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Cross-sectoral effects of regulatory uncertainty: Lessons from Brazil

Author

Listed:
  • Cavalcante-Filho, Elias
  • De-Losso, Rodrigo
  • Sande, Felipe
  • Savoia, José Roberto

Abstract

This paper examines the multifaceted impact of regulatory changes on systemic risk within the affected sector and their contagion effects on other regulated industries. Using the sudden implementation of Brazilian legislation (Provisional Act No. 579/2012, which restructured the electricity sector) as a natural experiment, we assess whether such a policy shock increased market risk exposure for directly and indirectly affected firms. To estimate causal effects, we combine the Synthetic Control Method and Difference-in-Differences approaches, using CAPM betas as the measure of systemic risk for publicly traded firms between 2005 and 2018. The results indicate that PA579 significantly increased the systemic risk of electricity companies and also raised market risk in other regulated sectors, including highways, healthcare, gas, telephony, sanitation, and aviation. These findings highlight that abrupt regulatory interventions can propagate credibility shocks beyond their target sector, underscoring the importance of transparency and predictability in regulatory policy design.

Suggested Citation

  • Cavalcante-Filho, Elias & De-Losso, Rodrigo & Sande, Felipe & Savoia, José Roberto, 2026. "Cross-sectoral effects of regulatory uncertainty: Lessons from Brazil," Utilities Policy, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:juipol:v:98:y:2026:i:c:s0957178725002206
    DOI: 10.1016/j.jup.2025.102105
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    References listed on IDEAS

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    1. Düsterhöft, Maximilian & Schiemann, Frank & Walther, Thomas, 2023. "Let’s talk about risk! Stock market effects of risk disclosure for European energy utilities," Energy Economics, Elsevier, vol. 125(C).
    2. Hamada, Robert S, 1972. "The Effect of the Firm's Capital Structure on the Systematic Risk of Common Stocks," Journal of Finance, American Finance Association, vol. 27(2), pages 435-452, May.
    3. Wu, Fei & Zhang, Dayong & Zhang, Zhiwei, 2019. "Connectedness and risk spillovers in China’s stock market: A sectoral analysis," Economic Systems, Elsevier, vol. 43(3).
    4. Brandão, Roberto & Tolmasquim, Maurício T. & Maestrini, Marcelo & Tavares, Arthur Felipe & Castro, Nivalde J. & Ozorio, Luiz & Chaves, Ana Carolina, 2021. "Determinants of the economic performance of Brazilian electricity distributors," Utilities Policy, Elsevier, vol. 68(C).
    5. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
    6. 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.
    7. 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.
    8. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    10. Arblaster, Margaret, 2018. "Regulation in markets facing uncertainty: The case of Australia," Journal of Air Transport Management, Elsevier, vol. 67(C), pages 249-258.
    11. da Silva, Aline Veronese & Costa, Marcelo Azevedo & Ahn, Heinz & Lopes, Ana Lúcia Miranda, 2019. "Performance benchmarking models for electricity transmission regulation: Caveats concerning the Brazilian case," Utilities Policy, Elsevier, vol. 60(C), pages 1-1.
    12. 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.
    13. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    14. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    15. Peltzman, Sam, 1976. "Toward a More General Theory of Regulation," Journal of Law and Economics, University of Chicago Press, vol. 19(2), pages 211-240, August.
    16. Philip Bond & Itay Goldstein, 2015. "Government Intervention and Information Aggregation by Prices," Journal of Finance, American Finance Association, vol. 70(6), pages 2777-2812, December.
    17. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
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    Keywords

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    JEL classification:

    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L98 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Government Policy

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