Data-Driven Policy Impact Evaluation : : How Access to Microdata Is Transforming Policy Design.
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Place / Publishing House: | Cham : : Springer International Publishing AG,, 2018. ©2019. |
Year of Publication: | 2018 |
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Language: | English |
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Crato, Nuno. Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. 1st ed. Cham : Springer International Publishing AG, 2018. ©2019. 1 online resource (344 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Intro -- Preface -- Microdata for Policy Research -- Microdata Access -- Counterfactual Studies -- Use of Results -- Final Remarks -- Contents -- The Power of Microdata: An Introduction -- 1 Data and Policy -- 2 Data Granularity -- 3 Administrative Data -- 4 Counterfactual Methods -- 5 Counterfactual Impact Evaluation Methods -- 5.1 Differences in Differences -- 5.2 Regression Discontinuity Design -- 5.3 Instrumental Variables -- 5.4 Propensity Score Matching -- 6 A Call to Action -- Appendix: A Short Glossary -- References -- Part I Microdata for Policy Research -- From `Intruders' to `Partners': The Evolution of the Relationship Between the Research Community and Sources of Official Administrative Data -- 1 Genesis -- 2 Official Data -- 3 Research as a Lawful Interference with Private and Family Lives -- 4 Research as a Necessary Interference with Private and Family Lives -- 5 A Future in Partnerships -- Microdata for Social Sciences and Policy Evaluation as a Public Good -- 1 Setting the Scene -- 2 Scientific Research: Intrinsic Needs and Societal Role -- 3 EU Legislation on Data Protection -- 4 A Cursory Review of Data Access for Research Purposes in the EU -- 5 The State of Affairs in the EU -- 6 Two Suggestions for Improvements -- References -- Overview of Data Linkage Methods for Policy Design and Evaluation -- 1 Introduction -- 2 Deterministic (Exact) Matching Method -- 3 Probabilistic Data Linkage -- 3.1 Pre-linkage Stage -- 3.1.1 Data Standardisation -- 3.1.2 Phonetic Codes and String Comparators -- 3.1.3 Blocking Variables -- 3.2 Linkage Stage -- 3.2.1 Parameters of Data Linkage -- 3.2.2 Basic Concepts in Probabilistic Data Linkage -- 3.2.3 Setting Thresholds -- 3.2.4 Expectation-Maximisation Algorithm for Estimating Parameters -- 3.3 Post-linkage Stage and Evaluation Measures -- 3.4 Constraints on Matching -- 4 Recent Advances. 4.1 Indexing and Blocking -- 4.2 Privacy-preserving Record Linkage -- 5 Analysis of Linked Data -- References -- Privacy in Microdata Release: Challenges, Techniques, and Approaches -- 1 Introduction -- 2 Microdata Protection: Basic Concepts -- 2.1 Microdata Privacy -- 2.2 Protection Techniques -- 3 Microdata Protection Approaches -- 3.1 k-Anonymity -- 3.2 -Diversity and t-Closeness -- 3.3 Differential Privacy -- 4 Extensions for Advanced Scenarios -- 5 Conclusions -- References -- Part II Microdata Access -- Access to European Statistical System Microdata -- 1 Introduction -- 2 The European Statistical System and European Statistics -- 3 Microdata Access Terms and Concepts -- 4 Elements of the Generic Microdata Access System -- 5 Use Case: Access to European Statistical System Microdata (European Microdata) -- 6 Conclusions -- Annex 1: European Microdatasets Available for Scientific Purposes -- Giving the International Scientific Community Access to German Labor Market Data: A Success Story -- 1 Introduction -- 2 The Research Data Centre at the IAB and Its Data Resources -- 3 Data Access -- 4 Development of the Demand for Data Products -- 5 Innovative Infrastructure for Data Access -- 6 Research Activities -- 7 Conclusions -- References -- Hungary: A Case Study on Improving Access to Administrative Data in a Low-Trust Environment -- 1 Introduction -- 2 The Initial Status Quo in Brief -- 3 Stakeholder Interests -- 4 Negotiation Process Leading to the Law on Accessing Microdata for Policy-Related Analysis -- 5 Reconciling the Requirements of Data Protection and Research -- 6 The Impact of the Law on Microdata-Based Social Science Research -- 7 Summary and Conclusions -- Appendix: Completed data-linking procedures between 2007 and 2015 -- References. Experimental and Longitudinal Data for Scientific and Policy Research: Open Access to Data Collected in the Longitudinal Internet Studies for the Social Sciences (LISS) Panel -- 1 Introduction -- 2 The LISS Infrastructure and Linkage with Other Sources -- 2.1 Longitudinal Core Study -- 2.2 Experimental Data -- 2.3 Innovations in Data Collection -- 2.4 Open-Access Data Policy -- 2.5 Linking to Administrative Data -- 3 Use of LISS Data for Policy-Relevant Research -- 3.1 Societal Challenges -- 3.2 Retirement Savings Adequacy -- 3.3 Retirement Expenditure Goals After the Crisis -- 3.4 Stated Preference Analyses to Guide Policies -- 4 Future Developments and Challenges -- References -- Part III Counterfactual Studies -- Public Policy, Big Data, and Counterfactual Evaluation: An Illustration from an Employment Activation Programme -- 1 Introduction -- 2 The Convocatórias Programme -- 3 Data -- 4 The Regression Discontinuity Approach -- 5 Results -- 6 Lessons Drawn -- References -- The Use of Administrative Data to Evaluate the Impact of Active Labor Market Policies: The Case of the Italian Liste di Mobilità -- 1 Introduction -- 2 Basic Provisions of the Liste di Mobilità Program -- 3 The Evaluation Problem -- 4 How the Availability of Data Drove the Design of the Evaluations -- 4.1 Studies Based on the Liste di Mobilità Archive -- 4.2 Studies Based on the Archives of the Public Labor Exchange and the Social Security Agency -- 4.3 Disentangling the Roles of the Active and Passive Components -- 5 Conclusions -- A.1 Appendix: A 30-second Overview of the Econometrics of the LM Studies -- References -- Negative Home Equity and Job Mobility -- 1 Introduction -- 2 Literature Review and Theoretical Background -- 3 Dataset and Descriptive Statistics -- 3.1 Constructing the Dataset -- 3.2 Dependent Variable -- 3.3 Independent Variables -- 3.4 Descriptive Statistics. 