IDEAS home Printed from https://ideas.repec.org/a/taf/apeclt/v23y2016i4p239-242.html
   My bibliography  Save this article

A note on the triple difference in economic models

Author

Listed:
  • Peter Berck
  • Sofia B. Villas-Boas

Abstract

This article shows when a triple difference strategy using an imperfect control category improves on the double difference strategy for estimating an average treatment effect. For example, a product is treated in one place and not another leading to a double difference strategy. When does comparison with an untreated product in triple difference strategy improve accuracy?

Suggested Citation

  • Peter Berck & Sofia B. Villas-Boas, 2016. "A note on the triple difference in economic models," Applied Economics Letters, Taylor & Francis Journals, vol. 23(4), pages 239-242, March.
  • Handle: RePEc:taf:apeclt:v:23:y:2016:i:4:p:239-242
    DOI: 10.1080/13504851.2015.1068912
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/13504851.2015.1068912
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/13504851.2015.1068912?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Blanciforti, Laura & Green, Richard, 1983. "An Almost Ideal Demand System Incorporating Habits: An Analysis of Expenditures on Food and Aggregate Commodity Groups," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 511-515, August.
    2. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    3. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    4. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    5. Kellogg, Ryan & Wolff, Hendrik, 2008. "Daylight time and energy: Evidence from an Australian experiment," Journal of Environmental Economics and Management, Elsevier, vol. 56(3), pages 207-220, November.
    6. Daniel S. Hamermesh & Stephen J. Trejo, 2000. "The Demand for Hours of Labor: Direct Evidence from California," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 38-47, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cintolesi, Andrea, 2022. "Political polarization and primary elections," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 596-617.
    2. Rupa Palanki & Siva Chamarthy & Srinivas Palanki, 2021. "Impact of the Affordable Care Act on diabetes diagnoses in the United States: A county‐level analysis," Economic Affairs, Wiley Blackwell, vol. 41(1), pages 111-122, February.
    3. Carolin Linckh & Caroline Neuber-Pohl & Harald Pfeifer, 2023. "The employment effects of raising negotiated minimum wages for apprentices," Economics of Education Working Paper Series 0202, University of Zurich, Department of Business Administration (IBW).
    4. Lichtenberg Frank R, 2018. "The Impact of New Drug Launches on Longevity Growth in Nine Middle Eastern and African Countries, 2007–2015," Review of Middle East Economics and Finance, De Gruyter, vol. 14(3), pages 1-15, December.
    5. Baccini, Leonardo & Lodefalk, Magnus & Sabolová, Radka, 2024. "Economic Determinants of Attitudes Toward Migration: Firm-level Evidence from Europe," International Organization, Cambridge University Press, vol. 78(1), pages 67-102, January.
    6. Leonardo M. Giuffrida & Gabriele Rovigatti, 2017. "Can the Private Sector Ensure the Public Interest? Evidence from Federal Procurement," CEIS Research Paper 411, Tor Vergata University, CEIS, revised 20 Jul 2017.
    7. Liu, Jiawen, 2024. "When Protection Becomes a Pitfall: Evaluating the Impact of Labor Policies on Women’s Workforce Participation," 2024 Annual Meeting, July 28-30, New Orleans, LA 343644, Agricultural and Applied Economics Association.
    8. Omar Isaac Asensio & Camila Z. Apablaza & M. Cade Lawson & Edward W. Chen & Savannah J. Horner, 2022. "Impacts of micromobility on car displacement with evidence from a natural experiment and geofencing policy," Nature Energy, Nature, vol. 7(11), pages 1100-1108, November.
    9. Leonardo M. Giuffrida & Gabriele Rovigatti, 2022. "Supplier selection and contract enforcement: Evidence from performance bonding," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(4), pages 980-1019, November.
    10. Zheng, Xian & Chen, Xingtao & Yuan, Ziqing, 2021. "Exploring the spatial spillover effect of home purchase restrictions on residential land prices based on the difference-in-differences approach: Evidence from 195 Chinese cities," Land Use Policy, Elsevier, vol. 102(C).
    11. Zhang, Mengzhu & Zhao, Pengjun, 2021. "Literature review on urban transport equity in transitional China: From empirical studies to universal knowledge," Journal of Transport Geography, Elsevier, vol. 96(C).
    12. Andreas Olden & Jarle Møen, 2022. "The triple difference estimator [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 531-553.
    13. Palacio, Sebastián M., 2020. "Predicting collusive patterns in a liberalized electricity market with mandatory auctions of forward contracts," Energy Policy, Elsevier, vol. 139(C).

