Transitions between banking and stock market financial systems. A Switching Markov model approach

Authors

DOI:

https://doi.org/10.17981/econcuc.40.1.2019.08

Keywords:

Financial systems, Markov Chains, OECD, Banks, Stock market

Abstract

Financial systems are considered to be one of the determinants of economic growth; these systems typically fall into two categories, banking and stock market. The literature on factors such as domestic credit to the private sector, traded shares (% of GDP), GDP per capita and inflation can be indicators of transition from one type of financial state to another. Therefore, the main contribution of this article is to determine the probability of transition between states of the banking financial system to a stock market and vice versa, present in emerging Latin American countries such as Mexico, Colombia, Brazil and Chile (belonging to the OECD). To perform these calculations, a two-state Switching Markov methodology is used as an analysis tool for the study period 2000-2016, with data from the World Bank in the financial information group. The results obtained reflect how over time, most countries remain in a single state, ie, despite international economic conditions there is no transition or changes in the financial system. It is concluded that decision makers in these countries should propose policies that will guide these countries for a more appropriate use of the stock markets as a way to promote the high-tech industry and the risk diversification markets necessary to support such initiatives.

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Author Biographies

Christian Camilo Anzola Morales, Universidad Militar Nueva Granada

Master in Economics from the Universidad del Rosario. Economist at the Universidad Militar Nueva Granada. Research Assistant at the Universidad Militar Nueva Granada. Institutional address: Carrera 11 No. 101 - 80. Telephone: 311 5399882. Email: camilo-anzolam@gmail.com

Paola Sophia Vargas Pachón, Universidad Militar Nueva Granada (UMNG)

Economist at the Universidad Militar Nueva Granada. Research Assistant at the Universidad Militar Nueva Granada. Institutional address: Carrera 11 No. 101 - 80. Telephone: 305 7366680. Email: Pao.vpn@gmail.com

Alberto Méndez Morales, Universidad Militar Nueva Granada (UMNG)

Ph.D. and Master in Economics and Innovation Management from the Universidad Autónoma de Madrid, specialist in economic and social evaluation of projects of the Universidad de los Andes, Economist of the Universidad Externado de Colombia. Full-time professor at the Universidad Militar Nueva Granada. Institutional address: Carrera 11 No. 101 - 80. Telephone: 650 0000 etx. 1306 - 305 2367603. E-mail: edgard.mendez@unimilitar.edu.co

References

Aghion, P., Howitt, P. & Mayer-Foulkes, D. (2005). The Effect of Financial Develop­ment on Convergence: Theory and Ev­idence. The Quarterly Journal of Eco­nomics, 120(1). 173–222. http://dx.doi.org/10.1162/0033553053327515

Allen, F., Bartiloro, L., Gu, X. & Kow­alewski, O. (2018). Does economic structure determine financial struc­ture? Journal of International Eco­nomics, 114(1). 389–409. http://dx.doi.org/10.1016/J.JINTECO.2018.08.004

Allen, F. & Gale, D. (2000). Comparing financial systems. Cambridge: MIT Press.

Allen, F., Gu, X. & Kowalewski, O. (2017). Financial Structure, Economic Growth and Development. [IÉSEG Working Paper Series 2017-ACF-04]. Recuper­ado de https://papers.ssrn.com/sol3/pa­pers.cfm?abstract_id=3035298

Beck, T. & Levine, R. (2002). Industry growth and capital allocation:: does having a market- or bank-based sys­tem matter? Journal of Financial Eco­nomics, 64(2). 147–180. http://dx.doi.org/10.1016/S0304-405X(02)00074-0

Betancourt, R., Misas, M. y Bonilla, L. (2011). La transmisión de las tasas de interés en Colombia: un enfoque multi­variado con cambio de régimen [Pre­sentación]. Recuperado de http://www.banrep.gov.co/sites/default/files/publi­caciones/archivos/mec4.pdf

Bruno, G., De Bonis, R. & Silvestrini, A. (2012). Do financial systems converge? New evidence from financial assets in OECD countries. Journal of Compara­tive Economics, 40(1). 141–155. http://dx.doi.org/10.1016/J.JCE.2011.09.003

Calvo, A. Parejo, J., Rodríguez, L. y Cu­ervo, Á. (2014). Manual del sistema financiero español (25 ed.). Barcelona: Ariel Economía y Empresa.

Čihák, M., Demirgüç-Kunt, A., Feyen, E. & Levine, R. (2012). Benchmark­ing Financial Systems Around the World. [Working Paper 6175]. Wash­ington, D.C.: World Bank. http://documents.worldbank.org/cura­ted/en/868131468326381955/pdf/wps6175.pdf

Demirgüç-Kunt, A. & Levine, R. (2001). Financial structure and economic growth: a cross-country comparison of banks, markets, and development. Cambridge: MIT Press.

Dong, K., Hong, S. & Myung, H. (2018). ‘A study on Classification of Insider threat using Markov Chain Model’, KSII Transactions on Internet and In­formation Systems, 12(4). http://dx.doi.org/10.3837/tiis.2018.04.027.

