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INCLUSIVE GROWTH, FINANCIAL DEVELOPMENT AND HUMAN CAPITAL RELATIONSHIP: ASEAN-5 COUNTRIES

Yıl 2025, Cilt: 14 Sayı: 2, 615 - 634, 31.12.2025
https://doi.org/10.54282/inijoss.1742950

Öz

The aim of this study is to examine the causal relationship between inclusive growth, financial development, and human capital in the ASEAN-5 countries (Indonesia, Malaysia, the Philippines, Singapore, and Thailand) using data from 1991 to 2019. The study employs data on the financial development index, human capital index, and per capita GDP for the period 1991-2019. Accordingly, the Konya (2006) panel causality test, developed for cases with both cross-sectional dependence and heterogeneous slope coefficients, is applied. According to the panel causality test, there is a causal relationship a causal relationship between inclusive growth, financial development, and human capital in the ASEAN-5 countries. Regarding the causal relationship between human capital and inclusive growth, Indonesia exhibits significant causality from financial development to human capital, whereas in the Philippines, there is a significant causality from human capital to financial development. In all other relationships, the causality is found to be significant. For Singapore, no causal relationship is detected between inclusive growth and human capital. However, in the other countries, bidirectional causality is significant. When examining the relationship between inclusive growth and the components of human capital in Singapore, namely years of schooling and returns to education, it is found that despite successful education policies, years of schooling and returns to education do not have a significant impact on inclusive growth. This study not only provides important scientific findings but also offers concrete recommendations for policymakers, researchers, and other relevant stakeholders. In Singapore, policymakers can enhance the positive effect of human capital on inclusive growth by improving the quality of education, developing a skilled workforce that meets labor market demands, and implementing measures to increase returns to human capital.

