): 13 Leonard, Tammy (tammy.leonard@unt.edu): 88 LeSage, James (james.lesage@txstate.edu): 37 , 93 Levy, Jason (jlevy@hawaii.ecu): 97 Lewis, David (lewisda@oregonstate.edu): 122

88

Li, Chao (chao@waikato.ac.nz): 73 Li, Chia-Nung (ljn@ulive.pccu.edu.tw): 119 Li, Huiping (huiping.shufe@gmail.com): 127 Li, Jingwen (jl3447@cornell.edu): 67 Li, Qiang (National University of Singapore): 127 Li, Wenzheng (wl563@cornell.edu): 136 Li, Xiumin (lixm@nenu.edu.cn): 130 Li, Zili (Zili.li@uq.edu.au): 114 Liao, Bei (liaob2@uci.edu): 73 Lim, Jaewon (jaewon.lim@unlv.edu): 128 , 134 Lim, Jungmin (limjungm@msu.edu): 89 Lima, Ricardo (ricardocarvalho2009@gmail.com): 88 Lin, Wen-Yen (wylin01@mail.mcu.edu.tw): 87 , 102 Liu, Changxin (liuchangxin@casipm.ac.cn): 130 Liu, Shiqin (liu.shiq@husky.neu.edu): 112 LIU, Xiuli (xiuli.liu@amss.ac.cn): 20 , 83 Liu, Xueqin (liuxueqin2009@126.com): 101 Livy, Mitchell (mlivy@fullerton.edu): 134 Lo, Chien-Wen (chienwen@mail.mcu.edu.tw): 119 Lopez, Esteban (esteban.lopez@uai.cl): 63 , 111 Lopez, Juan Carlos (juancarlos.lopez@du.edu): 15 Lotspeich, Michael (Michael_Lotspeich@baylor.edu): 95 Low, Sarah (sarahalow@gmail.com): 13 , 28 , 42 , 56 , 68 , 82 , 95 , 110 , 123 , 135 Lowatcharin, Grichawat (grichawat@kku.ac.th): 123 Ma, Qiwei (maqw15@mails.tsinghua.edu.cn): 72 Maas, Alex (alexmaas@uidaho.edu): 41 Macedo, Edith (emacedo@up.edu.mx): 70 Mack, Elizabeth (emack@msu.edu): 126 , 130 , 137 Madden, John ( john.madden@vu.edu.au): 3 Mahmoodi, Nooshin (n.mahmoodi@semnan.ac.ir): 50 Mandal, Bidisha (bmandal@wsu.edu): 12 Manning, Dale (dale.manning@colostate.edu): 135 Mansury, Yuri (ymansury@iit.edu): 100 Marshall, Julie (jmarshall@arc.gov): 74 Matisziw, Timothy (matisziwt@missouri.edu): 46 Matsumoto, Ryosuke (matsumoto.ryosuke.84@rtri.or.jp): 116 Matsuo, Miwa (mmatsuo@rieb.kobe-u.ac.jp): 20 Mazzola, Fabio (fabio.mazzola@unipa.it): 97 McCann, Philip (p.mccann@sheffield.ac.uk): 104 McCorkle, Dean (d-mccorkle@tamu.edu): 131 McGranahan, David (dmcg@ers.usda.gov): 74 McKee, Sophie ( sophie.mckee@colostate.edu): 98 McKinnon, Innisfree (mckinnoni@uwstout.edu): 60 McLaughlin, Patrick (patrick.mclaughlin@ers.usda.gov): 84 McMillen, Daniel (mcmillen@illinois.edu): 64 Mead Kling, Hannah (hannah.kling@snc.edu): 118 Meadowcroft, Devon (devon.meadowcroft@okstate.edu ): 27 Medrano, Antonio (medrano@ucsb.edu): 71 , 99 Mencken, Carson (Carson_Mencken@baylor.edu): 95 Mendes, Maria Izabel (mbelmendes@gmail.com): 31 Mendez-Ortega, Carles (carles.mendez@urv.cat): 36 , 96 Menezes, Tatiane (tatianedemenezes@gmail.com): 12 , 37 Meurers, Martin (martin.meurers@bmwi.bund.de): 123

