- Title Pages
- List of figures, tables and boxes
- Notes on contributors
- Foreword
- Preface
- General introduction
-
Part I How data are changing:Part I editors:Humphrey Southall andJeff Evans -
1 Statistical work: the changing occupational landscape -
2 The creation and use of big administrative data -
3 Data analytics -
4 Social media data -
Part II Counting in a globalised world:Part II editors:Sally Ruane andJeff Evans -
5 Adult skills surveys and transnational organisations: globalising educational policy -
6 Using survey data: towards valid estimates of poverty in the South -
7 Counting the population in need of international protection globally -
8 Tax justice and the challenges of measuring illicit financial flows -
Part III Statistics and the changing role of the state:Part III editors:Sally Ruane andHumphrey Southall -
9 The control and ‘fitness for purpose’ of UK official statistics -
10 The statistics of devolution -
11 Welfare reform: national policies with local impacts -
12 From ‘welfare’ to ‘workfare’, and back again? Social insecurity and the changing role of the state -
13 Access to data and NHS privatisation: reducing public accountability -
Part IV Economic life: Part IV editors:Humphrey Southall ,Sally Ruane andJeff Evans -
14 The ‘distribution question’: measuring and evaluating trends in inequality -
15 Labour market statistics -
16 The financial system: money makes the world go around -
17 The difficulty of building comprehensive tax avoidance data -
18 Tax and spend decisions: did austerity improve financial numeracy and literacy? -
Part V Inequalities in health and wellbeing: Part V editors:Sally Ruane andHumphrey Southall -
19 Health divides -
20 Measuring social wellbeing -
21 Re-engineering health policy research to measure equity impacts -
22 The Generation Game: ending the phoney information war between young and old -
Part VI Advancing social progress through critical statistical literacy: Part VI editors:Jeff Evans ,Sally Ruane andHumphrey Southall -
23 The Radical Statistics Group: using statistics for progressive social change -
24 Lyme disease politics and evidence‑based policy making in the UK -
25 Counting the uncounted: contestations over casualisation data in Australian universities -
26 The quantitative crisis in UK sociology -
27 Critical statistical literacy and interactive data visualisations -
28 Full Fact -
29 What a difference a dataset makes? Data journalism and/as data activism - Epilogue: progressive ways ahead
- Index
The creation and use of big administrative data
The creation and use of big administrative data
- Chapter:
- (p.23) 2 The creation and use of big administrative data
- Source:
- Data in Society
- Author(s):
Harvey Goldstein
Ruth Gilbert
- Publisher:
- Policy Press
his chapter addresses data linkage which is key to using big administrative datasets to improve efficient and equitable services and policies. These benefits need to weigh against potential harms, which have mainly focussed on privacy. In this chapter we argue for the public and researchers to be alert also to other kinds of harms. These include misuses of big administrative data through poor quality data, misleading analyses, misinterpretation or misuse of findings, and restrictions limiting what questions can be asked and by whom, resulting in research not achieved and advances not made for the public benefit. Ensuring that big administrative data are validly used for public benefit requires increased transparency about who has access and whose access is denied, how data are processed, linked and analysed, and how analyses or algorithms are used in public and private services. Public benefits and especially trust require replicable analyses by many researchers not just a few data controllers. Wider use of big data will be helped by establishing a number of safe data repositories, fully accessible to researchers and their tools, and independent of the current monopolies on data processing, linkage, enhancement and uses of data.
Keywords: Big data, data linkage, administrative data, data anonymization, data protection
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- Title Pages
- List of figures, tables and boxes
- Notes on contributors
- Foreword
- Preface
- General introduction
-
Part I How data are changing:Part I editors:Humphrey Southall andJeff Evans -
1 Statistical work: the changing occupational landscape -
2 The creation and use of big administrative data -
3 Data analytics -
4 Social media data -
Part II Counting in a globalised world:Part II editors:Sally Ruane andJeff Evans -
5 Adult skills surveys and transnational organisations: globalising educational policy -
6 Using survey data: towards valid estimates of poverty in the South -
7 Counting the population in need of international protection globally -
8 Tax justice and the challenges of measuring illicit financial flows -
Part III Statistics and the changing role of the state:Part III editors:Sally Ruane andHumphrey Southall -
9 The control and ‘fitness for purpose’ of UK official statistics -
10 The statistics of devolution -
11 Welfare reform: national policies with local impacts -
12 From ‘welfare’ to ‘workfare’, and back again? Social insecurity and the changing role of the state -
13 Access to data and NHS privatisation: reducing public accountability -
Part IV Economic life: Part IV editors:Humphrey Southall ,Sally Ruane andJeff Evans -
14 The ‘distribution question’: measuring and evaluating trends in inequality -
15 Labour market statistics -
16 The financial system: money makes the world go around -
17 The difficulty of building comprehensive tax avoidance data -
18 Tax and spend decisions: did austerity improve financial numeracy and literacy? -
Part V Inequalities in health and wellbeing: Part V editors:Sally Ruane andHumphrey Southall -
19 Health divides -
20 Measuring social wellbeing -
21 Re-engineering health policy research to measure equity impacts -
22 The Generation Game: ending the phoney information war between young and old -
Part VI Advancing social progress through critical statistical literacy: Part VI editors:Jeff Evans ,Sally Ruane andHumphrey Southall -
23 The Radical Statistics Group: using statistics for progressive social change -
24 Lyme disease politics and evidence‑based policy making in the UK -
25 Counting the uncounted: contestations over casualisation data in Australian universities -
26 The quantitative crisis in UK sociology -
27 Critical statistical literacy and interactive data visualisations -
28 Full Fact -
29 What a difference a dataset makes? Data journalism and/as data activism - Epilogue: progressive ways ahead
- Index