Kaynakça

  • Abubakar, A., Kassim, S. H., & Yusoff, M. B. (2015). Financial development, human capital accumulation and economic growth: Empirical evidence from the Economic Community of West African States (ECOWAS). Procedia-Social and Behavioral Sciences, 172, 96-103. https://doi.org/10.1016/j.sbspro.2015.01.341
  • Adeniyi, O., Ajayi, P. I., & Adedeji, A. A. (2021). Education and inclusive growth in West Africa. Journal of Economics and Development, 23(2), 163-183. https://doi.org/10.1108/JED-04-2020-0036
  • Ali, I., & Son, H. H. (2007). Measuring inclusive growth. Asian Development Review, 24(1), 11–31.
  • Ali, M., Raza, S. A. A., Puah, C.-H., & Samdani, S. (2021). How financial development and economic growth influence human capital in low-income countries. International Journal of Social Economics, 48(10), 1393-1407. https://doi.org/10.1108/IJSE-05-2020-0323
  • Arora, R., & Jalilian, H. (2020). Financial development, human capital and economic growth: The Indian case. Journal of Banking, Finance and Sustainable Development, 11(1), 69-83. https://bradscholars.brad.ac.uk/handle/10454/17944
  • Ayinde, T. O., & Yinusa, O. G. (2016). Financial development and inclusive growth in Nigeria: A threshold analysis. Acta Universitatis Danubius, 12(4), 326-346. https://www.researchgate.net/publication/307881485
  • Bardi, W., & Ayouni, S. E. (2016). Human capital, financial development and economic growth: Empirical evidence from Mediterranean countries. International Research Journal of Finance and Economics, (153), 74-84.
  • Barro, R. J., & Lee, J. W. (1996). International measures of schooling years and schooling quality. American Economic Review, 86(2), 218-223.
  • Bozoklu, Ş., & Yılancı, V. (2013). Finansal gelişme ve iktisadi büyüme arasındaki nedensellik ilişkisi: Gelişmekte olan ekonomiler için analiz. Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 28(2), 161-187.
  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
  • Caporale, G. M., Rault, C., Sova, R., & Sova, A. (2014). Financial development and economic growth: Evidence from ten new EU members (IZA Discussion Paper No. 8397). IZA Institute of Labor Economics. https://doi.org/10.2139/ssrn.2492404
  • Chudik, A., Pesaran, M. H., & Tosetti, E. (2011). Weak and strong cross-section dependence and estimation of large panels. Econometrics Journal, 14(1), 45-90. https://doi.org/10.1111/j.1368-423X.2010.00330.x
  • Dinda, S. (2014). Inclusive growth through creation of human and social capital. International Journal of Social Economics, 41(10), 878-895. https://doi.org/10.1108/IJSE-07-2013-0157
  • Dwyfor Evans, A., Green, C. J., & Murinde, V. (2002). Human capital and financial development in economic growth: New evidence using the translog production function. International Journal of Finance & Economics, 7(2), 123-140. https://doi.org/10.1002/ijfe.182
  • Ersoy, R. (2020). Sürdürülebilir eğitim politikaları ve ekonomik büyüme ilişkisi: Singapur örneği. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 3(1), 55-72.
  • Granger, C. W. J. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438. https://doi.org/10.2307/1912791
  • Ianchovichina, E., & Lundström, S. (2009). Inclusive growth analytics: Framework and application (Policy Research Working Paper No. 4851). World Bank.
  • IMF. (2017). Fostering inclusive growth. International Monetary Fund. https://www.imf.org/external/np/g20/pdf/2017/062617.pdf
  • Kar, M., Nazlioğlu, Ş., & Ağır, H. (2011). Financial development and economic growth nexus in the MENA countries: Bootstrap panel Granger causality analysis. Economic Modelling, 28(1-2), 685–693. https://doi.org/10.1016/j.econmod.2010.05.015
  • Kargbo, A. A., Ding, Y., & Kargbo, M. (2016). Financial development, human capital and economic growth: New evidence from Sierra Leone. Journal of Finance and Bank Management, 4(1), 49–67. https://doi.org/10.15640/jfbm.v4n1a4
  • Kiani, A. K., & Ullah, S. (2015). The inclusive growth index: A new measurement of Pakistan’s development. In HEC 3rd International Social Science Conference Proceedings (pp. 163–169).
  • King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108(3), 717–737. https://doi.org/10.2307/2118406
  • Kónya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data approach. Economic Modelling, 23(6), 978-992. https://doi.org/10.1016/j.econmod.2006.04.008
  • Levine, R. (1997). Financial development and economic growth: Views and agenda. Journal of Economic Literature, 35(2), 688-726.
  • Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7
  • Malarvizhi, C. A. N., Zeynali, Y., Mamun, A. Al, & Ahmad, G. B. (2019). Financial development and economic growth in ASEAN-5 countries. Global Business Review, 20(1), 57-71. https://doi.org/10.1177/0972150918802684
  • McKinley, T. (2010). Inclusive growth criteria and indicators: An inclusive growth index for diagnosis of country progress. Asian Development Bank.
  • Menyah, K., Nazlioglu, S., & Wolde-Rufael, Y. (2014). Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach. Economic Modelling, 37, 386–394. https://doi.org/10.1016/j.econmod.2013.11.044
  • OECD. (2021). Inclusive growth. https://www.oecd.org/inclusive-growth/
  • Oluwadamilola, O., Akinyemi, O., & Adediran, O. (2018). Human capital development and inclusive growth: Implications for achieving SDG 4 in Nigeria. African Population Studies, 32(1), 4088-4096.
  • Oyinlola, M. A., & Adedeji, A. (2019). Human capital, financial sector development and inclusive growth in sub-Saharan Africa. Economic Change and Restructuring, 52(1), 43-66. https://doi.org/10.1007/s10644-017-9217-2
  • Oyinlola, M. A., & Adedeji, A. A. (2021). Tax structure, human capital, and inclusive growth: A sub-Saharan Africa perspective. Journal of Public Affairs. https://doi.org/10.1002/pa.2670
  • Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184-190. https://doi.org/10.1016/S2212-5671(15)00258-0
  • Pesaran, M. H. (2004). General diagnostic tests for cross-section dependence in panels (CESifo Working Paper No. 1229).
  • Pesaran, M. H., Ullah, A., & Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. Econometrics Journal, 11(1), 105-127. https://doi.org/10.1111/j.1368-423X.2007.00227.x
  • Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93. https://doi.org/10.1016/j.jeconom.2007.05.010
  • Raheem, I. D., Isah, K. O., & Adedeji, A. A. (2018). Inclusive growth, human capital development and natural resource rent in SSA. Economic Change and Restructuring, 51(1), 29-48. https://doi.org/10.1007/s10644-016-9193-y
  • Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71-S102.
  • Sarwar, A., Khan, M. A., Sarwar, Z., & Khan, W. (2021). Financial development, human capital and its impact on economic growth of emerging countries. Asian Journal of Economics and Banking, 5(1), 86-100. https://doi.org/10.1108/AJEB-06-2020-0015
  • Swamy, P. A. V. B. (1970). Efficient inference in a random coefficient regression model. Econometrica, 38(2), 311-323. https://doi.org/10.2307/1913012
  • Swamy, V. (2010). Financial development and inclusive growth: Impact of government intervention in prioritised credit. Zagreb International Review of Economics and Business, 13(2), 55–72.
  • Tekbaş, M. (2024). Gelişmekte olan ülkelerde beşeri sermaye ile bankacılık sektör gelişimi ve ekonomik büyüme ilişkisi. Akademik Araştırmalar ve Çalışmalar Dergisi, 16(31), 488-502. https://doi.org/10.20990/kilisiibfakademik.1508072
  • Uğur, B., & Atılgan, D. (2023). Beşeri sermayenin ekonomik büyüme üzerindeki etkisi: Kırılgan beşli örneği. Doğuş Üniversitesi Dergisi, 24(1), 181-198. https://doi.org/10.31671/doujournal.1130335
  • Wilson, R. A., & Briscoe, G. (2004). The impact of human capital on economic growth: A review. In Impact of education and training (pp. 9-70). CEDEFOP.
  • Zellner, A. (1962). An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Journal of the American Statistical Association, 57(298), 348-368. https://doi.org/10.1080/01621459.1962.10480664

