Stock Market Inclusion and Its Connection with Economic Activity in Turkey

Year 2021, Volume: 21 Issue: 2, 139 - 148, 31.03.2021

Sadık Karaoğlan Mustafa Erhan Bilman

https://doi.org/10.21121/eab.907428

Abstract

This study explores the relationship between stock market inclusion and economic activity (liveliness) in Turkey by taking advantage of the recent contributions in causality theory. Stock market inclusion is represented by the seasonally adjusted real stock market trade volume per capita (TV) and economic activity by the seasonally adjusted real gross domestic product per capita (GDP). We use quarterly series covering the period 2003:1-2020:2 and employ asymmetric bootstrap and asymmetric Fourier bootstrap causality testing procedures to obtain robust parameter estimates. Both procedures adopt a nonlinear methodology but the latter is distinguished from the first in the sense that it follows a Fourier series approximation which allows for structural breaks of unknown number, form, and point. Empirical findings suggest that the Fourier-type asymmetric bootstrap causality procedure, thanks to its trigonometric components, captures two unidirectional (one-way) causalities; one running from the positive components of TV to those of GDP and the other running from the negative components of TV to those of GDP, but not vice versa. These findings verified a strong influence on GDP of the alterations i.e. positive and negative shocks in stock market conditions.

Keywords

Stock market inclusion, economic activity, asymmetric bootstrap causality, Fourier series approximation

