Stock market interrelationships in the Latin American Integrated Market (MILA): a VAR approach to short-term dynamics (2015–2022)
DOI:
https://doi.org/10.22267/rtend.252602.278Keywords:
VAR model, cointegration, financial integration, emerging markets, financial markets, MILAAbstract
Introduction: This study is part of the analysis of the Latin American Integrated Market (MILA) made up of the Peruvian, Chilean and Colombian stock exchanges since 2011, and expanded in 2014 with the incorporation of Mexico. Objective: The main objective is to analyze the behavior of the stock market indices of the MILA member countries and the dynamics of their interrelationship. Methodology: Indices were normalized, stationarity was evaluated using the Augmented Dickey-Fuller test (ADF), the Johansen cointegration test was applied, and a VAR in differences was estimated to analyze the interactions between stock indices. The period of analysis covers from 2015 to 2022. Results: The series were non-stationary at level and integrated in order one. No evidence of cointegration was found between MILA indices, nor in subsets. The VAR model showed significant short-term relationships, especially between the Mexican Index of Prices and Quotations (IPC), the General Index of the Lima Stock Exchange (IGBVL), the Selective Stock Price Index (IPSA) and the Colombian Capitalization Index (COLCAP). Impulse-response analyses confirmed transient interdependencies. Conclusions: There is no long-term stock market integration between the MILA markets. However, significant short-term interactions are detected. This suggests the transmission of shocks and common reactions to external events, with implications for regional diversification and more effective financial integration policies.
Downloads
References
(1) Agudelo, D.A., Barraza, S., Castro, M. y Mongrut, S. (2012). Liquidez en los mercados accionarios latinoamericanos: estimando el efecto del mercado integrado latinoamericano (MILA).Center for Research in Economics and Finance (CIEF),Working Papers, (12-21). http://dx.doi.org/10.2139/ssrn.2400734
(2) Camara-Neto, A. F. & Vernengo, M. (2010). Beyond the original sin: a new regional financial architecture in South America. Journal of Post Keynesian Economics, 32(2), 199–212. https://doi.org/10.2753/PKE0160-3477320205
(3) Cardona, J. C. (2024). La integración del mercado bursátil latinoamericano: el caso del mercado integrado latinoamericano. Una revisión sistemática e integración de la literatura. Revista Finanzas y Política Económica, 16(2), 317-353. https://doi.org/10.14718/revfinanzpolitecon.v16.n2.2024.1
(4) Carrieri, F., Errunza, V. & Hogan, K. (2007). Characterizing world market integration through Time. Journal of Financial and Quantitative Analysis, 42(04), 915. https://doi.org/10.1017/S0022109000003446
(5) Cheung, D. W. (2000). The impulse of stock market volatility and the market crash of october 1987. Journal of Business Finance & Accounting, 27(5-6), 761-776. https://doi.org/10.1111/1468-5957.00333
(6) Duwicquet, V. y Mazier, J. (2011). Integración financiera y ajustes macroeconómicos en una unión monetaria. Revista de economía poskeynesiana, 33(2), 333-370, https://doi.org/10.2753/PKE0160-3477330207
(7) Economic Commission for Latin America and the Caribbean. (2014). Integración regional Hacia una estrategia de cadenas de valor inclusivas. Naciones Unidas. https://repositorio.cepal.org/entities/publication/2336e16c-710b-47e7-bcbe-79c6c0539ede
(8) Enders, W. (2014). Applied Econometric Time Series (14ª ed.). Wiley. https://acortar.link/atFCQd
(9) Endri, E., Fauzi, F. & Syafriana, M. (2024). Integration of the Indonesian stock market with eight major trading partners’ stock markets. Economies, 12(12), 350. https://doi.org/10.3390/economies12120350
(10) Espinoza, R., Prasad, A. & Williams, O. (2011). Regional financial integration in the GCC. Emerging Markets Review, 12(4), 354–370. https://doi.org/10.1016/j.ememar.2011.04.005
(11) Fama, E. F. (1995). Random Walks in Stock Market Prices. Financial Analysts Journal, 51(1), 75–80. https://doi.org/10.2469/faj.v51.n1.1861
(12) Frey, L. & Volz, U. (2013). Regional financial integration in Sub-Saharan Africa–an empirical examination of its effects on financial market development. South African Journal of Economics, 81(1), 79-117. https://doi.org/10.1111/j.1813-6982.2012.01334.x
(13) Fuentes, M. y Pinilla, A. (2021). Transmisión de volatilidad en el mercado integrado latinoamericano (MILA): Una evidencia del grado de integración. Revista de Métodos Cuantitativos para la Economía y la Empresa, 31, 301-328. https://doi.org/10.46661/revmetodoscuanteconempresa.4182
(14) Grobys, K. (2010). Have volatility spillover effects of cointegrated European stock markets increased over time? The review of finance and banking, 2(2), 083-94. https://www.ceeol.com/search/article-detail?id=848745
(15) Gur, N. (2013). Does financial integration increase exports? evidence from international industry-level data. Emerging Markets Finance and Trade, 49(SUP5), 112–129. https://doi.org/10.2753/REE1540-496X4905S507
(16) Hardy, N., Magner, N. S., Lavín, J., Cárdenas, R. A. & Jara-Bertin, M. (2018). Small consequences of a major agreement: The MILA case. Academia Revista Latinoamericana de Administración, 31(4), 663-683. https://doi.org/10.1108/ARLA-12-2017-0357