KAPSAYICI BÜYÜME, FİNANSAL GELİŞME VE BEŞERİ SERMAYE İLİŞKİSİ: ASEAN-5 ÜLKELERİ

Yıl 2025, Cilt: 14 Sayı: 2, 615 - 634, 31.12.2025
https://doi.org/10.54282/inijoss.1742950

Öz

Çalışmanın amacı, ASEAN-5 ülkelerinde (Endonezya, Malezya, Filipinler, Singapur ve Tayland) 1991-2019 yılları arasında veriler ile kapsayıcı büyüme, finansal gelişme ve beşerî sermaye arasındaki nedensellik ilişkisini incelemektir. Çalışmada 1991-2019 yıllarına ait finansal gelişme endeksi, beşeri sermaye endeksi ve çalışan kişi başı GSYİH veriler kullanılmıştır. Buna bağlı olarak hem yatay-kesit bağımlılığı hem de eğim katsayılarının heterojen olduğu durumlar için geliştirilmiş Konya (2006) panel nedensellik testi kullanılmıştır. Panel nedensellik testine göre, ASEAN-5 ülkelerinde kapsayıcı büyüme, finansal gelişme ve beşerî sermaye arasında nedensellik ilişkisini göstermektedir. Beşeri sermaye ile kapsayıcı büyüme arasındaki nedensellik ilişkisine göre Endonezya finansal gelişmeden beşeri sermayeye doğru ve Filipinler’de ise beşeri sermayeden finansal gelişmeye doğru anlamlı nedensellik ilişkisi olmaz iken öteki tüm ilişkilerde nedensellik ilişkisinin anlamlı olduğu sonucuna varılmaktadır. Yalnızca Singapur için kapsayıcı büyüme ile beşerî sermaye arasında herhangi bir nedensellik ilişkisi bulunamamıştır. Fakat diğer ülkelerde çift yönlü nedensellik ilişkisi anlamlı olmaktadır. Singapur’da beşeri sermayeyi oluşturan eğitim süresi ve eğitimin getirisi verileri ile kapsayıcı büyüme arasındaki ilişkiye bakıldığında başarılı eğitim politikalarına rağmen eğitim süresi ve eğitimin getirisi kapsayıcı büyüme üzerinde anlamlı bir etkiye sahip değildir. Bu çalışma önemli bilimsel sonuçlar sağlamanın yanı sıra politika yapıcılara, araştırmacılara ve ilgili diğer paydaşlara somut öneriler sunmaktadır. Singapur’da politika yapıcılar eğitim kalitesinin artırılması, işgücü piyasasının ihtiyaçlarını karşılayacak nitelikli işgücünün oluşturulması, beşeri sermayenin gelirlerini artıracak iyileştirmenin yapılmasını üstlenerek beşeri sermayenin kapsayıcı büyüme üzerinde olumlu etki oluşturmasına yol açabilirler.

