spaces of international economy and management 2010 siem ... · production system in the united...
TRANSCRIPT
![Page 1: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/1.jpg)
Spaces of International Economy and Management
2010 SIEM International Symposium
“Spaces of Japanese Management –
Towards a Dynamic Hybridization Theory”
Katsuo C. Yamazaki
Professor, School of Management
Shizuoka Sangyo University
E-mail: [email protected]
![Page 2: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/2.jpg)
World Economy
EU
NAFTA
Japan
BRICs
![Page 4: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/4.jpg)
Methodology
Hybrid Theory
Abo et al., “Hybrid Factory: The Japanese
Production System in the United States”
Oxford University Press, 1994
Application of the Japanese system and Adaptation to local conditions
5-Point Score for 23 Management Items
Effective Transfer of Japanese Management and
Production Systems
![Page 5: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/5.jpg)
Literature Abo et al., “Hybrid Factory: The Japanese Production
System in the United States”
Oxford University Press, 1994
J. Likert, W. Fruin, and P. Adler edited,
“Remade in America --- Transplanting and Transforming
Japanese Management Systems,”
Oxford University Press, 1999
Yamazaki, K.. “The Management Style of Japanese
Automotive Components Companies in North America”
Proquest Company, Michigan, U.S.A., 2003
![Page 6: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/6.jpg)
6 Groups & 23 Items
Ⅰ. Work Organization and Administration
(6 items)
① Job classification
② Wage system
③ Job rotation
④ Education training
⑤ Promotion for workers
⑥ First-line supervisors(or team leaders)
![Page 7: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/7.jpg)
6 Groups & 23 Items (2)
Ⅱ. Production Control
⑦ Equipment
⑧ Quality control
⑨ Maintenance
⑩ Operations Management
![Page 8: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/8.jpg)
6 Groups & 23 Items (3) Ⅲ. Procurement
⑪ Local content
⑫ Suppliers
⑬ Procurement Method
Ⅳ. Group consciousness
⑭ Small group Activities
⑮ Information sharing
⑯ Sense of unity
![Page 9: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/9.jpg)
6 Groups & 23 Items (4) Ⅴ. Labor Relations
⑰ Hiring policy
⑱ Job security
⑲ Labor unions
⑳ Grievance procedure
Ⅵ. Parent-Subsidiary
21 Ratio of Japanese expatriate
22 Delegation of authority
23 Managerial Position of Americans
![Page 10: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/10.jpg)
How to Appraise 5-Point
Score(Criteria)
① Job Classification (JC)
5-Number of JC is: 2 or less
4- 3 to 5
3- 6 to 1O
2- 11 to 50
1- 50 or more
![Page 11: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/11.jpg)
Job Rotation (JR)
5-JR is carefully planned and frequently
conducted within and beyond work teams. Its
clear aim is training of multi-skilled
workers.(e.g., training table kept by team
leaders and supervisors)
4-JR is planned and frequently conducted
within but not beyond work teams
3-JR is frequently conducted with work teams
2-Rigid job assignment systems is moderated to
some extent (job reassignment when product
mix is changed; frequent product mix change,
etc.)
1-JR is nonexistent; job assignment is rigid .
![Page 12: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/12.jpg)
4-Perspective Evaluation
Human-Methods Human-Results
All items in I "Work 21Ratio of Japanese Expatriates
Organization and Administration" 23. Managerial Position of
and IV "Group Consciousness" Americans
�Q Job Security
�S Grievance Procedures
Material-Methods Material-Results
�G Quality Control �F Equipment
�H Maintenance �J Local Content
�L Procurement Method �K Suppliers
![Page 13: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/13.jpg)
Elements introduced directly from Japan as
“results” of the Japanese system
Elements applied as “method” regarding
how to make and operate the system
Ability to distinguish between whether a
firm puts priority upon: ① Transplanting
the methods of the Japanese management
and production system②Transferring the
results of the system in order to realize
mother-plant operation
![Page 14: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/14.jpg)
4-Perspective Evaluation
Human-Methods Human-Results
All items in I "Work 21Ratio of Japanese Expatriates
Organization and Administration" 23. Managerial Position of
and IV "Group Consciousness" Americans
�Q Job Security
�S Grievance Procedures
Material-Methods Material-Results
�G Quality Control �F Equipment
�H Maintenance �J Local Content
�L Procurement Method �K Suppliers
![Page 15: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/15.jpg)
Research Population:
247 Japanese Automotive Components
Companies in North America
![Page 16: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/16.jpg)
Responses by Country & State
Location
Total hybrid
plants Responses
Response
Rate
Illinois 16 4 25%
Indiana 29 9 31%
Kentucky 29 14 48%
Michigan 36 22 61%
Ohio 34 11 32%
Tennessee 26 13 50%
Other States 59 23 39%
Canada 18 12 67%
Mexico 5
Total Plants 247 113 46%
![Page 17: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/17.jpg)
![Page 18: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/18.jpg)
17%
21%
30%
12%
8%
12%
Employee(100 or less), 19 factories Employee(101 to 249), 24 factories
Employee(250 and 499), 34 factories Employee(500 to 749), 14 factories