(17) Hyme, P. (2003). La teoría de los mercados de capitales eficientes. un examen crítico. Cuadernos de Economía, 22(39), 57–83. http://www.scielo.org.co/scielo.php?pid=s0121-47722003000200004&script=sci_arttext
(18) Investing.com. (2024). Mercados financieros del mundo. https://es.investing.com/markets/
(19) Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2–3), 231–254. https://doi.org/10.1016/0165-1889(88)90041-3
(20) Johansen, S. (1991). Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models. Econometrica, 59(6), 1551–1580. https://doi.org/10.2307/2938278
(21) Kim, S. & Lee, J. W. (2012). Real and financial integration in east Asia. Review of International Economics, 20(2), 332–349. https://doi.org/10.1111/j.1467-9396.2012.01025.x
(22) Lee, H.H., Huh, H.S. & Park, D. (2013). Financial Integration in East Asia: An Empirical Investigation. The World Economy, 36(4), 396–418. https://doi.org/10.1111/twec.12030
(23) Lizarzaburu, E. R., Burneo, K., Galindo, H. & Berggrun, L. (2015). Emerging Markets Integration in Latin America (MILA) Stock Market indicators: Chile, Colombia and Peru. Journal of Economics, Finance and Administrative Science, 20(39), 74–83. https://doi.org/10.1016/j.jefas.2015.08.002
(24) Lütkepohl, H. & Krätzig, M. (2004). Applied time series econometrics. Cambridge University Press. https://doi.org/10.1017/CBO9780511606885
(25) Markowitz, H. (1952). Portfolio Selection. The Journal of Finance, 7(1), 77–91. https://doi.org/10.1111/j.1540-6261.1952.tb01525.x
(26) Muñoz, J. A., Sepúlveda, S. M., Velosos, C. L. & Delgado, C. L. (2022). Effects of MILA on their stock markets: An empirical analysis on market activity and dynamic correlations. International Journal of Emerging Markets, 17(5), 1189-1215. https://doi.org/10.1108/IJOEM-12-2019-1070
(27) Ocampo, J. A. & Titelman, D. (2010). Subregional financial cooperation: the South American experience. Journal of Post Keynesian Economics, 32(2), 249–268. https://doi.org/10.2753/PKE0160-3477320208
(28) Pérez, P. P. (2010). The Ecuadorian proposal for a new regional financial architecture. Journal of Post Keynesian Economics, 32(2), 163–172. https://doi.org/10.2753/PKE0160-3477320202
(29) Santillán-Salgado, R. J., Massa, R. & Reyna, M. (2017). An exploratory study on nonlinear causality among the MILA markets. Emerging Markets Finance and Trade, 53(10), 2303-2317. https://doi.org/10.1080/1540496X.2017.1308861
(30) Schmiedel, H. & Schönenberger, A. (2005). Integration of securities market infrastructures in the euro area. ECB Occasional Paper, (33). http://dx.doi.org/10.2139/ssrn.752093
(31) Seraylán, M. (2014). La integración de mercados y depositarios centrales: experiencia del MILA. En Instituto Iberoamericano de Mercados de Valores (Ed.), Estudio sobre los sistemas de registro, compensación y liquidación de valores en Iberoamérica (pp. 215–232). Instituto Iberoamericano de Mercados de Valores. https://www.iimv.org/wp-content/uploads/2014/11/CAPITULO-7.pdf
(32) Serrano, R. & Núñez, J. A. (2021). Value-at-risk predictive performance: A comparison between the CaViaR and GARCH models for the MILA and ASEAN-5 stock markets. Journal of Economics, Finance and Administrative Science, 26(52), 197-221. https://doi.org/10.1108/JEFAS-03-2021-0009
(33) Sims, C. A. (1980). Macroeconomics and Reality. Econometrica, 48(1), 1-48. https://doi.org/10.2307/1912017
(34) Sosa, M., Ortiz, E. & Cabello, A. (2018). Dynamic linkages between stock market and exchange rate in MILA countries: a markov regime switching approach (2003-2016). Análisis Económico, 33(83), 57-85. https://www.redalyc.org/journal/413/41356919004/html/
(35) Traczyk, A. (2012). Financial integration and the term structure of interest rates. Empirical Economics, 45(3), 1267–1305. https://doi.org/10.1007/s00181-012-0652-7
(36) Vieito, J. P., Espinosa, C., Wong, W.K., Batmunkh, M.U., Choijil, E. & Hussien, M. (2024). Herding behavior in integrated financial markets: The case of MILA. International Journal of Emerging Markets, 19(11), 3801-3827. https://doi.org/10.1108/IJOEM-08-2021-1202
(37) Volz, U. (2013). ASEAN Financial integration in the light of recent European experiences. Asean Economic Bulletin, 30(2), 124. https://doi.org/10.1355/ae30-2b
(38) You, J., Liu, C. & Du, G. (2014). With economic integration comes financial contagion? evidence from China. Emerging Markets Finance and Trade, 50(3), 62–80. https://doi.org/10.2753/REE1540-496X500305
Published
How to Cite
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Those authors who have publications with this journal, accept the following terms:
This journal is licensed under a Creative Commons Reconocimiento-NoComercial 4.0 Internacional License. The articles can be copied, distributed, adapted and communicated publicly, as long as the credits of the work are recognized and the respective source is quoted. This work can not be used for commercial purposes.
To increase their visibility, documents are sent to databases and indexing systems.
The content of the items is the responsibility of each author, and does not compromise in any way, journal or institution.