4 Methodology -- 5 Results -- 5.1 Negative Home Equity and Job-to-Job Mobility -- 5.2 Robustness -- 6 Summary -- 7 Policy Lessons -- References -- Microdata and Policy Evaluation at CPB -- 1 The Activities of CPB Netherlands Bureau for Economic Policy Analysis -- 2 Policy Evaluations with Microdata at CPB -- 2.1 The Pros and Cons of Policy Evaluation Studies and Structural Models -- 2.2 The Impact of Subsidies for Working Parents with Young Children on Labour Supply -- 2.3 Tax Shifting by Owners of Small Corporations -- 2.4 Teacher Quality and Student Achievement: Evidence from a Sample of Dutch Twins -- 2.5 Evaluation of Performance-Based Payment Schemes in Mental Health Care -- 3 Challenges and Solutions -- 3.1 Policy Questions -- 3.2 Data and Methodology -- 3.3 Results and Policy Implications -- References -- Long-Term Effects of a Social Intervention for Vulnerable Youth: A Register-Based Study -- 1 Introduction -- 2 Previous Literature -- 3 Data -- 4 Method -- 5 Effects -- 5.1 Education Outcomes -- 5.2 Employment and Welfare Dependency -- 5.3 Crime -- 5.4 Social Measures -- 6 Discussion -- References -- Does the Road to Happiness Depend on the Retirement Decision? Evidence from Italy -- 1 Introduction -- 2 Pension Reforms in Italy -- 3 Data -- 3.1 Survey Data: AVQ -- 3.2 Administrative Data: WHIP -- 4 Empirical Strategy -- 5 Results Using Survey Data: IV Estimates -- 6 The Two-Sample Instrumental Variables Estimator -- 7 Results Combining Administrative and Survey Data: TSIV Estimates -- 8 Conclusions -- Appendix: Asymptotic Variance Comparison Using Delta Method -- References -- The Impact of Age of Entry on Academic Progression -- 1 Introduction -- 2 Empirical Specification -- 3 Data and Variables -- 4 Results -- 4.1 Discontinuity in the Age at Entry -- 4.2 Impact of Age at Entry on Selected Outcomes -- 5 Conclusions -- References. Part IV Use of Results -- Use of Administrative Data for Counterfactual Impact Evaluation of Active Labour Market Policies in Europe: Country and Time Comparisons -- 1 Introduction -- 2 Data Collection -- 2.1 Definition of the Active Labour Market Policies Included in the Analysis -- 2.2 Search Strategy: Identification of the Literature Examining the Effect of Active Labour Market Policies -- 2.3 Article Coding: Collected Information -- 3 Findings -- 3.1 Active Labour Market Policies Subject to Counterfactual Impact Evaluation Studies, Target Groups and Outcome Indicators -- 3.2 Distribution of Counterfactual Impact Evaluation Studies Across EU Countries and Authorship -- 3.3 Time Patterns -- 3.4 Counterfactual Impact Evaluation Methods -- 3.5 Data Sources -- 3.6 Administrative Data and Completeness of Counterfactual Impact Evaluation Studies -- 4 Conclusions -- References -- Designing Evaluation of Modern Apprenticeships in Scotland -- 1 Introduction -- 2 Context -- 3 Scope of Evaluation -- 3.1 Units of Observation -- 3.2 Outcomes -- 3.3 Time Horizon -- 4 Data -- 4.1 Data on Individuals: Existing Self-Standing Surveys -- 4.2 Data on Individuals: Linked Administrative and Survey Data -- 4.3 Data on Individuals: Dedicated Survey -- 4.4 Data on Employers -- 5 Counterfactual Impact Evaluation (Individuals) -- 5.1 Control Groups -- 5.2 Evaluation Methods -- 6 Counterfactual Impact Evaluation (Employers) -- 6.1 Measuring Intensity of Participation in Modern Apprenticeships -- 6.2 Evaluation Methods -- 7 Examples of Past Evaluations -- 7.1 Impacts of Apprenticeships in England -- 7.2 Impacts of the Registered Apprenticeships in the United States -- 7.3 Impacts of the Youth in Action Programme in Colombia -- 8 Concluding Remarks -- References -- Pay for Performance in Primary Care: The Use of Administrative Data by Health Economists -- 1 Introduction. 2 Pay for Performance in Primary Care. Description based on publisher supplied metadata and other sources. Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. Electronic books. Paruolo, Paolo. Print version: Crato, Nuno Data-Driven Policy Impact Evaluation Cham : Springer International Publishing AG,c2018 9783319784601 ProQuest (Firm) https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5535810 Click to View |
language |
English |
format |
eBook |
author |
Crato, Nuno. |
spellingShingle |