89

Michal Dziechielski, Michal (Adam Mickiewicz University): 46 Mikaelian, Levon (lmikaelian@fsu.edu): 44 Mills, Russell (millsrw@bgsu.edu): 103 Miron, John (miron@utsc.utoronto.ca): 61 , 90 MIYATA, Yuzuru (miyata@ace.tut.ac.jp): 102 Mjelde, James (j-mjelde@tamu.edu): 44 Mocetti, Sauro (sauro.mocetti@bancaditalia.it): 134 Modica, Marco (marco.modica@gssi.it): 56 Moenius, Johannes (johannes_moenius@redlands.edu): 118 , 123 Mongardini, Matteo (matteo.mongardini@bancaditalia.it): 134 Monteiro, Roberto Luiz Souza (roberto@souzamonteiro.com): 69 Moorena, Lolita (lolitamoorena@gmail.com): 119 Moreno, Eduardo (eoikos7@gmail.com): 81 Morin, Tyler (morin.43@osu.edu): 97 Morioka, Takuro (takuro.morioka6@gmail.com): 116 Moussouni, Oualid (moussouni.oualid@courrier.uqam.ca): 36 Mu, Wangshu (wangshum@asu.edu): 71 Müderrisoglu, Burcu (burcu.muderrisoglu@omu.edu.tr): 16 Mueller, Andrew (Andrew.Mueller@du.edu): 42 Mur, Jesus (jmurlac@gmail.com): 50 Murayama, Toru (torumurayama0224@gmail.com): 90 , 103 Murray, Alan (amurray@ucsb.edu): 59 , 71 , 85 , 99 Murray, John (jmmurra4@ncsu.edu): 30 Myck, Michal (mmyck@cenea.org.pl): 15 Myles, Colleen (cch64@txstate.edu): 60 Nadreau, Timothy (timothy.nadreau@wsu.edu): 115 Nagamatsu, Shingo (nagamatu@kansai-u.ac.jp): 87 Naito, Tohru (tnaito@mail.doshisha.ac.jp): 125 Najsztub, Mateusz (mnajsztub@cenea.org.pl): 15 Nakabayashi, Masaki (mn@iss.u-tokyo.ac.jp): 117 Nakamura, Shohei (snakamura2@worldbank.org): 44 Naldi, Lucia (lucia.naldi@ju.se): 31 Nasrudin, Rus`an (rus`an.nasrudin@anu.edu.au): 119 Nath, Hiranya K (eco_hkn@shsu.edu): 94 Navin, Jordan (jordan.navin@colostate.edu): 135 Nemoto, Jiro (nemoto@nagoya-u.jp): 45 Nesse, Katherine (knesse@spu.edu): 124 Neumark, David (dneumark@uci.edu): 70 Newbold, Bruce (newbold@mcmaster.ca): 61 , 76 , 91 , 104 , 133 Nguyen, Chi (cmnguyen@umail.iu.edu): 28 Nguyen-Hoang, Phuong (phuong-nguyen@uiowa.edu): 45 Niblett, Matthew (mattniblett@gmail.com): 85 , 99 Nicolini, Rosella (rosella.nicolini@uab.cat): 30 Nijkamp, Peter (JADS Jheronimus Academy of Data Science): 2 , 20 , 32 , 39 , 43 , 46 Nilsson, Isabelle (inilsso1@uncc.edu): 60 , 62 Nishigaki, Yasuyuki (nisigaki@econ.ryukoku.ac.jp): 17 Nodjomian, Adam (anodjomian@utexas.edu): 49 Nurlinda, Ida (ida.nurlinda@unpad.ac.id): 33