Ergungor, O. (2004). Market- vs. bank-based financial systems: Do rights and regulations really matter? Journal of Banking & Finance, 28(12). 2869–2887. http://dx.doi.org/10.1016/J.JBANKFIN.2003.04.001

Freixas, X. & Rochet, J-C. (2008). Micro­economics of banking. Cambridge: MIT Press.

Gerschenkron, A. (1962). Economic back­wardness in historical perspective : a book of essays. Cambridge: Harvard University Press.

Goutte, S. (2014). Conditional Markov re­gime switching model applied to economic modelling. Economic Mod­elling, 38(c), 258-269. http://dx.doi.org/10.1016/j.econmod.2013.12.007

Herger, N., Hodler, R. & Lobsiger, M. (2008). What Determines Financial Development? Culture, Institutions or Trade’, Review of World Econom­ics, 144(3). 558–587. http://dx.doi.org/10.1007/s10290-008-0160-1

IMF, IFS and data files, and World Bank and OECD GDP estimates. (julio 10, 2018). Domestic credit to private sec­tor by banks (% of GDP). [Fichero de datos]. Recuperado de https://data.worldbank.org/indicator/FS.AST.PRVT.GD.ZS

Kaufmann, S. & Valderrama, M. (2008). Bank lending in Germany and the UK: are there differences between a bank-based and a market-based country? International Journal of Fi­nance & Economics, 13(3). 266–279. http://dx.doi.org/10.1002/ijfe.345

Lee, B. (2012). Bank-based and market-based financial systems: Time-series evidence. Pacific-Basin Fi­nance Journal, 20(2). 173–197. http://dx.doi.org/10.1016/J.PAC­FIN.2011.07.006

Levine, R. (2002). Bank-Based or Market-Based Financial Systems: Which is Better? [Working Paper 9138]. http://dx.doi.org/10.3386/w9138

Levine, R. (1997). Financial Develop­ment and Economic Growth: Views and Agenda. Journal of Economic Literature, 35(2). 688–726. Recu­perado de https://www.jstor.org/stable/2729790

Levine, R. & Zervos, S. (1999). Stock Mar­kets, Banks, and Economic Growth. The World Bank (Policy Research Working Papers). http://dx.doi.org/10.1596/1813-9450-1690

Levine, R., Beck, T. & Maksimovic, V. (2000). Financial Structure and Eco­nomic Development: Firm, Industry, and Country Evidence. [WPS2423]. http://dx.doi.org/10.1596/1813-9450-2423

López, E. y Joa, L. (2001). Markov chains applied to the analyzis of the prog­ress of research projets. Revista cu­bana de informática médica, 9(1). 44–51. Recuperado de http://www.medigraphic.com/cgi-bin/new/resu­menI.cgi?IDARTICULO=72043

Luintel, K., Khan., M., Arestis, P. & Theo­doriditis, K. (2008). Financial struc­ture and economic growth. Journal of Development Economics, 86(1). 181–200. http://dx.doi.org/10.1016/J.JDEVECO.2007.11.006

Merton, R. (1995). A Functional Perspec­tive of Financial Intermediation. Fi­nancial Management, 24(2). 23–41. http://dx.doi.org/10.2307/3665532

Prochniak, M. & Wasiak, K. (2017). The impact of the financial system on economic growth in the context of the global crisis: empirical evidence for the EU and OECD countries. Empirica, 44(2). 295–337. http://dx.doi.org/10.1007/s10663-016-9323-9

Pussetto, L. (2008). Sistema financiero y crecimiento económico: Un miste­rio sin resolver. Palermo Business Review, 1(1). 47–60. Disponible en https://www.palermo.edu/economi­cas/cbrs/pdf/1Business04.pdf

Rajan, R. & Zingales, L. (1998). Fi­nancial Dependence and Growth. [Working Paper 5758]. http://dx.doi.org/10.3386/w5758

Rajan, R. & Zingales, L. (2003). Banks and Markets: The Changing Char­acter of European Finance. [CRSP Working Paper No. 546]. http://dx.doi.org/10.2139/ssrn.389100

Russ, K. & Valderrama, D. (2012). A the­ory of bank versus bond finance and intra-industry reallocation. Journal of Macroeconomics, 34(3). 652–673. http://dx.doi.org/10.1016/J.JMA­CRO.2012.05.004

Stulz, R. (2000). Financial Structure, Corporate Finance and Economic Growth. International Review of Finance, 1(1). 11–38. http://dx.doi.org/10.1111/1468-2443.00003

Terceño, A. y Guercio, B. (2011). El cre­cimiento económico y el desarrollo del sistema financiero. Un análisis comparativo. Investigaciones Euro­peas de Dirección y Economía de la Empresa. 17(2). 33–46. http://dx.doi.org/10.1016/S1135-2523(12)60051-3

Zogning, F. (2017). Comparing finan­cial systems around the world: capital markets, legal systems, and governance regimes. Econom­ics, Management, and Financial Markets, 12(4). 43–58. http://dx.doi.org/10.22381/EMFM12420172

Published

2019-04-17

How to Cite

Anzola Morales, C. C., Vargas Pachón, P. S., & Morales, A. M. (2019). Transitions between banking and stock market financial systems. A Switching Markov model approach. ECONÓMICAS CUC, 40(1), 123–144. https://doi.org/10.17981/econcuc.40.1.2019.08

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Section

Artículos.