Employee(750 and 999), 9 factories Employee(1000 or more), 13 factories
Responses by scale of employee
![Page 19: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/19.jpg)
Difference From Abo’s ResearchDr. Abo's Group The Research
Population :
Japanese
Manufacture r s
450 Japanese companies inUSA and Canada
247 for autocomponents industryonly
Auto Components
Industry 138 in 1989 ( in USA)247(229 in USA and18 in Canada) in 1999
Methodology
Sending questionnaire to450
Sending questionnaireto 247
15 auto componentscompanies Response Rate: 50%
One-day visit survey, "dayobservation" for 10companies
Day Observation for 6companies
Verification
Response and visit resultare almost same
Response and visitresult are almost same
Questionnair e17 questions 21 questions
Eval u a ti o n
5-Point evaluation bycriteria
5-Point evaluation bycriteria
Criteria 24 items23 items (Excl.Community)
![Page 20: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/20.jpg)
Analysis by Number of Employees
3.35
3.19 3.17
3.073.03
2.8
2.9
3
3.1
3.2
3.3
3.4
100 or less 250 or less 500 or less 1000 or less 1001 or more
Number of Employees
Hybrid S
core
![Page 21: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/21.jpg)
Analysis by Operational Years
5-Point Evaluation
2 classifications 1-10 years 11 years or more
3.28 3.12
![Page 22: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/22.jpg)
Analysis by Operational Years (2)
5-Point Evaluation
4 classifications1-5 years 6-10years 11-15 years 16 years or more
3.42 3.08 3.10 3.22
![Page 23: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/23.jpg)
1
2
3
4
5①Classification
②Rotation③Education and training
④Wagesystem
⑤Promotion
⑥Firstline supervisors
⑦Production equipment
⑧Maintenance
⑨Quality control
⑩Operations management
⑪Local content⑫Suppliers⑬Procurement method
⑭Small group activities
⑮Information sharing
⑯Sense of unity
⑰Hiring policy
⑱Job security
⑲Labor unions
⑳Grievance procedures
21.Ratio of Japanese expatriates
22.Delegation of authority23.Managerial position of Americans
1989 2000
23-item change in 1989 & 2000
for automobile components companies
![Page 24: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/24.jpg)
1
2
3
4
5
I Work organization and
administration
ⅡProduction control
ⅢProcurement
ⅣGroup consciousness
ⅤLabor relations
ⅥParent-subsidiary relations
1989 2000
6-Group in 1989 and 2000 for
automobile components companies
![Page 25: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/25.jpg)
1
2
3
4
5Human-Methods
Material-Methods
Human-Results
Material-Results
1989 2000
4-Perspective in 1989 and 2000
for automobile components companies
![Page 26: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/26.jpg)
1
2
3
4
5 ①Classification
②Rotation
③Education and training
④Wagesystem
⑤Promotion
⑥Firstline supervisors
⑦Production equipment
⑧Maintenance
⑨Quality control
⑩Operations management
⑪Local content⑫Suppliers⑬Procurement method
⑭Small group activities
⑮Information sharing
⑯Sense of unity
⑰Hiring policy
⑱Job security
⑲Labor unions
⑳Grievance procedures
21.Ratio of Japanese expatriates
22.Delegation of authority
23. Managerial position of local people
Co. X 1989 Co. X 2000 Co. Y 1989 Co. Y 2000
23-Item at Company X & Y in
1989 & 2000
![Page 27: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/27.jpg)
1
2
3
4
5
Ⅰ. Work organization and
administration
Ⅱ.Production control
Ⅲ.Procurement
Ⅳ. Group consciousness
Ⅴ. Labor relations
Ⅵ.Parent-subsidiary relations
Co. X 1989 Co. X 2000 Co. Y 1989 Co. Y 2000
6-Group at Company X & Y in
1989 & 2000
![Page 28: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/28.jpg)
1
2
3
4
5Human-Methods
Material-Methods
Human-Results
Material-Results
Co. X 1989 Co. X 2000 Co. Y 1989 Co. Y 2000
4-Perspective Evaluation at
Company X & Y in 1989 & 2000
![Page 29: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/29.jpg)
1
2
3
4
5①Job classification
②Job rotation③Education and training
④Wagesystem
⑤Promotion
⑥Firstline supervisors
⑦Production equipment
⑧Maintenance
⑨Quality control
⑩Operations management⑪Local content
⑫Suppliers⑬Procurement method⑭Small group activities
⑮Information sharing
⑯Sense of unity
⑰Hiring policy
⑱Job security
⑲Labor unions
⑳Grievance procedures
21.Ratio of Japanese expatriates
22.Delegation of authority23. Managerial position of local …
Co. A 2001 Co. A 2006 Co. B 2001 Co. B 2006
23-item Scores at Company A & B
in 2001 & 2006
![Page 30: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/30.jpg)
6-Group Scores of two Brazilian
Companies in 2001 & 2006
1
1.5
2
2.5
3
3.5
4
4.5
5
Ⅰ. Work organization and
administration
Ⅱ.Production control
Ⅲ.Procurement
Ⅳ. Group consciousness
Ⅴ. Labor relations
Ⅵ.Parent-subsidiary relations
Co. A 2001 Co. A 2006 Co. B 2001 Co. B 2006
![Page 31: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/31.jpg)
4-Perspective Evaluation of two
Brazilian companies in 2001 & 2006
1
2
3
4
5Human-Methods
Material-Methods
Human-Results
Material-Results
Co. A 2001 Co. A 2006 Co. B 2001 Co. B 2006
![Page 32: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/32.jpg)
1
2
3
4
5Human-Methods
Material-Methods
Human-Results
Material-Results
Brazil 2001 Brazil 2006 Argentina 2001 Argentina 2006
4-Perspective Evaluation of Brazil &
Argentina Companies in 2001 & 2006
![Page 33: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/33.jpg)
Finding Summary
1. The longer time the less hybrid score in total
in most cases.