90

O`Hanley, Jesse (Kent University): 71 O`Hanley, Jesse (J.Ohanley@kent.ac.uk ): 85 Ocampo Solarte, Hernan (hocampo@gsu.edu): 94 Ochsen, Carsten (carsten.ochsen@uni-rostock.de): 129 Ojede, Andrew (a_o96@txstate.edu ): 127 Okamoto, Chigusa (okamoto-chigusa546@g.ecc.u-tokyo.ac.jp): 90 Okuyama, Yasuhide (okuyama@kitakyu-u.ac.jp): 87 , 101 Olivera, Grissel (gristij55@gmail.com): 48 Ord, Keith (Keith.Ord@georgetown.edu): 59 Orea, Luis (lorea@uniovi.es): 20 Ortega-Argiles, Raquel (R.OrtegaArgiles@bham.ac.uk): 81 Osth, John (John.Osth@kultgeog.uu.se): 32 Ota, Mitsuru (ota@sk.tsukuba.ac.jp): 90 , 103 Paquette, Sylvain (sylvain.paquette@umontreal.ca): 61 Parker, Tim (tparker@ers.usda.gov): 74 Partridge, Mark (Partridge.27@osu.edu): 5 , 23 , 93 Paterson, Robert G. (rgfp@austin.utexas.edu): 98 Patuelli, Roberto (roberto.patuelli@unibo.it): 50 Peacock, Walter (wgpeacock@gmail.com): 98 Pearsall, Hamil (hamil.pearsall@temple.edu): 111 Peeters, Dominique (dominique.peeters@uclouvain.be): 50 Peng, Shinkun (speng@econ.sinica.edu.tw): 55 Pereira, Eder Johnson de Area Leão (ederjohnson1@hotmail.com ): 69 Pereira, Hernane Borges De Barros (hernanebbpereira@gmail.com ): 69 Perez Silva, Rodrigo (perezsilva.1@buckeyemail.osu.edu): 137 Perez, Javier (gjavierperezv@gmail.com): 15 Perez, Jose A. (japerez@uniovi.es): 20 Perobelli, Fernando (fernandosalgueiro.perobelli@gmail.com): 14 Petach, Luke (Luke.Petach@colostate.edu): 68 , 95 Peters, David (dpeters@iastate.edu): 82 , 124 Pezzi, M. Giulia (giulia.pezzi@gssi.it): 60 Piermattei, Luca (l.piermattei@piermattei.org): 96 Pines, David (pines@post.tau.ac.il): 62 Pizzuto, Pietro (pietro.pizzuto02@unipa.it ): 97 Plane, David (plane@email.arizona.edu): 24 Ploderer, Lilien (lplderer@memphis.edu): 47 Plotnikova, Maria (map26@aber.ac.uk): 36 Pludow, B. Amelia (bapludow@geog.ucsb.edu): 85 , 99 Pokharel, Shree (shree.pokharel@wvlegislature.gov): 74 Poleacovschi, Cristina (poleacov@iastate.edu): 124 Poot, Jacques (h.j.poot@vu.nl): 48 , 136 Prenzel, Paula (p.v.prenzel@uu.nl): 76 Pretaroli, Rosita (rosita.pretaroli@unimc.it): 96 Priyanta, Maret (maret.priyanta@unpad.ac.id): 33 Procopio, Igor (igor.procopio@economia.ufjf.br): 126 Proque, Andressa (alemesproque@gmail.com): 16 Pu, Xiaojun (Xiaojun.Pu@utdallas.edu): 122 Pyrialakou, Dimitra (dimitra.pyrialakou@mail.wvu.edu ): 30 Pyrialakou, V. Dimitra (vdpyriala@gmail.com): 44 Qian, Haifeng (haifeng-qian@uiowa.edu): 45 , 112

