These are the appendices to the Data Maturity in the Social Sector 2016 report.
Appendix 1 Key Sources on Data Maturity
Accenture, Analytics Maturity Assessment, Netherlands 2015
Anderson C.,”Creating a Data-Driven organisation: practical advice from the trenches“, 2015
Booz, Allan & Hamilton, “The Field Guide to Data Science“, 2015 (2nd Edition).
(Lit. Review list & Data Science Maturity Model on page 35)
Davenport T., Assessing your analytical and big data capabilities, Wall St Journal, July 2014
Eckerson W., The Data Warehousing Institute, Business Intelligence Maturity Model
Fisher D., “Data Analytics Maturity Model“, 2014
Howard J., Review of the INFORMS analytical model, 2014
Howson C., TScore Overview for BI and Analytics, Gartner 2015
Mason H., video and e-mail comms, 2016.
McSweeney A., “Review of Data Management Maturity Models” 2013
Parenteau P., Sallam R., Howson C., Tapadinhas J., Schlegel C., Oestreich T., Magic Quadrant for Business Intelligence and Analytics Platforms, Feb 2016
Polynumeral Blog, the number one question CEOs ask about data 2016
Patil D.J., Mason H., “Data-driven – Creating a Data Culture“, 2015
Sedar J., Data Science maturity model blog, March 2016
Soares S., “The IBM data governance Unified Process“, Sept 2010
Yanosky R., Arroway P., The Analytics Landscape in Higher Education, Educause, Oct 2015
Appendix 2 People we interviewed
- Jake Porway, Founder and Executive Director at DataKind, New York
- Duncan Ross, Data and Analytics Director, TES Global (Founder/Chair DataKind UK)
- Jonathan Sedar, Consulting Data Scientist at Applied AI Ltd
- Shyann Seet, Independent Data & Analytics Advisor
- Hilary Mason, Data Scientist, Fast Forward Labs. (comment via E-mail).
Appendix 3 DataKind’s prototype data maturity model
Appendix 4 A selection of the models and frameworks we found
– The Data Warehouse Maturity Model Business Intelligence Maturity Model [PDF]
– Big Data Maturity Model (2012), comes from an IT perspective. Advanced version has more detailed emphasis on value creation, risk management, compliance, competency, architecture, policy, security, organization, audit.
– Comparative view by A McSweeney. McSweeney A., “Review of Data Management Maturity Models” 2013
Appendix 5 Open Data Maturity Model
The Open Data Institute launched the first edition of its The Open Data Maturity Model in March 2015.
They’ve built a ‘Map your pathway’ App which offers to help assess where you’re at, set goals and track progress towards them. Benefits it promises include: Discover your organisation’s strengths and weaknesses; Identify areas of improvement to optimise progression; receive practical recommendations to help achieve your goal.
Appendix 6 Social Impact Data Maturity Model, University of Chicago