Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and New Findings

V. Joseph Hotz, Ruobin Gong and Ian Schmutte

in NBER Books from National Bureau of Economic Research, Inc

Date: 2026
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Chapters in this book:

A Secure Query System to Improve Access to Individual Income Tax Data

Amy O'Hara, Stephanie Straus, Ron Borzekowski, Paul Arnsberger and Barry Johnson

Considerations for Developing Disclosure Avoidance Systems for Longitudinal Survey Data

V. Joseph Hotz and Trivellore Raghunathan

Data Privacy for Record Linkage and Beyond

Shurong Lin and Eric D. Kolaczyk

Differential Privacy Meets Invariant Statistics: Some Conundrums in Quantifying Trade-offs

James Bailie, Ruobin Gong and Xiao-Li Meng

Differentially Private Population Quantity Estimates via Survey Weight Regularization

Jeremy Seeman, Yajuan Si and Jerome P. Reiter

Effective Regulation and Firm Compliance: The Case of German Privacy Policies

Jacopo Gambato, Bernhard Ganglmair and Julia K. Krämer

Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach

Soumya Mukherjee, Aratrika Mustafi, Aleksandra Slavkovic and Lars Vilhuber

Introduction to "Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and New Findings"

V. Joseph Hotz and Ruobin Gong

Navigating the Privacy Landscape: Harmonizing Legislative and Public Sector Approaches in the Canadian Context

Pierre Desrochers and Eric Rancourt

Privacy Elasticity: Modeling Responses to Quantifiable Privacy Changes

Inbal Dekel, Rachel Cummings, Ori Heffetz and Katrina Ligett

Privacy Protection and Accuracy: What Do We Know? Do We Know Things?? Let’s Find Out!

Evan Totty and Thor Watson

Synthetic Data and Social Science Research: Accuracy Assessments and Practical Considerations from the SIPP Synthetic Beta

Jordan C. Stanley and Evan Totty

The Case for Researching Applied Privacy Enhancing Technologies

Claire McKay Bowen, Joshua Snoke, Aaron R. Williams and Andrés F. Barrientos

The Complexities of Differential Privacy for Survey Data

Joerg Drechsler and James Bailie

The Importance of Confidential Microdata for Economic Research

Abhishek Nagaraj, Fernando Stipanicic and Matteo Tranchero

The Realities of Disclosure Risks in the Age of Dark Patterns and Big Data

Ramon Abraham A. Sarmiento

Using Containers for Analysis Validation at Scale

Lars Vilhuber

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