91

Quarles, Neil (neilquarles@utexas.edu): 110 Rahimi, Sohrab (sur216@psu.edu): 114 Rajbhandari, Isha (irajbhandari@pugetsound.edu): 137 Rama, Martin (mrama@worldbank.org): 19 Ramos, Pedro (pnramos@fe.uc.pt): 69 Rangel Blanco, Lidia (lrangel@docentes.uat.edu.mx>): 55 Ratajczak, Waldemar (walrat@amu.edu.pl): 32 , 46 Reggiani, Aura (aura.reggiani@unibo.it): 32 , 46 , 100 Reid, Neil (neil.reid@utoledo.edu): 23 , 40 , 60 Reina, Yuri (yreinaar@banrep.gov.co): 19 Resosudarmo, Budy (budy.resosudarmo@anu.edu.au): 66 , 119 Rey, Sergio (serger@ucr.edu ): 1 , 93 , 130 Reynolds, Curtis Lockwood (creynol9@kent.edu): 12 Ribas, Henrique (henrique.ribas@usp.br): 33 Ribeiro, Luiz Carlos de Santana (ribeiro.luiz84@gmail.com): 58 , 69 Ricculli, Diana (driccima@banrep.gov.co): 15 , 19 Richardson, Kathrine (kathrine.richardson@sjsu.edu): 112 Rickman, Dan (dan.rickman@okstate.edu): 40 , 56 Rocha, Thiago (rochahernandes3@gmail.com): 37 Rogers, Carol (rogersc@indiana.edu): 98 Rogerson, Peter (rogerson@buffalo.edu): 86 Rohlin, Shawn (srohlin@kent.edu): 35 Roig, Jose Luis (joseplluis.roig@uab.cat): 30 Rojas, Lisa Lorena Losada (losadar@purdue.edu): 41 Rokicki, Bartlomiej (brokicki@wne.uw.edu.pl): 29 Roos, Elizabeth (louise.roos@vu.edu.au): 3 , 14 Rose, Adam (adamzros@price.usc.edu): 87 , 101 Roskruge, Matthew (m.roskruge@massey.ac.nz): 48 Ross, Amanda (aross@cba.ua.edu): 130 Rubenstein, James (rubensjm@miamioh.edu): 49 Rubin, Ziv (ziv.rubin@utoronto.ca): 61 Ruiz, Sofía (sruizc@eae.es): 70 Rupasingha, Anil (anil.rupasingha@ers.usda.gov): 13 , 95 Saavedra, Luz (lasaavedra@stthomas.edu): 55 Sadayuki, Taisuke (tai.sadayuki@gmail.com): 89 Sakamoto, Taiki (skmtd82@gmail.com): 102 Sakurai, Katsuhiro (k-sakurai@ris.ac.jp): 18 Salihoglu, Güliz (gozturk@gtu.edu.tr): 16 Sanen, Normand (economiazafra@gmail.com): 69 Santi, Flavio (flavio.santi@unitn.it): 21 Santiago-Bartolomei, Raul (raulsant@usc.edu): 63 Santos, Gervasio (gervasios@ufba.br): 16 , 128 Sato, Yasuhiro (ysato@e.u-tokyo.ac.jp): 90 Saucedo De La Fuente, David (dxs144830@utdallas.edu): 21 , 127 Schintler, Laurie (lschintl@gmu.edu): 32 , 46 , 100 Schmidt, Joel (joel.schmidt@fham.de): 110 Schoenberg, Alina (alina.schoenberg@fh-krems.ac.at): 103 Schreiner, Sydney (schreiner.77@osu.edu): 91 Schweitzer, Mark (mark.schweitzer@clev.frb.org): 74 , 118 Sengupta, Shruti (shruti.sengupta@okstate.edu): 137 Serfas, Devin (das048@mail.usask.ca): 115 Sesmero, Juan (jsesmero@purdue.edu): 122

