Return reversal of Latin American industries

Authors

  • Luis Berggrun CESA Business School, Bogota, Colombia
  • Emilio Cardona Universidad de los Andes, Bogota, Colombia
  • Edmundo Lizarzaburu ESAN University, Lima, Peru

Keywords:

Contrarian strategy, Emerging stock markets, Five-factor model, Industry portfolios

Abstract

Purpose: This study analyzes inter-industry reversal, or whether loser or underperforming industries yield higher returns than winner or outperforming industries in Latin America. The phenomenon is likewise examined in market segments that are more prone to inefficiencies and short-selling barriers. It also investigates intra-industry reversal by assessing whether loser stocks outperform winner stocks within the same industry. The analysis is then extended to market segments defined by stock characteristics.

Design/methodology/approach: Long-term reversal for industry portfolios is evaluated following the portfolio simulation approach proposed by Jegadeesh and Titman (1993). When testing multiple hypotheses simultaneously, the probability of reporting false positives increases substantially. To account for multiple hypothesis testing, p-values are adjusted using several well-established approaches.

Findings: No evidence of inter-industry reversal for the whole market or for specific market segments was found. Moreover, in both the entire market and certain segments, a contrarian intra-industry reversal strategy does not yield profits. Overall, investors in Latin American industries would have been unable to profit from exploiting return reversion across and within industries in the region.

Research limitations/implications: The study focuses on formation periods of up to five years and holding periods of up to a year, as constrained by data availability. This limitation restricts the range of reversal strategies that can be analyzed (e.g. formation periods of a decade are not considered). As additional data become available, this limitation will be less severe.

Practical implications: This paper builds on our previous paper that explored industry return continuation or momentum. Overall, neither momentum nor reversal at the industry level appears to be significant in Latin America’s most important equity markets. Violations of weak-form market efficiency at the industry level in Latin America are not supported by our findings.

Originality/value: This paper contributes by providing new evidence on both inter- and within-industry reversal in a region that is frequently overlooked in international studies. It also adds to the literature by analyzing reversal in market segments related to industry and stock characteristics such as size or market cap. In addition, the study addresses the issue of multiple hypotheses testing, which is often neglected in existing literature.

DOI: https://doi.org/10.1108/JEFAS-05-2025-0165

Downloads

Download data is not yet available.

References

Apergis, N., Plakandaras, V. and Pragidis, I. (2020), “Industry momentum and reversals in stock markets”, International Journal of Finance and Economics, Vol. 27 No. 3, pp. 3093-3138, doi: 10.1002/ijfe.2314.

Bali, T.G., Subrahmanyam, A. and Wen, Q. (2021), “Long-term reversals in the corporate bond market”, Journal of Financial Economics, Vol. 139 No. 2, pp. 656-677, doi: 10.1016/j.jfineco.2020.08.007.

Benjamini, Y. and Yekutieli, D. (2001), “The control of the false discovery rate in multiple testing under dependency”, The Annals of Statistics, Vol. 29 No. 4, pp. 1165-1188, doi: 10.1214/aos/1013699998.

Berggrun, L., Cardona, E. and Lizarzaburu, E. (2020), “Profitability of momentum strategies in Latin America”, International Review of Financial Analysis, Vol. 70, 101502, doi: 10.1016/j.irfa.2020.101502.

Berggrun, L., Cardona, E. and Lizarzaburu, E. (2023), “Industry momentum in Latin America”, Journal of Business Research, Vol. 158, 113711, doi: 10.1016/j.jbusres.2023.113711.

Bildik, R. and Gulay, G. (2007), “Profitability of contrarian strategies: evidence from the Istanbul stock exchange”, International Review of Finance, Vol. 7 Nos 1-2, pp. 61-87, doi: 10.1111/j.1468-2443.2007.00068.x.

Bornholt, G., Gharaibeh, O. and Malin, M. (2015), “Industry long-term return reversal”, Journal of International Financial Markets, Institutions and Money, Vol. 38, pp. 65-78, doi: 10.1016/j.intfin.2015.05.013.

