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Finansal Gelişmenin Toplam Faktör Verimliliği Üzerindeki Çok Boyutlu Etkisi: Ülkeler Arası Panel Verilerinden Elde Edilen Kanıtlar

Yıl 2025, Cilt: 10 Sayı: 2, 568 - 595, 30.06.2025
https://doi.org/10.30784/epfad.1626643

Öz

Bu çalışmada finansal gelişmenin toplam faktör verimliliği (TFP) üzerindeki etkisi 2002 ile 2019 yılları için panel veri analizi ile tahmin edilmektedir. Driscoll-Kraay standart hata (DKSE) yaklaşımını kullanarak, finansal gelişme ve alt bileşenleri (finansal kurumlar ve finansal piyasalar) ile TFP arasındaki ilişki analiz edilmektedir. Finansal gelişme ile TFP arasında pozitif ve anlamlı bir ilişkinin varlığını doğrulamakta ve finansal gelişmenin TFP üzerinde arttıcı bir rol oynadığını ortaya koymaktadır. Dirençlilik analizi sonucunda finansal kurumların TFP üzerinde pozitif ve anlamlı bir etkisinin olduğu, öte yandan, finansal piyasaların TFP üzerinde anlamlı bir etkisinin olmadığı sonucuna ulaşılmıştır. Ayrıca, finansal gelişmenin TFP üzerindeki etkisi gelişmekte olan ülkelerde pozitif ve anlamlı iken, gelişmiş ülkelerde böyle bir etkiye dair net bir kanıt bulunamamıştır. Modelde yer alan kontrol değişkenleri arasında, ticaret açıklığı, doğrudan yabancı yatırımlar ve ekonomik büyüme TFP‘yi pozitif yönde etkilerken, beşeri sermaye negatif bir etkiye sahiptir. Ayrıca, kurum kalite göstergelerinin modele dahil edildiğinde TFP üzerinde pozitif bir etkisi olduğu doğrulanmıştır. Bulgularımız finansal gelişmeyi destekleyen politikalara ağırlık verilmesi sonucunda, kaynak tahsisindeki uyumsuzluğun giderilerek TFP büyümesinin artırılabileceğini ortaya koymaktadır.

Kaynakça

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The Multidimensional Effect of Financial Development on Total Factor Productivity: Evidence from Cross-country Panel Data

Yıl 2025, Cilt: 10 Sayı: 2, 568 - 595, 30.06.2025
https://doi.org/10.30784/epfad.1626643

Öz

This paper estimates the impact of financial development on total factor productivity (TFP) using panel data from 2002 to 2019. Employing the Driscoll-Kraay Standard Error (DKSE) approach, we analyze the relationship between financial development and its components (financial institutions and financial markets) with TFP. The results confirm the existence of a positive and significant relationship between financial development and TFP, suggesting that financial development plays a facilitating role in TFP. It was found that financial institutions have a positive and significant effect on TFP, while financial markets do not have a significant effect on TFP. Moreover, while the effect of financial development on TFP is positive and significant in developing countries, there is no clear evidence of such an effect in developed countries. Among the control variables included in the model, trade openness, foreign direct investment, and economic growth have a positive effect on TFP, while human capital has a negative effect. Furthermore, it is confirmed that institutional quality indicators also have a positive impact on TFP when included in the model. Our results suggest that policies favouring financial development should be pursued further in order to correct the mismatch in resource allocation and thus promote TFP growth.

