Acknowledgments Introduction V. Joseph Hotz and Ruobin Gong I. Data Privacy Protection: New Frameworks and Standards 1. A Secure Query System to Improve Access to Individual Income Tax Data Amy O'Hara, Stephanie Straus, Ron Borzekowski, Paul Arnsberger, and Barry Johnson 2. The Case for Researching Applied Privacy-Enhancing Technologies Claire McKay Bowen, Joshua Snoke, Aaron R. Williams, and Andrés F. Barrientos 3. Using Containers for Analysis Validation at Scale Lars Vilhuber 4.
Differential Privacy Meets Invariant Statistics: Some Conundrums in Quantifying Trade-Offs James Bailie, Ruobin Gong, and Xiao-Li Meng II. Privacy Protection in Survey Research 5. The Complexities of Differential Privacy for Survey Data Jörg Drechsler and James Bailie 6. Differentially Private Population Quantity Estimates via Survey Weight Regularization Jeremy Seeman, Yajuan Si, and Jerome P. Reiter 7. Synthetic Data and Social Science Research: Accuracy Assessments and Practical Considerations from the SIPP Synthetic Beta Jordan Stanley and Evan S. Totty 8. Considerations for Developing Disclosure Avoidance Systems for Longitudinal Survey Data V.
Joseph Hotz and Trivellore Raghunathan III. Privacy-Preserving Data Analysis 9. Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach Soumya Mukherjee, Aratrika Mustafi, Aleksandra Slavkovic, and Lars Vilhuber 10. A Simulation-Based Method to Estimating Economic Models with Privacy-Protected Data Jung Sakong and Alexander K. Zentefis 11. Data Privacy for Record Linkage and Beyond Shurong Lin and Eric D. Kolaczyk IV. Privacy Policy and Data Governance 12.
The Realities of Disclosure Risks in the Age of Dark Patterns and Big Data Ramon Abraham A. Sarmiento 13. Effective Regulation and Firm Compliance: The Case of German Privacy Policies Jacopo Gambato, Bernhard Ganglmair, and Julia Krämer 14. Navigating the Privacy Landscape: Harmonizing Legislative and Public Sector Approaches in the Canadian Context Pierre Desrochers and Eric Rancourt V. Balancing Data Privacy and Data Usability 15. Privacy Protection and Accuracy: What Do We Know? Do We Know Things?? Let's Find Out! Evan S. Totty and Thor Watson 16. The Importance of Confidential Microdata for Economic Research Abhishek Nagaraj, Fernando Stipanicic, and Matteo Tranchero 17.
Privacy Elasticity: Modeling Responses to Quantifiable Privacy Changes Inbal Dekel, Rachel Cummings, Ori Heffetz, and Katrina Ligett.