Day, M.-Y. and Ni, Y. (2023), “Do clean energy indices outperform using contrarian strategies based on contrarian trading rules?”, Energy, Vol. 272, 127113, doi: 10.1016/j.energy.2023.127113.

Fama, E.F. and French, K.R. (2015), “A five-factor asset pricing model”, Journal of Financial Economics, Vol. 116, pp. 1-22, doi: 10.1016/j.jfineco.2014.10.010.

Galariotis, E.C. (2012), “Recent evidence on the performance and riskiness of contrarian portfolios”, The European Journal of Finance, Vol. 18 No. 7, pp. 603-617, doi: 10.1080/1351847X.2011.628795.

Gang, J., Qian, Z. and Xu, T. (2019), “Investment horizons, cash flow news, and the profitability of momentum and reversal strategies in the Chinese stock market”, Economic Modelling, Vol. 83, pp. 364-371, doi: 10.1016/j.econmod.2019.08.021.

Holm, S. (1979), “A simple sequentially rejective multiple test procedure”, Scandinavian Journal of Statistics, Vol. 6, pp. 65-70, doi: 10.2307/4615733.

Jegadeesh, N. and Titman, S. (1993), “Returns to buying winners and selling losers: implications for stock market efficiency”, The Journal of Finance, Vol. 48 No. 1, pp. 65-91, doi: 10.1111/j.1540-6261.1993.tb04702.x.

Kosc, K., Sakowski, P. and Ślepaczuk, R. (2019), “Momentum and contrarian effects on the cryptocurrency market”, Physica A: Statistical Mechanics and its Applications, Vol. 523, pp. 691-701, doi: 10.1016/j.physa.2019.02.057.

Newey, W.K. and West, K.D. (1987), “A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix”, Econometrica, Vol. 55 No. 3, pp. 703-708, doi: 10.2307/1913610.

Ramiah, V., Cheng, K.Y., Orriols, J., Naughton, T. and Hallahan, T. (2011), “Contrarian investment strategies work better for dually-traded stocks: evidence from Hong Kong”, Pacific-Basin Finance Journal, Vol. 19 No. 1, pp. 140-156, doi: 10.1016/j.pacfin.2010.09.005.

Schiereck, D., De Bondt, W. and Weber, M. (1999), “Contrarian and momentum strategies in Germany”, Financial Analysts Journal, Vol. 55 No. 6, pp. 104-116, doi: 10.2469/faj.v55.n6.2317.

Shi, H.-L. and Zhou, W.-X. (2017), “Wax and wane of the cross-sectional momentum and contrarian effects: evidence from the Chinese stock markets”, Physica A: Statistical Mechanics and its Applications, Vol. 486, pp. 397-407, doi: 10.1016/j.physa.2017.05.078.

Wu, Y. and Mazouz, K. (2016), “Long-term industry reversals”, Journal of Banking and Finance, Vol. 68, pp. 236-250, doi: 10.1016/j.jbankfin.2016.03.017.

Wu, Y., Li, Y. and Hamill, P. (2012), “Do low-priced stocks drive long-term contrarian performance on the London Stock Exchange?”, Financial Review, Vol. 47 No. 3, pp. 501-530, doi: 10.1111/j.1540-6288.2012.00338.x.

Zaremba, A., Umutlu, M. and Maydybura, A. (2020), “Where have the profits gone? Market efficiency and the disappearing equity anomalies in country and industry returns”, Journal of Banking and Finance, Vol. 121, 105966, doi: 10.1016/j.jbankfin.2020.105966.

Zhang, W., Wang, G., Wang, X., Xiong, X. and Lei, X. (2018), “Profitability of reversal strategies: a modified version of the Carhart model in China”, Economic Modelling, Vol. 69, pp. 26-37, doi: 10.1016/j.econmod.2017.09.003

Downloads

Published

2026-05-21

How to Cite

Berggrun, L., Cardona, E., & Lizarzaburu, E. (2026). Return reversal of Latin American industries. Journal of Economics, Finance and Administrative Science, 31(61), 166–179. Retrieved from https://revistas.esan.edu.pe/index.php/jefas/article/view/932