92

Severini, Francesca (francesca.severini@unimc.it): 96 Seymour, Eric (eric_seymour@brown.edu): 91 Shakya, Shishir (shishir.shakya@mail.wvu.edu): 54 Shapiro, Josh (jshapiro@ucsd.edu): 28 SHIBUSAWA, Hiroyuki (hiro-shibu@tut.jp): 18 , 26 , 102 Shields , Martin (martin.shields@colostate.edu): 98 Siebenmorgen, Martin (martin.siebenmorgen@rottal-inn.de): 110 Silva, Diana (dlgsilva@ufba.br): 16 Silva, Núbia (nubiacristina@gmail.com): 37 Silveira Neto, Raul (rau.silveira@uol.com.br): 63 , 88 , 114 Skidmore, Mark (mskidmor@anr.msu.edu): 27 , 89 Slaper, Timothy (tslaper@indiana.edu): 13 , 28 , 98 Smirnov, Oleg (Oleg.Smirnov@utoledo.edu): 124 Smit, Martijn (M.J.Smit@uu.nl): 36 Smith, Tim (smit1638@purdue.edu): 115 Smith, Tony E. (tesmith@seas.upenn.edu): 86 Socci, Claudio (claudiosocci@unimc.it): 96 Sohn, Jungyul (jsohn@snu.ac.kr): 33 Song, Chun (song404@purdue.edu): 89 Squibb, James (james.squibb@implan.com): 81 Stallmann, Judith (stallmannj@missouri.edu): 82 , 123 Stavropoulos, Spyridon (stavropoulos@ese.eur.nl): 58 Stenberg, Peter (NORDACAD13@gmail.com): 35 Stenberg, Peter (stenberg@ers.usda.gov): 41 Stephens, Heather (heather.stephens@mail.wvu.edu): 27 , 88 , 112 Stepniak , Marcin (marcinst@ucm.es): 29 Stewart, Nathan (nathan.stewart@mail.utoronto.ca): 61 Stolarick, Kevin (kstolarick@gmail.com): 126 Strange, William (wstrange@rotman.utoronto.ca): 64 Sun, Weizeng (swz1989@qq.com): 34 Swartz, Caroline (cswartz1@uncc.edu): 112 Swisher, Ryan (ryan.swisher@usma.edu): 48 Tajibu, M. Jibril (mjtajibu@gmail.com): 119 Talen, Emily (talen@uchicago.edu): 70 Tao, Ran (rant@usc.edu): 72 , 86 Tao, Ran (bobyellow315@gmail.com): 86 Terzidis, Nikolaos (n.terzidis@rug.nl): 81 Thill, Jean-Claude (Jean-Claude.Thill@uncc.edu): 5 , 21 , 72 , 86 , 111 Thilmany, Dawn (Dawn.Thilmany@colostate.edu): 42 Thomas, Logan (lthomas@arc.gov): 74 Thompson, Eric (ethompson2@unl.edu): 42 Thorvaldson, Jennifer (jenny@implan.com): 81 Tian, Zheng (zzt36@psu.edu): 28 Tiefelsdorf, Michael (tiefelsdorf@utd.edu): 122 Timini, Jacopo (jacopo.timini@bde.es): 94 Tobias, Michele (mmtobias@ucdavis.edu): 60 Tolbert, Charles (Charlie_Tolbert@baylor.edu): 95 Tong, Daoqin (Daoqin.Tong@asu.edu): 71 , 85 , 99 Torres, Jose (torre5j@cmich.edu): 135 Troske, SuZanne (s.troske@uky.edu): 41 Trouw, Michael (mtrouw@gmail.com): 42 , 110 Tu, Ran (ran.tu@mail.utoronto.ca): 128 Tupy, Igor (igortupy@cedeplar.ufmg.br): 58 Tweedle, Jesse (jesse.tweedle@canada.ca): 76