Crato, Nuno. Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. Intro -- Preface -- Microdata for Policy Research -- Microdata Access -- Counterfactual Studies -- Use of Results -- Final Remarks -- Contents -- The Power of Microdata: An Introduction -- 1 Data and Policy -- 2 Data Granularity -- 3 Administrative Data -- 4 Counterfactual Methods -- 5 Counterfactual Impact Evaluation Methods -- 5.1 Differences in Differences -- 5.2 Regression Discontinuity Design -- 5.3 Instrumental Variables -- 5.4 Propensity Score Matching -- 6 A Call to Action -- Appendix: A Short Glossary -- References -- Part I Microdata for Policy Research -- From `Intruders' to `Partners': The Evolution of the Relationship Between the Research Community and Sources of Official Administrative Data -- 1 Genesis -- 2 Official Data -- 3 Research as a Lawful Interference with Private and Family Lives -- 4 Research as a Necessary Interference with Private and Family Lives -- 5 A Future in Partnerships -- Microdata for Social Sciences and Policy Evaluation as a Public Good -- 1 Setting the Scene -- 2 Scientific Research: Intrinsic Needs and Societal Role -- 3 EU Legislation on Data Protection -- 4 A Cursory Review of Data Access for Research Purposes in the EU -- 5 The State of Affairs in the EU -- 6 Two Suggestions for Improvements -- References -- Overview of Data Linkage Methods for Policy Design and Evaluation -- 1 Introduction -- 2 Deterministic (Exact) Matching Method -- 3 Probabilistic Data Linkage -- 3.1 Pre-linkage Stage -- 3.1.1 Data Standardisation -- 3.1.2 Phonetic Codes and String Comparators -- 3.1.3 Blocking Variables -- 3.2 Linkage Stage -- 3.2.1 Parameters of Data Linkage -- 3.2.2 Basic Concepts in Probabilistic Data Linkage -- 3.2.3 Setting Thresholds -- 3.2.4 Expectation-Maximisation Algorithm for Estimating Parameters -- 3.3 Post-linkage Stage and Evaluation Measures -- 3.4 Constraints on Matching -- 4 Recent Advances. 4.1 Indexing and Blocking -- 4.2 Privacy-preserving Record Linkage -- 5 Analysis of Linked Data -- References -- Privacy in Microdata Release: Challenges, Techniques, and Approaches -- 1 Introduction -- 2 Microdata Protection: Basic Concepts -- 2.1 Microdata Privacy -- 2.2 Protection Techniques -- 3 Microdata Protection Approaches -- 3.1 k-Anonymity -- 3.2 -Diversity and t-Closeness -- 3.3 Differential Privacy -- 4 Extensions for Advanced Scenarios -- 5 Conclusions -- References -- Part II Microdata Access -- Access to European Statistical System Microdata -- 1 Introduction -- 2 The European Statistical System and European Statistics -- 3 Microdata Access Terms and Concepts -- 4 Elements of the Generic Microdata Access System -- 5 Use Case: Access to European Statistical System Microdata (European Microdata) -- 6 Conclusions -- Annex 1: European Microdatasets Available for Scientific Purposes -- Giving the International Scientific Community Access to German Labor Market Data: A Success Story -- 1 Introduction -- 2 The Research Data Centre at the IAB and Its Data Resources -- 3 Data Access -- 4 Development of the Demand for Data Products -- 5 Innovative Infrastructure for Data Access -- 6 Research Activities -- 7 Conclusions -- References -- Hungary: A Case Study on Improving Access to Administrative Data in a Low-Trust Environment -- 1 Introduction -- 2 The Initial Status Quo in Brief -- 3 Stakeholder Interests -- 4 Negotiation Process Leading to the Law on Accessing Microdata for Policy-Related Analysis -- 5 Reconciling the Requirements of Data Protection and Research -- 6 The Impact of the Law on Microdata-Based Social Science Research -- 7 Summary and Conclusions -- Appendix: Completed data-linking procedures between 2007 and 2015 -- References. Experimental and Longitudinal Data for Scientific and Policy Research: Open Access to Data Collected in the Longitudinal Internet Studies for the Social Sciences (LISS) Panel -- 1 Introduction -- 2 The LISS Infrastructure and Linkage with Other Sources -- 2.1 Longitudinal Core Study -- 2.2 Experimental Data -- 2.3 Innovations in Data Collection -- 2.4 Open-Access Data Policy -- 2.5 Linking to Administrative Data -- 3 Use of LISS Data for Policy-Relevant Research -- 3.1 Societal Challenges -- 3.2 Retirement Savings Adequacy -- 3.3 Retirement Expenditure Goals After the Crisis -- 3.4 Stated Preference Analyses to Guide Policies -- 4 Future Developments and Challenges -- References -- Part III Counterfactual Studies -- Public Policy, Big Data, and Counterfactual Evaluation: An Illustration from an Employment Activation Programme -- 1 Introduction -- 2 The Convocatórias Programme -- 3 Data -- 4 The Regression Discontinuity Approach -- 5 Results -- 6 Lessons Drawn -- References -- The Use of Administrative Data to Evaluate the Impact of Active Labor Market Policies: The Case of the Italian Liste di Mobilità -- 1 Introduction -- 2 Basic Provisions of the Liste di Mobilità Program -- 3 The Evaluation Problem -- 4 How the Availability of Data Drove the Design of the Evaluations -- 4.1 Studies Based on the Liste di Mobilità Archive -- 4.2 Studies Based on the Archives of the Public Labor Exchange and the Social Security Agency -- 4.3 Disentangling the Roles of the Active and Passive Components -- 5 Conclusions -- A.1 Appendix: A 30-second Overview of the Econometrics of the LM Studies -- References -- Negative Home Equity and Job Mobility -- 1 Introduction -- 2 Literature Review and Theoretical Background -- 3 Dataset and Descriptive Statistics -- 3.1 Constructing the Dataset -- 3.2 Dependent Variable -- 3.3 Independent Variables -- 3.4 Descriptive Statistics. 