    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. Ciani Emanuele & Fisher Paul, 2019. "Dif-in-Dif Estimators of Multiplicative Treatment Effects," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-10, January.
    2. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    3. Christian Volpe Martincus, 2010. "Odyssey in International Markets: An Assessment of the Effectiveness of Export Promotion in Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 16458, February.
    4. Nguyen, Hai V., 2013. "Do smoke-free car laws work? Evidence from a quasi-experiment," Journal of Health Economics, Elsevier, vol. 32(1), pages 138-148.
    5. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    6. Irvine Ian J. & Nguyen Van Hai, 2014. "Retail Tobacco Display Bans," Forum for Health Economics & Policy, De Gruyter, vol. 17(2), pages 169-195, September.
    7. Liangliang He & Lei Chen & Frank Hong Liu, 2017. "Banking reforms, performance and risk in China," Applied Economics, Taylor & Francis Journals, vol. 49(40), pages 3995-4012, August.
    8. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    9. Timothy G. Conley & Christopher R. Taber, 2011. "Inference with "Difference in Differences" with a Small Number of Policy Changes," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 113-125, February.
    10. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    11. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    12. Gergő Tóth & Balázs Lengyel, 2021. "Inter-firm inventor mobility and the role of co-inventor networks in producing high-impact innovation," The Journal of Technology Transfer, Springer, vol. 46(1), pages 117-137, February.
    13. Lorenzo Escot & José Fernández-Cornejo & Carlos Poza, 2014. "Fathers’ Use of Childbirth Leave in Spain. The Effects of the 13-Day Paternity Leave," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(3), pages 419-453, June.
    14. Mulugeta S. Kahsai & Randall Jackson, 2015. "Quasi-Experimental Methods an Annotated Bibliography," Working Papers Resource Document 2015-01, Regional Research Institute, West Virginia University.
    15. Li, Xia & Gan, Christopher & Hu, Baiding, 2011. "The welfare impact of microcredit on rural households in China," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(4), pages 404-411, August.
    16. Villas-Boas, Sofia B, 2020. "Reduced Form Evidence on Belief Updating Under Asymmetric Information," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt08c456vk, Department of Agricultural & Resource Economics, UC Berkeley.
    17. Picarelli, Nathalie, 2016. "Who really benefits from export processing zones? Evidence from Nicaraguan municipalities," Labour Economics, Elsevier, vol. 41(C), pages 318-332.
    18. Mateos de Cabo, Ruth & Terjesen, Siri & Escot, Lorenzo & Gimeno, Ricardo, 2019. "Do ‘soft law’ board gender quotas work? Evidence from a natural experiment," European Management Journal, Elsevier, vol. 37(5), pages 611-624.
    19. Irina Heimbach & Oliver Hinz, 2018. "The Impact of Sharing Mechanism Design on Content Sharing in Online Social Networks," Information Systems Research, INFORMS, vol. 29(3), pages 592-611, September.
    20. Mardones, Cristian, 2021. "Ex-post evaluation and cost-benefit analysis of a heater replacement program implemented in southern Chile," Energy, Elsevier, vol. 227(C).

    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:taf:apeclt:v:23:y:2016:i:4:p:239-242. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEL20 .

    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.