References

• Andrianaivo, Mihasonirina & Kangni, Kpodar. (2011). ICT, Financial Inclusion, and Growth: Evidence from African Countries. IMF WP 11/73.
• Arestis, P., Demetriades, P. O., & Luintel, K. B. (2001). Financial development and economic growth: The role of stock markets. Journal of Money, Credit and Banking. Vol. 33, No. 1, pp. 16-41.
• Asteriou, D., & Spanos, K. (2019). The relationship between financial development and economic growth during the recent crisis: Evidence from the EU. Finance Research Letters, 28, 238-245.
• Azman-Saini, W. N. W., & Law, S. H. (2010). FDI and economic growth: New evidence on the role of financial markets. Economics letters, 107(2), 211-213.
• Barajas, Adolfo., Ralph Chami., & Seyed Reza, Yousefi. (2013). The Finance and Growth Nexus Re-Examined: Do All Countries Benefit Equally? IMF WP/13/130.
• Becker, R., Enders, W., & Lee, J. (2006). A stationarity test in the presence of an unknown number of smooth breaks. Journal of Time Series Analysis, 27(3), 381-409.
• Bhattarai, Keshab. (2015). Financial Deepening and Economic Growth in Advanced and Emerging Economies. Review of Development Economics. 19(1), 178–195.
• Borsa İstanbul. (2018). Faaliyet raporu, https://borsaistanbul. com/files/borsa-istanbul-2018-entegre-faaliyet-raporu. pdf (25.10.2020)
• Borsa İstanbul. (2019). Faaliyet raporu, https://borsaistanbul. com/files/borsa-istanbul-2019-entegre-faaliyet-raporu. pdf (26.10.2020)
• Bumann, S., Hermes, N., & Lensink, R. (2013). Financial liberalization and economic growth: A meta-analysis. Journal of International Money and Finance, 33, 255-281.
• Burgess, Robin, and Rohini, Pande. (2005). “Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment.” American Economic Review, 95 (3): 780-795.
• Caporale, G. M., Rault, C., Sova, A. D., & Sova, R. (2015). Financial development and economic growth: Evidence from 10 new European Union members. International Journal of Finance & Economics, 20(1), 48-60.
• Dawood, T.C., Pratama, H., Masbar, R., & Effendi, R. (2019). Does financial inclusion alleviate household poverty? Empirical evidence from Indonesia. Econ. Sociol. 12 (2), 235–252.
• De la Torre, A., Gozzi, J. C., & Schmukler, S. L. (2017). Innovative Experiences in Access to Finance : Market-Friendly Roles for the Visible Hand? Latin American Development Forum;. Washington, DC: World Bank. https://openknowledge. worldbank.org/handle/10986/27529 License: CC BY 3.0 IGO.
• Demirguc-Kunt, A., & Levine, R. (2001). Financial structure and economic growth: Perspectives and lessons. Financial structure and economic growth: A cross-country comparison of banks, markets, and development, 3-14.
• Dolado, J. J., & Lütkepohl, H. (1996). Making Wald tests work for cointegrated VAR systems. Econometric Reviews, 15(4), 369-386.
• Enders, W., & Jones, P. (2016). Grain prices, oil prices, and multiple smooth breaks in a VAR. Studies in Nonlinear Dynamics & Econometrics, 20(4), 399-419.
• Gallant, A. R. (1981). On the bias in flexible functional forms and an essentially unbiased form: the Fourier flexible form. Journal of Econometrics, 15(2), 211-245.
• Goldsmith, R. W. (1969). Financial Structure and Development. New Haven: Yale University Press.
• Granger, C.W.J. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica: Journal of the Econometric Society, 424-438.
• Granger, C.W.J., & Yoon, G. (2002) “Hidden Cointegration” Department of Economics Working Paper University of California, No:2002-02.
• Gurley, J. G., & Shaw, E. S. (1955). Financial Aspects of Economic Development. The American Economic Review, 45(4), 515- 538.
• Hacker, R.S., & Hatemi-J, A. (2006) “Tests for Causality between Integrated Variables Using Asymptotic and Bootstrap Distributions: Theory and Application” Applied Economics, 38(13):1489-1500.
• Hatemi-J, A. (2012) “Asymmetric Causality Tests with an Application” Empirical Economics, 43(1):447-456.
• Hsiao, C. (1981) “Autoregressive Modelling and Money-Income Causality Detection” Journal of Monetary Economics, 7(1): 85-106.
• Huang, Ruixian., Seenaiah Kale., Sudharshan Reddy Paramati., & Farhad Taghizadeh-Hesary. (2021). Recent trends in economic research: The nexus between financial inclusion and economic development: Comparison of old and new EU member countries. Economic Analysis and Policy. 69, 1–15.
• Inoue, Takeshi. (2019), “Financial inclusion and poverty reduction in India”, Journal of Financial Economic Policy. Vol. 11, No. 1, pp. 21-33.
• Inoue, Takeshi & Shigeyuki, Hamori. (2016). Financial Access and Economic Growth: Evidence from Sub-Saharan Africa. Emerging Markets Finance and Trade. 52:3, 743-753.
• Kandil, M., Shahbaz, M., Mahalik, M. K., & Nguyen, D. K. (2017). The drivers of economic growth in China and India: globalization or financial development?. International Journal of Development Issues.
• Kim, Dai-Won., Jung-Suk Yu., & M. Kabir Hassan. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance. 43, 1–14.
• McKinnon, R. I. (1973). Money and Capital in Economic Development. Washington: Brookings Institution Press.
• Naceur, S.B., & Samir, G. (2007). Stock markets, banks, and economic growth: Empirical evidence from the MENA region. Research in International Business and Finance. 21, 297–315.
• Nazlioglu, S., Gormus, N. A., & Soytas, U. (2016). Oil prices and real estate investment trusts (REITs): Gradual-shift causality and volatility transmission analysis. Energy Economics, 60, 168-175.
• Park, C.Y., & Mercado, Jr., R. (2018). Financial inclusion, poverty, and income inequality. Singap. Econ. Rev. 63 (01), 185–206. Perron, P. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica: journal of the Econometric Society, 1361-1401.
• Samargandi, N., Fidrmuc, J., & Ghosh, S. (2015). Is the relationship between financial development and economic growth monotonic? Evidence from a sample of middle-income countries. World development, 68, 66-81.
• Schumpeter, J. (1911). The theory of economic development. Harvard Economic Studies. Vol. XLVI.
• Shahbaz, M., Rehman, I. U., & Muzaffar, A. T. (2015). Re‐Visiting Financial Development and Economic Growth Nexus: The Role of Capitalization in B angladesh. South African Journal of Economics, 83(3), 452-471.
• Shaw, E. S. (1973). Financial Deepening in Economic Development. New York: Oxford University Press.
• Sims, C.A. (1972) “Money, Income, and Causality” American Economic Review, 62(4): 540-552.
• TCMB (2011). Dünyada ve Türkiye’de Finansal Hizmetlere Erişim ve Finansal Eğitim. https://www.tcmb.gov.tr/wps/wcm/ connect/362bbf12-7d95-47eb-9d4d-13039893ce5e/ finansal_egitim.pdf?MOD=AJPERES&CACHEID=ROOTWORKSPACE- 362bbf12-7d95-47eb-9d4d-13039893ce5e -m3fBalY
• Toda, H.Y., & Yamamoto, T. (1995) “Statistical Inference in Vector Autoregressions with Possibly Integrated Processes” Journal of Econometrics, 66(1- 2):225-250.
• Yilanci, V., & Bozoklu, Ş. (2014). Türk sermaye piyasasında fiyat ve işlem hacmi ilişkisi: Zamanla Değişen Asimetrik Nedensellik Analizi. Ege Academic Review, 14(2).
• Yılancı, V., Özgür, Ö., & Görüş, M. Ş. (2019). The asymmetric effects of foreign direct investment on clean energy consumption in BRICS countries: A recently introduced hidden cointegration test. Journal of Cleaner Production, 237, 117786.