4 Methodology -- 5 Results -- 5.1 Negative Home Equity and Job-to-Job Mobility -- 5.2 Robustness -- 6 Summary -- 7 Policy Lessons -- References -- Microdata and Policy Evaluation at CPB -- 1 The Activities of CPB Netherlands Bureau for Economic Policy Analysis -- 2 Policy Evaluations with Microdata at CPB -- 2.1 The Pros and Cons of Policy Evaluation Studies and Structural Models -- 2.2 The Impact of Subsidies for Working Parents with Young Children on Labour Supply -- 2.3 Tax Shifting by Owners of Small Corporations -- 2.4 Teacher Quality and Student Achievement: Evidence from a Sample of Dutch Twins -- 2.5 Evaluation of Performance-Based Payment Schemes in Mental Health Care -- 3 Challenges and Solutions -- 3.1 Policy Questions -- 3.2 Data and Methodology -- 3.3 Results and Policy Implications -- References -- Long-Term Effects of a Social Intervention for Vulnerable Youth: A Register-Based Study -- 1 Introduction -- 2 Previous Literature -- 3 Data -- 4 Method -- 5 Effects -- 5.1 Education Outcomes -- 5.2 Employment and Welfare Dependency -- 5.3 Crime -- 5.4 Social Measures -- 6 Discussion -- References -- Does the Road to Happiness Depend on the Retirement Decision? Evidence from Italy -- 1 Introduction -- 2 Pension Reforms in Italy -- 3 Data -- 3.1 Survey Data: AVQ -- 3.2 Administrative Data: WHIP -- 4 Empirical Strategy -- 5 Results Using Survey Data: IV Estimates -- 6 The Two-Sample Instrumental Variables Estimator -- 7 Results Combining Administrative and Survey Data: TSIV Estimates -- 8 Conclusions -- Appendix: Asymptotic Variance Comparison Using Delta Method -- References -- The Impact of Age of Entry on Academic Progression -- 1 Introduction -- 2 Empirical Specification -- 3 Data and Variables -- 4 Results -- 4.1 Discontinuity in the Age at Entry -- 4.2 Impact of Age at Entry on Selected Outcomes -- 5 Conclusions -- References. Part IV Use of Results -- Use of Administrative Data for Counterfactual Impact Evaluation of Active Labour Market Policies in Europe: Country and Time Comparisons -- 1 Introduction -- 2 Data Collection -- 2.1 Definition of the Active Labour Market Policies Included in the Analysis -- 2.2 Search Strategy: Identification of the Literature Examining the Effect of Active Labour Market Policies -- 2.3 Article Coding: Collected Information -- 3 Findings -- 3.1 Active Labour Market Policies Subject to Counterfactual Impact Evaluation Studies, Target Groups and Outcome Indicators -- 3.2 Distribution of Counterfactual Impact Evaluation Studies Across EU Countries and Authorship -- 3.3 Time Patterns -- 3.4 Counterfactual Impact Evaluation Methods -- 3.5 Data Sources -- 3.6 Administrative Data and Completeness of Counterfactual Impact Evaluation Studies -- 4 Conclusions -- References -- Designing Evaluation of Modern Apprenticeships in Scotland -- 1 Introduction -- 2 Context -- 3 Scope of Evaluation -- 3.1 Units of Observation -- 3.2 Outcomes -- 3.3 Time Horizon -- 4 Data -- 4.1 Data on Individuals: Existing Self-Standing Surveys -- 4.2 Data on Individuals: Linked Administrative and Survey Data -- 4.3 Data on Individuals: Dedicated Survey -- 4.4 Data on Employers -- 5 Counterfactual Impact Evaluation (Individuals) -- 5.1 Control Groups -- 5.2 Evaluation Methods -- 6 Counterfactual Impact Evaluation (Employers) -- 6.1 Measuring Intensity of Participation in Modern Apprenticeships -- 6.2 Evaluation Methods -- 7 Examples of Past Evaluations -- 7.1 Impacts of Apprenticeships in England -- 7.2 Impacts of the Registered Apprenticeships in the United States -- 7.3 Impacts of the Youth in Action Programme in Colombia -- 8 Concluding Remarks -- References -- Pay for Performance in Primary Care: The Use of Administrative Data by Health Economists -- 1 Introduction. 2 Pay for Performance in Primary Care. |
author_facet |
Crato, Nuno. Paruolo, Paolo. |
author_variant |
n c nc |
author2 |
Paruolo, Paolo. |
author2_variant |
p p pp |
author2_role |
TeilnehmendeR |
author_sort |
Crato, Nuno. |
title |
Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. |
title_sub |
How Access to Microdata Is Transforming Policy Design. |
title_full |
Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. |
title_fullStr |
Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. |
title_full_unstemmed |
Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. |
title_auth |
Data-Driven Policy Impact Evaluation : How Access to Microdata Is Transforming Policy Design. |
title_new |
Data-Driven Policy Impact Evaluation : |
title_sort |
data-driven policy impact evaluation : how access to microdata is transforming policy design. |
publisher |
Springer International Publishing AG, |
publishDate |
2018 |
physical |
1 online resource (344 pages) |
edition |
1st ed. |
contents |
