IDEAS home Printed from https://ideas.repec.org/h/nbr/nberch/15020.html
   My bibliography  Save this book chapter

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

In: Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences

Author

Listed:
  • Soumya Mukherjee
  • Aratrika Mustafi
  • Aleksandra Slavkovic
  • Lars Vilhuber

Abstract

No abstract is available for this item.

Suggested Citation

  • Soumya Mukherjee & Aratrika Mustafi & Aleksandra Slavkovic & Lars Vilhuber, 2024. "Improving Privacy for Respondents in Randomized Controlled Trials: A Differential Privacy Approach," NBER Chapters, in: Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and their Consequences, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberch:15020
    as

    Download full text from publisher

    File URL: http://www.nber.org/chapters/c15020.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2017. "Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia," American Economic Review, American Economic Association, vol. 107(4), pages 1165-1206, April.
    2. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    3. Nowok, Beata & Raab, Gillian M. & Dibben, Chris, 2016. "synthpop: Bespoke Creation of Synthetic Data in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 74(i11).
    4. Wasserman, Larry & Zhou, Shuheng, 2010. "A Statistical Framework for Differential Privacy," Journal of the American Statistical Association, American Statistical Association, vol. 105(489), pages 375-389.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Soumya Mukherjee & Aratrika Mustafi & Aleksandra Slavkovi'c & Lars Vilhuber, 2023. "Assessing Utility of Differential Privacy for RCTs," Papers 2309.14581, arXiv.org.
    2. Mahmud, Mahreen & Riley, Emma, 2021. "Household response to an extreme shock: Evidence on the immediate impact of the Covid-19 lockdown on economic outcomes and well-being in rural Uganda," World Development, Elsevier, vol. 140(C).
    3. Lea Cassar & Mira Fischer & Vanessa Valero, 2022. "Keep Calm and Carry On: Immediate-vs. Six-Month Effects of Mindfulness Training on Academic Performance," CESifo Working Paper Series 10099, CESifo.
    4. Fall, François Seck & Tchakoute Tchuigoua, Hubert & Vanhems, Anne & Simar, Léopold, 2022. "Investigating the unobserved heterogeneity effect on microfinance social efficiency," LIDAM Discussion Papers ISBA 2022010, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    5. Holla,Alaka & Bendini,Maria Magdalena & Dinarte Diaz,Lelys Ileana & Trako,Iva, 2021. "Is Investment in Preprimary Education Too Low ? Lessons from (Quasi) ExperimentalEvidence across Countries," Policy Research Working Paper Series 9723, The World Bank.
    6. Hjalmarsson, Randi & Machin, Stephen & Pinotti, Paolo, 2024. "Crime and the labor market," Handbook of Labor Economics,, Elsevier.
    7. Abhijit Banerjee & Emily Breza & Esther Duflo & Cynthia Kinnan, 2019. "Can Microfinance Unlock a Poverty Trap for Some Entrepreneurs?," NBER Working Papers 26346, National Bureau of Economic Research, Inc.
    8. Mario A. Maggioni & Domenico Rossignoli & Simona Beretta & Sara Balestri, 2017. "Trust behind bars: a longitudinal study of inmates? prosocial preferences," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis1701, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    9. Dominik Bietsch & Robert Stahlbock & Stefan Voß, 2023. "Synthetic Data as a Proxy for Real-World Electronic Health Records in the Patient Length of Stay Prediction," Sustainability, MDPI, vol. 15(18), pages 1-30, September.
    10. Thomas de Graaff & Elisa Panzera & Henri L. F. de Groot, 2025. "Going the distance? A meta-analysis of the deterring effect of distance in tourism," Tinbergen Institute Discussion Papers 25-031/VIII, Tinbergen Institute.
    11. John M. Abowd & Ian M. Schmutte & William Sexton & Lars Vilhuber, 2019. "Suboptimal Provision of Privacy and Statistical Accuracy When They are Public Goods," Papers 1906.09353, arXiv.org.
    12. repec:osf:osfxxx:nwp8k_v1 is not listed on IDEAS
    13. Anke Hoeffler & Patricia Justino, 2024. "Aid and fragile states," Chapters, in: Raj M. Desai & Shantayanan Devarajan & Jennifer L. Tobin (ed.), Handbook of Aid and Development, chapter 14, pages 225-246, Edward Elgar Publishing.
    14. Daniel Bjorkegren & Joshua Blumenstock & Omowunmi Folajimi-Senjobi & Jacqueline Mauro & Suraj R. Nair, 2022. "Instant Loans Can Lift Subjective Well-Being: A Randomized Evaluation of Digital Credit in Nigeria," Papers 2202.13540, arXiv.org.
    15. Philipp Ketz & Adam McCloskey, 2025. "Short and Simple Confidence Intervals When the Directions of Some Effects are Known," The Review of Economics and Statistics, MIT Press, vol. 107(3), pages 820-834, May.
    16. Stefano DellaVigna & Elizabeth Linos, 2022. "RCTs to Scale: Comprehensive Evidence From Two Nudge Units," Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
    17. Gharad Bryan & Dean Karlan & Adam Osman, 2024. "Big Loans to Small Businesses: Predicting Winners and Losers in an Entrepreneurial Lending Experiment," American Economic Review, American Economic Association, vol. 114(9), pages 2825-2860, September.
    18. Deer, Lachlan & Adler, Susanne J. & Datta, Hannes & Mizik, Natalie & Sarstedt, Marko, 2025. "Toward open science in marketing research," International Journal of Research in Marketing, Elsevier, vol. 42(1), pages 212-233.
    19. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    20. Gutierrez, Italo A. & Molina, Oswaldo & Nopo, Hugo R., 2018. "Stand Against Bullying: An Experimental School Intervention," IZA Discussion Papers 11623, Institute of Labor Economics (IZA).
    21. Seth Garz & Xavier Gine & Dean Karlan & Rafe Mazer & Caitlin Sanford & Jonathan Zinman, 2021. "Consumer Protection for Financial Inclusion in Low- and Middle-Income Countries: Bridging Regulator and Academic Perspectives," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 219-246, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberch:15020. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.