Apri 2016 Jisc Learning AnalyticsJisc/Open University Learning Analytics Network Event

November 2016 Analytics Maturity

Descriptive Analyticswhat happened?

Diagnostic Analyticswhy did it happen?

PredictiveAnalyticswhat will happen?

Prescriptive Analyticswhat should I do?

Automated Decision makingIt's done

Analytics maturity

Descriptive Analyticswhat happened? How do I compare?

Prescriptive Analyticswhat should I do?

Predictivewhat will happen?

Automatedit’s done

Data

Diagnostic Analyticswhy did it happen?

Ordered Data

Sector Transformation

Awareness

Experimentation

Organisation support

Organisational transformation

Analytics without a national approach

Prescriptive Analyticswhat should I do?

Predictive Analyticswhat will happen?

Diagnostic Analyticswhy did it happen?

Sector Transformation

Awareness

Experimentation

Organisation support

Organisational transformation

Descriptive Analyticswhat happened? How do I compare?

Automatedit’s done

Standardised Data

Data

Ordered Data

Analytics with a national approach

Sector Transformation

Awareness

Experimentation

Organisation support

Organisational transformation

Adaptive learning etc.

Recommendation engines etc.

Predictive models, Intervention management etc

Data exploration tools, processes etc

Dashboards, Benchmarking etc.

Data Warehouse, data stores

Data connectors

Analytics with a national approach

Prescriptive Analyticswhat should I do?

Predictive Analyticswhat will happen?

Diagnostic Analyticswhy did it happen?

Descriptive Analyticswhat happened? How do I compare?

Automatedit’s done

Standardised Data

Data

Ordered Data

Descriptive Analytics

Predictive Analytics

Prescriptive Analytics

AutomatedDiagnostic Analytics

Standardised Data

Learning Records Warehouse

xAPI Plugins etc

Data transformation

Data and API Standards

Jisc Services

Other ProviderServices

Basic dashboards

Student App

Services for researchers

Analytics Labs

Benchmarking services

College Analytics

Services for researchers

Basic predictive modelling and intervention management

Procurement frameworks

Services for researchers

Pilot projects

Services for researchers

Pilot projects

Services for researchers

Institutional Dashboards

Data visualisation tools

Data exploration tools

Advanced predictive modelling

Integrated intervention management

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LearningRecords Warehouse

Tenant

...

Anonymization, aggregation and consent

Services for Research

Research

LearningRecords Warehouse

Tenant

LearningRecords Warehouse

Tenant

LearningRecords Warehouse

Tenant

jisc.ac.uk

Jisc Learning Analytics

Contact:

michael.webb@jisc.ac.uk

2/03/2016

Michael Webb