Intro -- Preface -- Microdata for Policy Research -- Microdata Access -- Counterfactual Studies -- Use of Results -- Final Remarks -- Contents -- The Power of Microdata: An Introduction -- 1 Data and Policy -- 2 Data Granularity -- 3 Administrative Data -- 4 Counterfactual Methods -- 5 Counterfactual Impact Evaluation Methods -- 5.1 Differences in Differences -- 5.2 Regression Discontinuity Design -- 5.3 Instrumental Variables -- 5.4 Propensity Score Matching -- 6 A Call to Action -- Appendix: A Short Glossary -- References -- Part I Microdata for Policy Research -- From `Intruders' to `Partners': The Evolution of the Relationship Between the Research Community and Sources of Official Administrative Data -- 1 Genesis -- 2 Official Data -- 3 Research as a Lawful Interference with Private and Family Lives -- 4 Research as a Necessary Interference with Private and Family Lives -- 5 A Future in Partnerships -- Microdata for Social Sciences and Policy Evaluation as a Public Good -- 1 Setting the Scene -- 2 Scientific Research: Intrinsic Needs and Societal Role -- 3 EU Legislation on Data Protection -- 4 A Cursory Review of Data Access for Research Purposes in the EU -- 5 The State of Affairs in the EU -- 6 Two Suggestions for Improvements -- References -- Overview of Data Linkage Methods for Policy Design and Evaluation -- 1 Introduction -- 2 Deterministic (Exact) Matching Method -- 3 Probabilistic Data Linkage -- 3.1 Pre-linkage Stage -- 3.1.1 Data Standardisation -- 3.1.2 Phonetic Codes and String Comparators -- 3.1.3 Blocking Variables -- 3.2 Linkage Stage -- 3.2.1 Parameters of Data Linkage -- 3.2.2 Basic Concepts in Probabilistic Data Linkage -- 3.2.3 Setting Thresholds -- 3.2.4 Expectation-Maximisation Algorithm for Estimating Parameters -- 3.3 Post-linkage Stage and Evaluation Measures -- 3.4 Constraints on Matching -- 4 Recent Advances. 4.1 Indexing and Blocking -- 4.2 Privacy-preserving Record Linkage -- 5 Analysis of Linked Data -- References -- Privacy in Microdata Release: Challenges, Techniques, and Approaches -- 1 Introduction -- 2 Microdata Protection: Basic Concepts -- 2.1 Microdata Privacy -- 2.2 Protection Techniques -- 3 Microdata Protection Approaches -- 3.1 k-Anonymity -- 3.2 -Diversity and t-Closeness -- 3.3 Differential Privacy -- 4 Extensions for Advanced Scenarios -- 5 Conclusions -- References -- Part II Microdata Access -- Access to European Statistical System Microdata -- 1 Introduction -- 2 The European Statistical System and European Statistics -- 3 Microdata Access Terms and Concepts -- 4 Elements of the Generic Microdata Access System -- 5 Use Case: Access to European Statistical System Microdata (European Microdata) -- 6 Conclusions -- Annex 1: European Microdatasets Available for Scientific Purposes -- Giving the International Scientific Community Access to German Labor Market Data: A Success Story -- 1 Introduction -- 2 The Research Data Centre at the IAB and Its Data Resources -- 3 Data Access -- 4 Development of the Demand for Data Products -- 5 Innovative Infrastructure for Data Access -- 6 Research Activities -- 7 Conclusions -- References -- Hungary: A Case Study on Improving Access to Administrative Data in a Low-Trust Environment -- 1 Introduction -- 2 The Initial Status Quo in Brief -- 3 Stakeholder Interests -- 4 Negotiation Process Leading to the Law on Accessing Microdata for Policy-Related Analysis -- 5 Reconciling the Requirements of Data Protection and Research -- 6 The Impact of the Law on Microdata-Based Social Science Research -- 7 Summary and Conclusions -- Appendix: Completed data-linking procedures between 2007 and 2015 -- References. Experimental and Longitudinal Data for Scientific and Policy Research: Open Access to Data Collected in the Longitudinal Internet Studies for the Social Sciences (LISS) Panel -- 1 Introduction -- 2 The LISS Infrastructure and Linkage with Other Sources -- 2.1 Longitudinal Core Study -- 2.2 Experimental Data -- 2.3 Innovations in Data Collection -- 2.4 Open-Access Data Policy -- 2.5 Linking to Administrative Data -- 3 Use of LISS Data for Policy-Relevant Research -- 3.1 Societal Challenges -- 3.2 Retirement Savings Adequacy -- 3.3 Retirement Expenditure Goals After the Crisis -- 3.4 Stated Preference Analyses to Guide Policies -- 4 Future Developments and Challenges -- References -- Part III Counterfactual Studies -- Public Policy, Big Data, and Counterfactual Evaluation: An Illustration from an Employment Activation Programme -- 1 Introduction -- 2 The Convocatórias Programme -- 3 Data -- 4 The Regression Discontinuity Approach -- 5 Results -- 6 Lessons Drawn -- References -- The Use of Administrative Data to Evaluate the Impact of Active Labor Market Policies: The Case of the Italian Liste di Mobilità -- 1 Introduction -- 2 Basic Provisions of the Liste di Mobilità Program -- 3 The Evaluation Problem -- 4 How the Availability of Data Drove the Design of the Evaluations -- 4.1 Studies Based on the Liste di Mobilità Archive -- 4.2 Studies Based on the Archives of the Public Labor Exchange and the Social Security Agency -- 4.3 Disentangling the Roles of the Active and Passive Components -- 5 Conclusions -- A.1 Appendix: A 30-second Overview of the Econometrics of the LM Studies -- References -- Negative Home Equity and Job Mobility -- 1 Introduction -- 2 Literature Review and Theoretical Background -- 3 Dataset and Descriptive Statistics -- 3.1 Constructing the Dataset -- 3.2 Dependent Variable -- 3.3 Independent Variables -- 3.4 Descriptive Statistics. 