93

Uhr, Daniel de Abreu Pereira (daniel.uhr@gmail.com): 34 Uhr, Júlia Gallego Ziero (zierouhr@gmail.com): 34 Urso, Giulia (giulia.urso@gssi.it): 56 Valdes , Juan Manuel (jmvc24@unam.mx ): 69 Valdes, Miriam (miriam.valdes@uadec.edu.mx): 67 van Dijk, Jouke (jouke.van.dijk@rug.nl): 105 , 125 Van Marrewijk, Charles (J.G.M.vanMarrewijk@uu.nl): 55 Van Oort, Frank (vanoort@ese.eur.nl): 36 , 58 Van Oort, Frank (f.g.vanoort@uu.nl): 75 Van Zandt, Shannon (svanzandt@arch.tamu.edu): 98 Vance, Colin (Colin.Vance@rwi-essen.de): 37 Vasconcelos, Rafael (rafael.vasconcelos@ufpe.br): 12 Vazquez, Cristina (crvar8616@gmail.com): 81 Venhorst, Viktor (v.a.venhorst@rug.nl): 104 Vissoci, João (jnv4@duke.edu): 37 Wade, Heather (hwade@tamu.edu): 98 Waldorf, Brigitte (bwaldorf@purdue.edu): 91 , 122 Walshok, Mary (mwalshok@ucsd.edu): 28 Wang, Hangbo (hongbo.wang@okstate.edu): 56 Wang, Haoying (halking.econ@gmail.com): 125 Wang, Rui (ruiwang@jhu.edu): 122 Wang, Zheng (wangzheng@casipm.ac.cn): 19 , 130 Wang, Zifan (zifanwang@umail.ucsb.edu ): 99 Watson, Philip (pwatson@uidaho.edu ): 41 Weber, Bruce (bruce.weber@oregonstate.edu): 122 Weber, Jeremy (j.weber@pitt.edu): 56 Weber, Rachel (rachelw@uic.edu): 15 Wei, Ran (ran.wei@ucr.edu): 59 , 71 , 85 , 99 Weiler, Stephan (stephan.weiler@colostate.edu): 13 , 28 , 42 , 56 , 68 , 82 , 95 , 110 , 123 , 135 Weinstein, Amanda (aweinstein@uakron.edu): 12 , 35 Welch, Sarah (sarah.maeve.welch@maine.edu): 129 Westlund, Hans (hans.westlund@ju.se): 31 Whitacre, Brian (brian.whitacre@okstate.edu): 27 White, Jonah (white115@msu.edu): 30 , 126 Wild, David (djwild@indiana.edu): 98 Winters, John (winters1@iastate.edu): 112 , 126 , 137 Wojan, Tim (twojan@ers.usda.gov): 13 , 117 Wolf, Levi (levi.john.wolf@bristol.ac.uk ): 130 Won, Doohwan (doohwan@gmail.com): 128 , 134 Xiang, Xin (xiangxin950205@163.com): 20 Xu, Jiayi (jzx0022@auburn.edu): 119 Xu, Jing (jxu@umail.ucsb.edu ): 71 , 99 Xu, Minhong (mxu23@illinois.edu): 62 Xu, Yilan (yilanxu@illinois.edu): 62 Yamada, Eri (yamadaeri@econ.nagoya-cu.ac.jp): 45 Yamazaki, Satoshi (Satoshi.Yamazaki@utas.edu.au): 119 Yan, Haonan (yanhnan@utexas.edu): 110 Yoder, Jonathan (yoder@wsu.edu): 115 Yonemoto, Kiyoshi (yonemoto@tcue.ac.jp): 43 Yonto, Daniel (dyonto@uncc.edu): 111 Yonzan, Nishant (nyonzan@gradcenter.cuny.edu): 111 Yun, Seong (seong.yun@msstate.edu): 136 Yunanto, Adi (iyunanto13@gmail.com): 137 Zabel, Jeffrey (Jeff.Zabel@tufts.edu): 59 Zafra, Krista (krista@comunidad.unam.mx): 131 Zakaria, Noor Aini (ainizack82@gmail.com ): 137

94

Zarecor, Kimberly (zarecor@iastate.edu): 82 Zeballos, Eliana (eliana.zeballos@ers.usda.gov): 84 Zhang, Lei (lei.zhang.3@ndsu.edu): 88 Zhang, Min (minzhangzju@hotmail.com): 48 Zhang, Ruda (rudazhan@usc.edu): 75 Zhang, Xue (xz435@cornell.edu): 109 Zhang, Yizhou (yzhng114@illinois.edu): 109 Zhang, Ziye (zz396@cornell.edu): 136 Zhangaliyeva, Aigerim (aigerim7@gmail.com): 117 Zhao, Xueting (xueting.zhao@implan.com): 69 Zheng, Ping (pzheng@indiana.edu): 13 , 28 Zheng, Qinyue (14125657@bjtu.edu.cn): 19 Zheng, Siqi (sqzheng@mit.edu): 19 Zhong, Qing (qzhong10@email.arizona.edu): 99 Zhou, Yulong (yulongzhou@nankai.edu.cn): 116 Zigmund , Stephen (szigmund@utexas.edu): 98 Zoll, Deidre (deidrezoll@utexas.edu): 98 Zoricak, Martin (martin.zoricak@tuke.sk): 46

95

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97

98

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Notes