Kaynakça

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  • Aghion, P. and Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 6, 323-351. https://doi.org/10.2307/2951599
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  • Alfaro, L., Kalemli‐Ozcan, S. and Sayek, S. (2009). FDI, productivity and financial development. World Economy, 32(1), 111-135. https://doi.org/10.1111/j.1467-9701.2009.01159.x
  • Altun, R.K. (2016). The efect of political stability and governance on economic development (SSRN Paper No. 2948652). Retrieved from https://ssrn.com/abstract=2948652
  • Arestis, P., Demetriades, P.O. and Luintel, K.B. (2001). Financial development and economic growth: The role of stock markets. Journal of Money, Credit and Banking, 33(1), 16–41. https://doi.org/10.2307/2673870
  • Arısoy, İ. (2012). The impact of foreign direct investment on total factor productivity and economic growth in Turkey. The Journal of Developing Areas, 17-29. Retrieved from https://www.jstor.org/stable/23215420
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  • Dogan, E., Madaleno, M. and Altinoz, B. (2020). Revisiting the nexus of financialization and natural resource abundance in resource-rich countries: New empirical evidence from nine indices of financial development. Resources Policy, 69, 101839. https://doi.org/10.1016/j.resourpol.2020.101839
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  • Hoechle, D. (2007). Robust standard errors for panel regressions with cross-sectional dependence. The Stata Journal, 7(3), 281-312. https://doi.org/10.1177/1536867X0700700301
  • Huang, H.C. and Lin, S.C. (2009). Non-linear finance–growth nexus: A threshold with instrumental variable approach. Economics of Transition, 17(3), 439-466. https://doi.org/10.1111/j.1468-0351.2009.00360.x
  • Im, K., Pesaran, H. and Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53–74. https://doi.org/10.1016/S0304-4076(03)00092-7
  • Iqbal, N. and Daly, V. (2014). Rent seeking opportunities and economic growth in transitional economies. Economic Modelling, 37, 16-22. doi.org/10.1016/j.econmod.2013.10.025
  • Kaufmann, D., Kraay, A. and Mastruzzi, M. (2010). The worldwide governance indicators: Methodology and analytical issues (Policy Research Working Paper No. 5430). Retrieved from https://ssrn.com/abstract=1682130
  • Kijek, A. and Kijek, T. (2020). Nonlinear effects of human capital and R&D on TFP: Evidence from European regions. Sustainability, 12(5), 1808. https://doi.org/10.3390/su12051808
  • King, R.G. and Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3), 717-737. https://doi.org/10.2307/2118406
  • Lane, P.R. and Milesi-Ferretti, G.M. (2007). The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970–2004. Journal of International Economics, 73(2), 223-250. https://doi.org/10.1016/j.jinteco.2007.02.003
  • Le, H.P. and Sarkodie, S.A. (2020). Dynamic linkage between renewable and conventional energy use, environmental quality, and economic growth: Evidence from emerging market and developing economies. Energy Reports, 6, 965-973. https://doi.org/10.1016/j.egyr.2020.04.020
  • Le, N., Nguyen, H. and Schultz, E. (2024). Financial development and labour productivity growth in stagnant industries. Applied Economics, 1–14. https://doi.org/10.1080/00036846.2024.2393459
  • Leitao, N.C. (2010). Financial development and economic growth: A panel data approach. Theoretical and Applied Economics, 10(551), 15–24. Retrieved from https://www.ectap.ro/
  • Levine, R. (2005). Finance and growth: Theory and evidence. In P. Aghion and S. Durlauf (Eds.), Handbook of economic growth (pp. 865–934). https://doi.org/10.1016/S1574-0684(05)01012-9.
  • Li, S. and Marinč, M. (2018). Economies of scale and scope in financial market infrastructures. Journal of International Financial Markets, Institutions and Money, 53, 17–49. https://doi.org/10.2139/ssrn.2898075
  • Luintel, K.B. and Khan, M. (1999). A quantitative reassessment of the finance–growth nexus: Evidence from a multivariate VAR. Journal of Development Economics, 60(2), 381–405. https://doi.org/10.1016/S0304-3878(99)00045-0
  • Madsen, J.B., Islam, M.R. and Ang, J.B. (2010). Catching up to the technology frontier: The dichotomy between innovation and imitation. Canadian Journal of Economics, 43(4), 1389–1411. https://doi.org/10.1111/j.1540-5982.2010.01618.x
  • Miller, S.M. and Upadhyay, M.P. (2000). The effects of openness, trade orientation, and human capital on total factor productivity. Journal of Development Economics, 63(2), 399-423. https://doi.org/10.1016/S0304-3878(00)00112-7