4 Methodology -- 5 Results -- 5.1 Negative Home Equity and Job-to-Job Mobility -- 5.2 Robustness -- 6 Summary -- 7 Policy Lessons -- References -- Microdata and Policy Evaluation at CPB -- 1 The Activities of CPB Netherlands Bureau for Economic Policy Analysis -- 2 Policy Evaluations with Microdata at CPB -- 2.1 The Pros and Cons of Policy Evaluation Studies and Structural Models -- 2.2 The Impact of Subsidies for Working Parents with Young Children on Labour Supply -- 2.3 Tax Shifting by Owners of Small Corporations -- 2.4 Teacher Quality and Student Achievement: Evidence from a Sample of Dutch Twins -- 2.5 Evaluation of Performance-Based Payment Schemes in Mental Health Care -- 3 Challenges and Solutions -- 3.1 Policy Questions -- 3.2 Data and Methodology -- 3.3 Results and Policy Implications -- References -- Long-Term Effects of a Social Intervention for Vulnerable Youth: A Register-Based Study -- 1 Introduction -- 2 Previous Literature -- 3 Data -- 4 Method -- 5 Effects -- 5.1 Education Outcomes -- 5.2 Employment and Welfare Dependency -- 5.3 Crime -- 5.4 Social Measures -- 6 Discussion -- References -- Does the Road to Happiness Depend on the Retirement Decision? Evidence from Italy -- 1 Introduction -- 2 Pension Reforms in Italy -- 3 Data -- 3.1 Survey Data: AVQ -- 3.2 Administrative Data: WHIP -- 4 Empirical Strategy -- 5 Results Using Survey Data: IV Estimates -- 6 The Two-Sample Instrumental Variables Estimator -- 7 Results Combining Administrative and Survey Data: TSIV Estimates -- 8 Conclusions -- Appendix: Asymptotic Variance Comparison Using Delta Method -- References -- The Impact of Age of Entry on Academic Progression -- 1 Introduction -- 2 Empirical Specification -- 3 Data and Variables -- 4 Results -- 4.1 Discontinuity in the Age at Entry -- 4.2 Impact of Age at Entry on Selected Outcomes -- 5 Conclusions -- References. Part IV Use of Results -- Use of Administrative Data for Counterfactual Impact Evaluation of Active Labour Market Policies in Europe: Country and Time Comparisons -- 1 Introduction -- 2 Data Collection -- 2.1 Definition of the Active Labour Market Policies Included in the Analysis -- 2.2 Search Strategy: Identification of the Literature Examining the Effect of Active Labour Market Policies -- 2.3 Article Coding: Collected Information -- 3 Findings -- 3.1 Active Labour Market Policies Subject to Counterfactual Impact Evaluation Studies, Target Groups and Outcome Indicators -- 3.2 Distribution of Counterfactual Impact Evaluation Studies Across EU Countries and Authorship -- 3.3 Time Patterns -- 3.4 Counterfactual Impact Evaluation Methods -- 3.5 Data Sources -- 3.6 Administrative Data and Completeness of Counterfactual Impact Evaluation Studies -- 4 Conclusions -- References -- Designing Evaluation of Modern Apprenticeships in Scotland -- 1 Introduction -- 2 Context -- 3 Scope of Evaluation -- 3.1 Units of Observation -- 3.2 Outcomes -- 3.3 Time Horizon -- 4 Data -- 4.1 Data on Individuals: Existing Self-Standing Surveys -- 4.2 Data on Individuals: Linked Administrative and Survey Data -- 4.3 Data on Individuals: Dedicated Survey -- 4.4 Data on Employers -- 5 Counterfactual Impact Evaluation (Individuals) -- 5.1 Control Groups -- 5.2 Evaluation Methods -- 6 Counterfactual Impact Evaluation (Employers) -- 6.1 Measuring Intensity of Participation in Modern Apprenticeships -- 6.2 Evaluation Methods -- 7 Examples of Past Evaluations -- 7.1 Impacts of Apprenticeships in England -- 7.2 Impacts of the Registered Apprenticeships in the United States -- 7.3 Impacts of the Youth in Action Programme in Colombia -- 8 Concluding Remarks -- References -- Pay for Performance in Primary Care: The Use of Administrative Data by Health Economists -- 1 Introduction. 2 Pay for Performance in Primary Care. |
isbn |
9783319784618 9783319784601 |
callnumber-first |
J - Political Science |
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JF - Public Administration |
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Electronic books. |
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Electronic books. |
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https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5535810 |
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Not Illustrated |
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1108568216 |
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<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>10948nam a22004453i 4500</leader><controlfield tag="001">5005535810</controlfield><controlfield tag="003">MiAaPQ</controlfield><controlfield tag="005">20240229073831.0</controlfield><controlfield tag="006">m o d | </controlfield><controlfield tag="007">cr cnu||||||||</controlfield><controlfield tag="008">240229s2018 xx o ||||0 eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319784618</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9783319784601</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(MiAaPQ)5005535810</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(Au-PeEL)EBL5535810</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1108568216</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">MiAaPQ</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="e">pn</subfield><subfield code="c">MiAaPQ</subfield><subfield code="d">MiAaPQ</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">JF1525.P6</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Crato, Nuno.</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data-Driven Policy Impact Evaluation :</subfield><subfield code="b">How Access to Microdata Is Transforming Policy Design.</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1st ed.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham :</subfield><subfield code="b">Springer International Publishing AG,</subfield><subfield code="c">2018.