2. As for 4-Perspective Evaluation, the longer
time the less hybrid score in Material-Results
& Human-Results.
3. Time does not affect Japanese management
uniformly in foreign countries according to
23-item & 6-group figures.
![Page 34: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/34.jpg)
Two Auto Industries’
Associations in Japan & USA
Japan
Automobile Assembling
JAMA
Automotive Components
Japan Auto Parts
Industries Association
(JAPIA)
USA
Automobile Assembling
Big3(or GM, Ford)
Automotive Components
(1) MEMA
(2) OEM Suppliers
Original Equipment
Suppliers Association
(OESA)
![Page 35: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/35.jpg)
Trade and market in the U.S.
automotive components industry
Dependency on the assemblers for American
automotive components companies increased.
Keiretsu trades decreased.
The American automotive companies approaches
more strongly to Japanese auto assemblers.
The management style may be decided by main
customers.
![Page 36: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/36.jpg)
M. Porter’s “The Diamond of National
Advantage”(The Competitive Advantage
of Nations)
Firm Strategy,
Structure,
& Rivalry
Factor
Conditions
Demand
Conditions
Related &
Supporting
Industries
![Page 38: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/38.jpg)
Characteristic of the Research
Analysis by 4-Firm Type by Ownership and
Presidency
(1) 100% Japanese owned company
(2) Joint Venture with Local Capital
(3) (4) Japanese or American (Canadian) President
Cluster Multivariate Analysis
(1) Suburban Proactive Conservative Operation
(2) American Type Large-scale Operation
![Page 39: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/39.jpg)
Profile by Ownership & President
JJ :Both ownership and president are Japanese
72 factories, 63% of the research
VA :Joint Venture with American president
12 factories, 11% of the research
VJ :Joint Venture with Japanese president
12 factories, 11% of the research
JA : Ownership is Japanese and the president is
American;17 factories, 15% of the research
![Page 40: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/40.jpg)
Average Score by 4-Firm Structure
survey year Firm Structure Type1989 2000 JJ VA VJ JA3.57 3.16 3.37 2.97 3.23 2.64
![Page 41: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/41.jpg)
4-Perspective Evaluation
by 4-Firm Structure
Human-Methods Human-Results Material-Methods Material-Results
JJ 2.3 3.7 3.1 4.1VA 3.3 2.4 3.1 2.5VJ 3.7 3.0 3.0 2.4JA 2.9 1.5 2.8 2.2
0
2
4
6Human-Methods
Human-Results
Material-Methods
Material-Results
![Page 42: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/42.jpg)
Average Score by Firm Location
5-Point Evaluation Location survey year survey year: 2000
1989 2000 USA MI Canada Mexico3.57 3.16 3.20 3.09 3.10 2.73
![Page 43: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/43.jpg)
3-Cluster Multivariate Analysis
�q �����������@�r ������������Cluster No. No. of object sProportion
1 71 69.6% 2 23 22.5% 3 8 7.8%
Total 102 100.0%Exception 11
Classif ied Sample No.< 1> < 2> < 3>
Object No. Object No. Object No.1 18 23
![Page 44: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/44.jpg)
17
24
1043
4819
459
2021
38
3239
516
1227
3433
1730
3623
5347
4952
1329
4246
1538
2226
3151
3514
2544
1837
28502441
Hierarchical Cluster Dendrogram
![Page 45: Spaces of International Economy and Management 2010 SIEM ... · Production System in the United States” ... Employee(100 or less), 19 factories Employee(101 to 249), 24 factories](https://reader033.vdocuments.net/reader033/viewer/2022060715/607b4f190586bd3fe0335dfb/html5/thumbnails/45.jpg)
1st C 2nd C 3rd C23-Item Ave.
Score 3.4 2.6 3.1Ave.
Opt. Year 10 11.5 10Ave. T/O
Yearly Rate 15.1 17.3 Monthly 12.1Ave. Employees 447 606 254
Note:
Location:Suburbs oflarge cities
Including3 MexicanOperations
4in Canada
(1) Suburban Proactive Conservative Operation
(2) American Type Large-scale Operation
(3) Mono-cultural and Mono–customer Operation