IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-25-00614.html

The economic impact of the 2014 oil price collapse on Rio de Janeiro: A synthetic control analysis

Author

Listed:
  • Caio F Ferreira

    (Universidade do Estado do Rio de Janeiro)

Abstract

This paper evaluates the economic impact of the 2014 oil price collapse on the State of Rio de Janeiro using the Synthetic Control Method and annual data from 1990 to 2021. The synthetic control replicates Rio's pre-shock income path and serves as a counterfactual for the post-2014 period. Results show a persistent decline in GDP per capita relative to the synthetic benchmark, with a peak gap of about 14 percent in 2020. Placebo tests, an in-time falsification, and leave-one-out estimates confirm the robustness of the findings. The evidence provides the first causal estimate of a major commodity-price shock for a Brazilian state and highlights the vulnerability of resource-dependent regional economies.

Suggested Citation

  • Caio F Ferreira, 2026. "The economic impact of the 2014 oil price collapse on Rio de Janeiro: A synthetic control analysis," Economics Bulletin, AccessEcon, vol. 46(1), pages 260-273.
  • Handle: RePEc:ebl:ecbull:eb-25-00614
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2026/Volume46/EB-26-V46-I1-P23.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fidel Perez-Sebastian & Ohad Raveh, 2016. "The Natural Resource Curse and Fiscal Decentralization," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 212-230.
    2. Francesco Caselli & Guy Michaels, 2013. "Do Oil Windfalls Improve Living Standards? Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 208-238, January.
    3. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
    4. Campos, Nauro F. & Coricelli, Fabrizio & Moretti, Luigi, 2019. "Institutional integration and economic growth in Europe," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 88-104.
    5. Jeffrey Frankel, 2012. "The Natural Resource Curse: A Survey of Diagnoses and Some Prescriptions," Growth Lab Working Papers 36, Harvard's Growth Lab.
    6. Hunt Allcott & Daniel Keniston, 2018. "Dutch Disease or Agglomeration? The Local Economic Effects of Natural Resource Booms in Modern America," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 695-731.
    7. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    8. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    9. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    10. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    11. repec:oup:econjl:v:129:y:2019:i:10:p:2722-2744. is not listed on IDEAS
    12. Andreas Billmeier & Tommaso Nannicini, 2013. "Assessing Economic Liberalization Episodes: A Synthetic Control Approach," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 983-1001, July.
    13. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    14. Fernanda Brollo & Tommaso Nannicini & Roberto Perotti & Guido Tabellini, 2013. "The Political Resource Curse," American Economic Review, American Economic Association, vol. 103(5), pages 1759-1796, August.
    15. Jean‐Louis Combes & Patrick Guillaumont, 2002. "Commodity Price Volatility, Vulnerability and Development," Development Policy Review, Overseas Development Institute, vol. 20(1), pages 25-39, March.
    16. Pellegrini, Lorenzo & Tasciotti, Luca & Spartaco, Andrea, 2021. "A regional resource curse? A synthetic-control approach to oil extraction in Basilicata, Italy," Ecological Economics, Elsevier, vol. 185(C).
    17. Kuruc, Kevin, 2022. "Are IMF rescue packages effective? A synthetic control analysis of macroeconomic crises," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 38-53.
    18. Benjamin Born & Gernot J Müller & Moritz Schularick & Petr Sedláček, 2019. "The Costs of Economic Nationalism: Evidence from the Brexit Experiment," The Economic Journal, Royal Economic Society, vol. 129(623), pages 2722-2744.
    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. Charotti, Carlos J. & Palma, Nuno & Pereira dos Santos, João, 2025. "American treasure and the decline of Spain," European Economic Review, Elsevier, vol. 180(C).
    2. Robert Kraemer & Jonne Lehtimäki, 2024. "Government debt, European Institutions and fiscal rules: a synthetic control approach," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(4), pages 1112-1157, August.
    3. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    4. Christopher Hartwell & Roman Horvath & Eva Horvathova & Olga Popova, 2022. "Natural resources and income inequality in developed countries: synthetic control method evidence," Empirical Economics, Springer, vol. 62(2), pages 297-338, February.
    5. Maximiliano Marzetti & Rok Spruk, 2023. "Long-Term Economic Effects of Populist Legal Reforms: Evidence from Argentina," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 60-95, March.
    6. repec:osf:osfxxx:s8ayp_v1 is not listed on IDEAS
    7. Michael Funke & Helery Tasane, 2025. "Regional economic impacts of the Øresund cross-border fixed link: Cui Bono?," Regional Studies, Taylor & Francis Journals, vol. 59(1), pages 2573115-257, December.
    8. Garoupa, Nuno & Spruk, Rok, 2025. "Populist constitutional backsliding and judicial independence: Evidence from Türkiye," International Review of Law and Economics, Elsevier, vol. 84(C).
    9. Diego D'iaz & Pablo Paniagua & Cristi'an Larroulet, 2024. "Earthquakes and the wealth of nations: The cases of Chile and New Zealand," Papers 2405.12041, arXiv.org.
    10. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp, 2023. "De-Fueling Externalities: How Tax Salience and Fuel Substitution Mediate Climate and Health Benefits," Discussion Papers of DIW Berlin 2041, DIW Berlin, German Institute for Economic Research.
    11. repec:ces:ceswps:_119333 is not listed on IDEAS
    12. Bibek Adhikari, 2022. "A Guide to Using the Synthetic Control Method to Quantify the Effects of Shocks, Policies, and Shocking Policies," The American Economist, Sage Publications, vol. 67(1), pages 46-63, March.
    13. Guillaume Allaire Pouliot & Zhen Xie & Ziyi Liu, 2022. "Degrees of Freedom and Information Criteria for the Synthetic Control Method," Papers 2207.02943, arXiv.org, revised Mar 2026.
    14. Rodríguez-Puello, Gabriel, 2024. "Digging for Trouble? Uncovering the Link Between Mining Booms and Crime," OSF Preprints s8ayp, Center for Open Science.
    15. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp & Piero Basaglia, 2023. "De-Fueling Externalities: Causal Effects of Fuel Taxation and Mediating Mechanisms for Reducing Climate and Pollution Costs," CESifo Working Paper Series 10508, CESifo.
    16. McCloud, Nadine & Ivey, Wendel & Taylor, Ajornie, 2026. "The workforce paradox: Do extreme natural disasters accelerate or undermine labour productivity?," Economic Modelling, Elsevier, vol. 154(C).
    17. Emery, Thomas & Mélon, Lela & Spruk, Rok, 2023. "Does e-procurement matter for economic growth? Subnational evidence from Australia," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 318-334.
    18. Maximilian Langer & Joshua Hassib & Lars P. Feld & Daniel Nientiedt, 2025. "Evaluating the Effects of the German Debt Brake: A Synthetic Control Approach," CESifo Working Paper Series 11933, CESifo.
    19. Cruz A. Echevarría & Serhat Hasancebi & Javier García-Enríquez, 2022. "Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 37(2), pages 179-215.
    20. Zhentao Shi & Jin Xi & Haitian Xie, 2025. "A Synthetic Business Cycle Approach to Counterfactual Analysis with Nonstationary Macroeconomic Data," Papers 2505.22388, arXiv.org.
    21. Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024. "Computing Synthetic Controls Using Bilevel Optimization," Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
    22. Barseghyan, Gayane, 2019. "Sanctions and counter-sanctions : What did they do?," BOFIT Discussion Papers 24/2019, Bank of Finland, Institute for Economies in Transition.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    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:ebl:ecbull:eb-25-00614. 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: John P. Conley (email available below). General contact details of provider: .

    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.