</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2019.</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (344 pages)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Intro -- Preface -- Microdata for Policy Research -- Microdata Access -- Counterfactual Studies -- Use of Results -- Final Remarks -- Contents -- The Power of Microdata: An Introduction -- 1 Data and Policy -- 2 Data Granularity -- 3 Administrative Data -- 4 Counterfactual Methods -- 5 Counterfactual Impact Evaluation Methods -- 5.1 Differences in Differences -- 5.2 Regression Discontinuity Design -- 5.3 Instrumental Variables -- 5.4 Propensity Score Matching -- 6 A Call to Action -- Appendix: A Short Glossary -- References -- Part I Microdata for Policy Research -- From `Intruders' to `Partners': The Evolution of the Relationship Between the Research Community and Sources of Official Administrative Data -- 1 Genesis -- 2 Official Data -- 3 Research as a Lawful Interference with Private and Family Lives -- 4 Research as a Necessary Interference with Private and Family Lives -- 5 A Future in Partnerships -- Microdata for Social Sciences and Policy Evaluation as a Public Good -- 1 Setting the Scene -- 2 Scientific Research: Intrinsic Needs and Societal Role -- 3 EU Legislation on Data Protection -- 4 A Cursory Review of Data Access for Research Purposes in the EU -- 5 The State of Affairs in the EU -- 6 Two Suggestions for Improvements -- References -- Overview of Data Linkage Methods for Policy Design and Evaluation -- 1 Introduction -- 2 Deterministic (Exact) Matching Method -- 3 Probabilistic Data Linkage -- 3.1 Pre-linkage Stage -- 3.1.1 Data Standardisation -- 3.1.2 Phonetic Codes and String Comparators -- 3.1.3 Blocking Variables -- 3.2 Linkage Stage -- 3.2.1 Parameters of Data Linkage -- 3.2.2 Basic Concepts in Probabilistic Data Linkage -- 3.2.3 Setting Thresholds -- 3.2.4 Expectation-Maximisation Algorithm for Estimating Parameters -- 3.3 Post-linkage Stage and Evaluation Measures -- 3.4 Constraints on Matching -- 4 Recent Advances.</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">4.1 Indexing and Blocking -- 4.2 Privacy-preserving Record Linkage -- 5 Analysis of Linked Data -- References -- Privacy in Microdata Release: Challenges, Techniques, and Approaches -- 1 Introduction -- 2 Microdata Protection: Basic Concepts -- 2.1 Microdata Privacy -- 2.2 Protection Techniques -- 3 Microdata Protection Approaches -- 3.1 k-Anonymity -- 3.2 -Diversity and t-Closeness -- 3.3 Differential Privacy -- 4 Extensions for Advanced Scenarios -- 5 Conclusions -- References -- Part II Microdata Access -- Access to European Statistical System Microdata -- 1 Introduction -- 2 The European Statistical System and European Statistics -- 3 Microdata Access Terms and Concepts -- 4 Elements of the Generic Microdata Access System -- 5 Use Case: Access to European Statistical System Microdata (European Microdata) -- 6 Conclusions -- Annex 1: European Microdatasets Available for Scientific Purposes -- Giving the International Scientific Community Access to German Labor Market Data: A Success Story -- 1 Introduction -- 2 The Research Data Centre at the IAB and Its Data Resources -- 3 Data Access -- 4 Development of the Demand for Data Products -- 5 Innovative Infrastructure for Data Access -- 6 Research Activities -- 7 Conclusions -- References -- Hungary: A Case Study on Improving Access to Administrative Data in a Low-Trust Environment -- 1 Introduction -- 2 The Initial Status Quo in Brief -- 3 Stakeholder Interests -- 4 Negotiation Process Leading to the Law on Accessing Microdata for Policy-Related Analysis -- 5 Reconciling the Requirements of Data Protection and Research -- 6 The Impact of the Law on Microdata-Based Social Science Research -- 7 Summary and Conclusions -- Appendix: Completed data-linking procedures between 2007 and 2015 -- References.</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Experimental and Longitudinal Data for Scientific and Policy Research: Open Access to Data Collected in the Longitudinal Internet Studies for the Social Sciences (LISS) Panel -- 1 Introduction -- 2 The LISS Infrastructure and Linkage with Other Sources -- 2.1 Longitudinal Core Study -- 2.2 Experimental Data -- 2.3 Innovations in Data Collection -- 2.4 Open-Access Data Policy -- 2.5 Linking to Administrative Data -- 3 Use of LISS Data for Policy-Relevant Research -- 3.1 Societal Challenges -- 3.2 Retirement Savings Adequacy -- 3.3 Retirement Expenditure Goals After the Crisis -- 3.4 Stated Preference Analyses to Guide Policies -- 4 Future Developments and Challenges -- References -- Part III Counterfactual Studies -- Public Policy, Big Data, and Counterfactual Evaluation: An Illustration from an Employment Activation Programme -- 1 Introduction -- 2 The Convocatórias Programme -- 3 Data -- 4 The Regression Discontinuity Approach -- 5 Results -- 6 Lessons Drawn -- References -- The Use of Administrative Data to Evaluate the Impact of Active Labor Market Policies: The Case of the Italian Liste di Mobilità -- 1 Introduction -- 2 Basic Provisions of the Liste di Mobilità Program -- 3 The Evaluation Problem -- 4 How the Availability of Data Drove the Design of the Evaluations -- 4.1 Studies Based on the Liste di Mobilità Archive -- 4.2 Studies Based on the Archives of the Public Labor Exchange and the Social Security Agency -- 4.3 Disentangling the Roles of the Active and Passive Components -- 5 Conclusions -- A.1 Appendix: A 30-second Overview of the Econometrics of the LM Studies -- References -- Negative Home Equity and Job Mobility -- 1 Introduction -- 2 Literature Review and Theoretical Background -- 3 Dataset and Descriptive Statistics -- 3.1 Constructing the Dataset -- 3.2 Dependent Variable -- 3.3 Independent Variables -- 3.4 Descriptive Statistics.