  • Munir, Q., Lean, H.H. and Smyth, R. (2020). CO2 emissions, energy consumption and economic growth in the ASEAN-5 countries: A cross-sectional dependence approach. Energy Economics, 85, 104571. https://doi.org/10.1016/j.eneco.2019.104571
  • Neimke, M. (2003). Financial development and economic growth in transition countries (IEE Working Papers No. 173). Retrieved from https://www.econstor.eu/handle/10419/183527
  • Nicholas, A. (2009). Technology, human capital and growth: Further evidence from threshold cointegration. The Open Economics Journal, 2, 80-86. https://doi.org/10.2174/1874919400902010080
  • Obstfeld, M. and Rogoff, K. (1996). Foundations of international macroeconomics. Cambridge: MIT Press.
  • Park, S.D. (2018). The nexus of FDI, R&D, and human capital on Chinese sustainable development: Evidence from a two-step approach. Sustainability, 10(6), 2063. https://doi.org/10.3390/su10062063
  • Pesaran, M.H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Economics, 22(2), 265–312. https://doi.org/10.1002/jae.951
  • Pesaran, M.H. (2021). General diagnostic tests for cross-sectional dependence in panels. Empirical Economics, 60(1), 13-50. https://doi.org/10.1007/s00181-020-01875-7
  • Rehman, F.U. and Islam, M.M. (2023). Financial infrastructure—Total factor productivity (TFP) nexus within the purview of FDI outflow, trade openness, innovation, human capital and institutional quality: Evidence from BRICS economies. Applied Economics, 55(7), 783-801. https://doi.org/10.1080/00036846.2022.2094333
  • Ridwan, M., Urbee, A.J., Voumik, L.C., Das, M.K., Rashid, M. and Esquivias, M.A. (2024). Investigating the environmental Kuznets curve hypothesis with urbanization, industrialization, and service sector for six South Asian countries: Fresh evidence from Driscoll-Kraay standard error. Research in Globalization, 100223. https://doi.org/10.1016/j.resglo.2024.100223
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  • Spiegel, M.M. (2000). The role of financial development in growth and investment. Journal of Economic Growth, 5, 341-360. https://doi.org/10.1023/A:1026599402490
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  • Vergil, H. and Abasız, T. (2008). Toplam faktör verimliliği, hesaplanması ve büyüme ilişkisi: Collins Bosworth varyans ayrıştırması. Kocaeli Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 16, 160-188. Retrieved from https://dergipark.org.tr/en/pub/kosbed/
  • Wu, C.F., Huang, S.C., Chang, T., Chiou, C.C. and Hsueh, H.P. (2020). The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach. Journal of Computational and Applied Mathematics, 372, 1-14. https://doi.org/10.1016/j.cam.2019.112660
  • Xu, Z. (2011). Financial development and total factor productivity: Evidence from India's manufacturing sector (Federal Reserve Bank of Atlanta Paper). Retrieved from https://www.atlantafed.org/-/media/documents/news/conferences/2011/international-development/Xu.pdf
  • Yalçınkaya, Ö. (2017). Toplam faktör verimliliğinin belirleyicileri: G-7 ve seçilmiş yükselen piyasa ekonomileri üzerine bir uygulama (1992-2013). Anadolu Üniversitesi Sosyal Bilimler Dergisi, 18(3), 41-60. https://doi.org/10.18037/ausbd.552508
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  • Yao, Y. (2011). Financial intermediation development and total factor productivity growth: Evidence from Chinese mainland provincial panel data. Modern Economy, 2, 868-873. https://doi.org/10.4236/me.2011.25097.
  • Zanello G, Fu XL, Mohnen P, Ventresca M (2016) The creation and diffusion of innovation in developing countries: a systematic literature review. Journal of Economic Surveys, 30(5), 884–912. https://doi.org/10.1111/joes.12126
  • Zhao, W. and Liu, L. (2011). The effects of invention patents and non-invention patents on total factor productivity under different innovation levels. Economic Research Journal, 46(5), 36-49. Retrieved from https://ftp.zew.de/
Toplam 88 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Panel Veri Analizi , Finansal Ekonomi
Bölüm Makaleler
Yazarlar

Çağatay Vişne Bu kişi benim 0000-0003-1902-4443

Ramazan Ekinci 0000-0001-7420-9841

Yayımlanma Tarihi 30 Haziran 2025
Gönderilme Tarihi 25 Ocak 2025
Kabul Tarihi 30 Mart 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 10 Sayı: 2

Kaynak Göster

APA Vişne, Ç., & Ekinci, R. (2025). The Multidimensional Effect of Financial Development on Total Factor Productivity: Evidence from Cross-country Panel Data. Ekonomi Politika ve Finans Araştırmaları Dergisi, 10(2), 568-595. https://doi.org/10.30784/epfad.1626643