IDEAS home Printed from https://ideas.repec.org/p/ris/drxlwp/2023_006.html
   My bibliography  Save this paper

Staggered Difference-in-Differences in Gravity Settings: Revisiting the Effects of Trade Agreements

Author

Listed:
  • Nagengast, Arne

    (Deutsche Bundesbank)

  • Yotov, Yoto

    (Drexel University)

Abstract

We nest an extended two-way fixed effect (ETWFE) estimator for staggered difference-in-differences within the structural gravity model. To test the ETWFE, we estimate the effects of regional trade agreements (RTAs). The results suggest that RTA estimates in the current gravity literature may be biased downward (by more than 50% in our sample). Sensitivity analyses confirm the robustness of our main findings and demonstrate the applicability of our methods in different settings. We expect the ETWFE methods to have significant implications for the estimates of other policy variables in the trade literature and for gravity regressions on migration and FDI flows.

Suggested Citation

  • Nagengast, Arne & Yotov, Yoto, 2023. "Staggered Difference-in-Differences in Gravity Settings: Revisiting the Effects of Trade Agreements," School of Economics Working Paper Series 2023-6, LeBow College of Business, Drexel University.
    • Handle: RePEc:ris:drxlwp:2023_006
    as

    Download full text from publisher

    File URL: https://drive.google.com/file/d/11KVgNuz0cn2nHwgtWSmFwxLyKywf6aSN/view?usp=sharing
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    2. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    3. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
    4. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    5. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 15(30), pages 08-45.
    6. Damiaan Persyn & Wouter Torfs, 2016. "A gravity equation for commuting with an application to estimating regional border effects in Belgium," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 155-175.
    7. Gary Clyde Hufbauer & Barbara Oegg, 2003. "The Impact of Economic Sanctions on US Trade: Andrew Rose's Gravity Model," Policy Briefs PB03-04, Peterson Institute for International Economics.
    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. Konstantin Sommer, 2024. "The Chinese waste import ban and the emergence of waste havens within Europe," Tinbergen Institute Discussion Papers 24-053/VI, Tinbergen Institute.

    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. 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.
    2. Ridwan Ah Sheikh & Sunil Kanwar, 2024. "Revisiting the Impact of TRIPS on IPR-intensive Export Flows: Evidence from Staggered Difference-in-Differences," Working papers 351, Centre for Development Economics, Delhi School of Economics.
    3. Jeffrey M Wooldridge, 2023. "Simple approaches to nonlinear difference-in-differences with panel data," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 31-66.
    4. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences With Staggered Adoptions," Papers 2312.05985, arXiv.org, revised Oct 2024.
    5. Shoya Ishimaru, 2021. "What Do We Get from Two-Way Fixed Effects Regressions? Implications from Numerical Equivalence," Papers 2103.12374, arXiv.org, revised Oct 2024.
    6. Burger, Anže & Marinč, Matej & Polanec, Sašo & Kotnik, Patricia, 2024. "Public procurement and bank lending," Finance Research Letters, Elsevier, vol. 66(C).
    7. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org.
    8. Blesse, Sebastian & Diegmann, André, 2022. "The place-based effects of police stations on crime: Evidence from station closures," Journal of Public Economics, Elsevier, vol. 207(C).
    9. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
    10. Mortha, Aline & Yajima, Naonari & Arimura, Toshi H., 2024. "Impact of the feed-in-tariff exemption on energy consumption in Japanese industrial plants," Japan and the World Economy, Elsevier, vol. 69(C).
    11. Amy Finkelstein & Matthew Gentzkow & Dean Li & Heidi L. Williams, 2022. "What Drives Risky Prescription Opioid Use? Evidence from Migration," NBER Working Papers 30471, National Bureau of Economic Research, Inc.
    12. Britta Rude, 2022. "Can We Grow with our Children? The Effects of a Comprehensive Early Childhood Development Program," ifo Working Paper Series 372, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    13. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
    14. Löffler, Max & Siegloch, Sebastian, 2015. "Property Taxation, Local Labor Markets and Rental Housing," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112967, Verein für Socialpolitik / German Economic Association.
    15. Justin Callais & Andrew T. Young, 2021. "Does constitutional entrenchment matter for economic freedom?," Contemporary Economic Policy, Western Economic Association International, vol. 39(4), pages 808-830, October.
    16. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    17. Crescioli, Tommaso, 2024. "Reinforcing each other: How the combination of European and domestic reforms increased competition in liberalized industries," European Journal of Political Economy, Elsevier, vol. 83(C).
    18. Damian Clarke & Daniel Paila~nir & Susan Athey & Guido Imbens, 2023. "Synthetic Difference In Differences Estimation," Papers 2301.11859, arXiv.org, revised Feb 2023.
    19. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," Papers 2106.00788, arXiv.org.
    20. Drange, Nina & Sandsør, Astrid Marie Jorde, 2024. "The effects of a free universal after-school program on child academic outcomes," Economics of Education Review, Elsevier, vol. 98(C).

    More about this item

    Keywords

    Staggered Difference-in-Differences; Gravity Model; Trade Agreements;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F10 - International Economics - - Trade - - - General
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ris:drxlwp:2023_006. 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: Richard C. Barnett (email available below). General contact details of provider: https://edirc.repec.org/data/cbdreus.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.