</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">4 Methodology -- 5 Results -- 5.1 Negative Home Equity and Job-to-Job Mobility -- 5.2 Robustness -- 6 Summary -- 7 Policy Lessons -- References -- Microdata and Policy Evaluation at CPB -- 1 The Activities of CPB Netherlands Bureau for Economic Policy Analysis -- 2 Policy Evaluations with Microdata at CPB -- 2.1 The Pros and Cons of Policy Evaluation Studies and Structural Models -- 2.2 The Impact of Subsidies for Working Parents with Young Children on Labour Supply -- 2.3 Tax Shifting by Owners of Small Corporations -- 2.4 Teacher Quality and Student Achievement: Evidence from a Sample of Dutch Twins -- 2.5 Evaluation of Performance-Based Payment Schemes in Mental Health Care -- 3 Challenges and Solutions -- 3.1 Policy Questions -- 3.2 Data and Methodology -- 3.3 Results and Policy Implications -- References -- Long-Term Effects of a Social Intervention for Vulnerable Youth: A Register-Based Study -- 1 Introduction -- 2 Previous Literature -- 3 Data -- 4 Method -- 5 Effects -- 5.1 Education Outcomes -- 5.2 Employment and Welfare Dependency -- 5.3 Crime -- 5.4 Social Measures -- 6 Discussion -- References -- Does the Road to Happiness Depend on the Retirement Decision? Evidence from Italy -- 1 Introduction -- 2 Pension Reforms in Italy -- 3 Data -- 3.1 Survey Data: AVQ -- 3.2 Administrative Data: WHIP -- 4 Empirical Strategy -- 5 Results Using Survey Data: IV Estimates -- 6 The Two-Sample Instrumental Variables Estimator -- 7 Results Combining Administrative and Survey Data: TSIV Estimates -- 8 Conclusions -- Appendix: Asymptotic Variance Comparison Using Delta Method -- References -- The Impact of Age of Entry on Academic Progression -- 1 Introduction -- 2 Empirical Specification -- 3 Data and Variables -- 4 Results -- 4.1 Discontinuity in the Age at Entry -- 4.2 Impact of Age at Entry on Selected Outcomes -- 5 Conclusions -- References.</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Part IV Use of Results -- Use of Administrative Data for Counterfactual Impact Evaluation of Active Labour Market Policies in Europe: Country and Time Comparisons -- 1 Introduction -- 2 Data Collection -- 2.1 Definition of the Active Labour Market Policies Included in the Analysis -- 2.2 Search Strategy: Identification of the Literature Examining the Effect of Active Labour Market Policies -- 2.3 Article Coding: Collected Information -- 3 Findings -- 3.1 Active Labour Market Policies Subject to Counterfactual Impact Evaluation Studies, Target Groups and Outcome Indicators -- 3.2 Distribution of Counterfactual Impact Evaluation Studies Across EU Countries and Authorship -- 3.3 Time Patterns -- 3.4 Counterfactual Impact Evaluation Methods -- 3.5 Data Sources -- 3.6 Administrative Data and Completeness of Counterfactual Impact Evaluation Studies -- 4 Conclusions -- References -- Designing Evaluation of Modern Apprenticeships in Scotland -- 1 Introduction -- 2 Context -- 3 Scope of Evaluation -- 3.1 Units of Observation -- 3.2 Outcomes -- 3.3 Time Horizon -- 4 Data -- 4.1 Data on Individuals: Existing Self-Standing Surveys -- 4.2 Data on Individuals: Linked Administrative and Survey Data -- 4.3 Data on Individuals: Dedicated Survey -- 4.4 Data on Employers -- 5 Counterfactual Impact Evaluation (Individuals) -- 5.1 Control Groups -- 5.2 Evaluation Methods -- 6 Counterfactual Impact Evaluation (Employers) -- 6.1 Measuring Intensity of Participation in Modern Apprenticeships -- 6.2 Evaluation Methods -- 7 Examples of Past Evaluations -- 7.1 Impacts of Apprenticeships in England -- 7.2 Impacts of the Registered Apprenticeships in the United States -- 7.3 Impacts of the Youth in Action Programme in Colombia -- 8 Concluding Remarks -- References -- Pay for Performance in Primary Care: The Use of Administrative Data by Health Economists -- 1 Introduction.</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">2 Pay for Performance in Primary Care.</subfield></datafield><datafield tag="588" ind1=" " ind2=" "><subfield code="a">Description based on publisher supplied metadata and other sources.</subfield></datafield><datafield tag="590" ind1=" " ind2=" "><subfield code="a">Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. </subfield></datafield><datafield tag="655" ind1=" " ind2="4"><subfield code="a">Electronic books.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Paruolo, Paolo.</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="a">Crato, Nuno</subfield><subfield code="t">Data-Driven Policy Impact Evaluation</subfield><subfield code="d">Cham : Springer International Publishing AG,c2018</subfield><subfield code="z">9783319784601</subfield></datafield><datafield tag="797" ind1="2" ind2=" "><subfield code="a">ProQuest (Firm)</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5535810</subfield><subfield code="z">Click to View</subfield></datafield></record></collection> |