administrative data research centre – scotland chris dibben
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Administrative Data Research Centre – Scotland
Chris Dibben
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Overview
• Focus on a few of the key Scottish administrative Datasets
• Discuss modes of access and innovative research in this area
• The law and public engagement
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Co-location with the Farr Institute and Scottish Government linkage service
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Research the major Scottish administrative datasets
• Schools, colleges and universities• The criminal and justice system• Social work services • Social welfare• Housing system• Transport system• Health system• Historical administrative data
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Generating fully-synthetic dataSequentially replacing original data values with synthetic values generated from conditional probability distributionsFinal result is a completely synthetic representation of the joint distribution (if the models are true)
Draw
Original data Synthetic dataFit
……Yj ~ (Y0,Y1,...,Yj−1)
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014Administrative Data Research Centre - Scotland | Beata Nowok | 04 June 2014
Package for data synthesis
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
synthpop: example
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
synthpop: example
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
A principles-based approach
• Which principles are relevant to the facilitation of , and robust, yet proportionate governance of adminisgtrative data linkages
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Engage with the public and effectively communicate value/ worth of endeavour and the safety of the infrastructure
Administrative Data Research Centre - Scotland | Chris Dibben | 20 June 2014
Summary• provide state-of-the-art facilities for research
access to de-identified administrative data by accredited researchers
• provide data management and statistical analysis support functions for external researchers accessing the data
• commission and create new linked administrative data resources for a growing research agenda
• conduct original research using linked administrative data and related analytical and methodological approaches
• engage in training, capacity building, and public engagement
• work in collaboration with other elements of the Administrative Data Research Network
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