jisc learning analytics update-feb 2016
TRANSCRIPT
University of Exeter, 22 February 20179th UK Learning Analytics Network Meeting
Jisc Learning Analytics 2017
Programme10:15 – 10:25
Arrangements for the day & welcome to the University of Exeter
10:25 – 11:25
Learning analytics at Exeter, Professor Wendy Robinson, Academic Dean for Students
11:25 – 11:40
Tea/Coffee break
11:40 – 12:30
Update on Jisc’s learning analytics programme
12:30 – 13:30
Lunch
13:30 – 14:15
Measuring Learning Gain: Big Data, Learning Analytics, Tests and Surveys Dr Camille B. Kandiko Howson, Senior Lecturer in Higher Education & Academic Head of Student Engagement, King’s College London
14:15 – 15:00
Learning analytics and learning gain: the experience at Oxford BrookesDr Ian Scott, Assoc Dean Student Experience
15:00 – 15:15
Tea/Coffee break
15:15 – 15:55
Blackboard research into learning analyticsJohn Whitmer, Director of Analytics, Blackboard
15:55 – 16:00
Farewell
Paul Bailey, Senior Codesign Manager, Research and DevelopmentJisc learning analytics service
http://www.slideshare.net/paul.bailey/
Jisc Learning Analytics 2017
Effective Learning Analytics ChallengeRationale»Organisations wanted help to get started and have access to
standard tools and technologies to monitor and intervene Priorities identified»Code of Practice on legal and ethical issues»Develop basic learning analytics service with app for students»Provide a network to share knowledge and experienceTimescale»2015-16—test and develop the tools and metrics»2016-17—transition to service »Sep 2017—launch, measure impact: retention and achievement
Jisc Learning Analytics 2017
Jisc’s Learning Analytics ProjectThree core strands:
Learning Analytics Service
Toolkit Community
Jisc Learning Analytics
Jisc Learning Analytics 2017
Community: Project Blog, mailing list and network eventsBlog: http://analytics.jiscinvolve.org ~ 40 blog postsMailing: [email protected] – 500+ members (190+ organisations)9th Network Meeting ~600+ participants
Jisc Learning Analytics 2017
Code of Practice Code of Practicehttp://www.jisc.ac.uk/guides/code-of-practice-for-learning-analytics
Literature Reviewhttp://repository.jisc.ac.uk/5661/1/Learning_Analytics_A-_Literature_Review.pdf
Template Learning Analytics Policyhttps://analytics.jiscinvolve.org/wp/2016/11/29/developing-an-institutional-learning-analytics-policy/
Guidance on consent for learning analytics
https://analytics.jiscinvolve.org/wp/2017/02/16/consent-for-learning-analytics-some-practical-guidance-for-institutions/
Jisc Learning Analytics 2017
Accessibility and Learning AnalyticsBlog Post Accessibility considerations for learning analytics https://analytics.jiscinvolve.org/wp/2016/12/14/accessibility-considerations-for-learning-analytics/ Webinar: Data and disadvantaged students - using learning analytics for inclusionMonday 27 February 2017, 12:00-13:00Register: https://www.jisc.ac.uk/events/
Jisc Learning Analytics 2017
Analytics LabsInvitation to join April – July analytics lab teamshttp://bit.ly/jisc_bi_team_application
Jisc Learning Analytics 2017
Learning Analytics Service Architecture
Descriptive Analytics
Predictive Analytics
Prescriptive Analytics
AutomatedDiagnostic Analytics
Standardised Data
Learning Records Warehouse
xAPI Plugins
Data transformation tools
Data and API Standards
Jisc Services
Other ProviderServices
Basic dashboards
Student App
Analytics Labs
Benchmarking services
College Analytics
Basic predictive modelling and intervention management
Procurement frameworks
Integration tools
Services for researchers
Pilot projects
Services for researchers
Pilot projects
Institutional Dashboards
Data visualisation tools
Data exploration tools
Advanced predictive modelling
Integrated intervention management
??? ???
Jisc Learning Analytics 2017
working with…Look out for further announcements soon….
Dynamic purchasing agreement to make it easier for institutions…
Where are we now…
Jisc Learning Analytics 2017
Learning analytics products and toolsLearning records warehouse – activeData Explorer – basic visualisations Student Unified Data Definition – version 1.3.0 and examples major SRS and validation tooVLE – xAPI recipe and plugins for Blackboard and MoodleAttendance tracking – xAPI recipe (being piloted)Study Goal – version 1.0 on IoS and Android pilots - (3)
Tribal Student Insights (14)Open Learning Analytics Processor (4)Further learning analytics product pilots (tbc)
Jisc Learning Analytics 2017
UDD Validator Tool• UDD data preparation tool for institutions• Will prepare all institutions for UDD historical/ live data loads into LA LRW• Links directly to UDD GitHub site (dynamic updates)• Covers current & future UDD - 1.2.7, 1.2.x, 1.3.0 etc• Basic validation (UDD structure, optional/ mandatory fields, field contents)• Relational entities – integrity checks between entities/ joins• Data quality and concentration/ coverage checks (working with Tribal/ Unicon
Marist)• Full Excel-based report pack provided to institutions, with backing audit/ tracking
data for errors/ warnings• Built-in field-level (AES) encryption, with output to JSON files (LRW load ready)• Agile approach to software functionality/ release• Internal version allows rapid validation for institutions – taking in JSON, XML & TSV formats• Customer-side UDD validation (web-based, secure access) – due Q1/2 2017• Gives control & flexibility to our members – rapidly quick data validation (Azure Cloud)
Learning from experience…
Jisc Learning Analytics 2017
Initial Implementation Approach
Historic Data Model Live
Data
Analyse Results Analysi
s and Pilot
Choose full product
SuppliersInstitution Team End Users
Deploy Study Goal
Jisc Learning Analytics 2017
Current Implementation Approach
Analyse and Pilot
Choose full Product
Historic Data
Analyse Results
Live Data
Deploy dashboards/other tools
SuppliersInstitution Team End Users
Model Build
Deploy Study Goal
Deploy DataX
Analyse and Pilot
Jisc Learning Analytics 2017
Data Explorer Basic visualisation tool Purpose: to enable initial data exploration and assist
institutions to chose suitable commercial solutions and set a basic expectation
Being used by several pilot institutions Demo uses dummy data from University of Jisc
Jisc Learning Analytics 2017
Jisc Learning Analytics 2017
Jisc Learning Analytics 2017
Jisc Learning Analytics 2017
Getting on-board…
https://analytics.jiscinvolve.org/wp/on-boarding/
Jisc Learning Analytics 2017
On-boarding Process
Stage 1: OrientationStage 2: DiscoveryStage 3: Culture and Organisation SetupStage 4: Data IntegrationStage 5: Implementation Planning
https://analytics.jiscinvolve.org/wp/on-boarding/
Contacts
Paul Bailey [email protected]
Further Information: http://www.analytics.jiscinvolve.org
Join: [email protected]
Jisc Learning Analytics 2017