Kaynakça

  • Abubakar, A., Kassim, S. H., & Yusoff, M. B. (2015). Financial development, human capital accumulation and economic growth: Empirical evidence from the Economic Community of West African States (ECOWAS). Procedia-Social and Behavioral Sciences, 172, 96-103. https://doi.org/10.1016/j.sbspro.2015.01.341
  • Adeniyi, O., Ajayi, P. I., & Adedeji, A. A. (2021). Education and inclusive growth in West Africa. Journal of Economics and Development, 23(2), 163-183. https://doi.org/10.1108/JED-04-2020-0036
  • Ali, I., & Son, H. H. (2007). Measuring inclusive growth. Asian Development Review, 24(1), 11–31.
  • Ali, M., Raza, S. A. A., Puah, C.-H., & Samdani, S. (2021). How financial development and economic growth influence human capital in low-income countries. International Journal of Social Economics, 48(10), 1393-1407. https://doi.org/10.1108/IJSE-05-2020-0323
  • Arora, R., & Jalilian, H. (2020). Financial development, human capital and economic growth: The Indian case. Journal of Banking, Finance and Sustainable Development, 11(1), 69-83. https://bradscholars.brad.ac.uk/handle/10454/17944
  • Ayinde, T. O., & Yinusa, O. G. (2016). Financial development and inclusive growth in Nigeria: A threshold analysis. Acta Universitatis Danubius, 12(4), 326-346. https://www.researchgate.net/publication/307881485
  • Bardi, W., & Ayouni, S. E. (2016). Human capital, financial development and economic growth: Empirical evidence from Mediterranean countries. International Research Journal of Finance and Economics, (153), 74-84.
  • Barro, R. J., & Lee, J. W. (1996). International measures of schooling years and schooling quality. American Economic Review, 86(2), 218-223.
  • Bozoklu, Ş., & Yılancı, V. (2013). Finansal gelişme ve iktisadi büyüme arasındaki nedensellik ilişkisi: Gelişmekte olan ekonomiler için analiz. Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 28(2), 161-187.
  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
  • Caporale, G. M., Rault, C., Sova, R., & Sova, A. (2014). Financial development and economic growth: Evidence from ten new EU members (IZA Discussion Paper No. 8397). IZA Institute of Labor Economics. https://doi.org/10.2139/ssrn.2492404
  • Chudik, A., Pesaran, M. H., & Tosetti, E. (2011). Weak and strong cross-section dependence and estimation of large panels. Econometrics Journal, 14(1), 45-90. https://doi.org/10.1111/j.1368-423X.2010.00330.x
  • Dinda, S. (2014). Inclusive growth through creation of human and social capital. International Journal of Social Economics, 41(10), 878-895. https://doi.org/10.1108/IJSE-07-2013-0157
  • Dwyfor Evans, A., Green, C. J., & Murinde, V. (2002). Human capital and financial development in economic growth: New evidence using the translog production function. International Journal of Finance & Economics, 7(2), 123-140. https://doi.org/10.1002/ijfe.182
  • Ersoy, R. (2020). Sürdürülebilir eğitim politikaları ve ekonomik büyüme ilişkisi: Singapur örneği. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 3(1), 55-72.
  • Granger, C. W. J. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438. https://doi.org/10.2307/1912791
  • Ianchovichina, E., & Lundström, S. (2009). Inclusive growth analytics: Framework and application (Policy Research Working Paper No. 4851). World Bank.
  • IMF. (2017). Fostering inclusive growth. International Monetary Fund. https://www.imf.org/external/np/g20/pdf/2017/062617.pdf
  • Kar, M., Nazlioğlu, Ş., & Ağır, H. (2011). Financial development and economic growth nexus in the MENA countries: Bootstrap panel Granger causality analysis. Economic Modelling, 28(1-2), 685–693. https://doi.org/10.1016/j.econmod.2010.05.015
  • Kargbo, A. A., Ding, Y., & Kargbo, M. (2016). Financial development, human capital and economic growth: New evidence from Sierra Leone. Journal of Finance and Bank Management, 4(1), 49–67. https://doi.org/10.15640/jfbm.v4n1a4
  • Kiani, A. K., & Ullah, S. (2015). The inclusive growth index: A new measurement of Pakistan’s development. In HEC 3rd International Social Science Conference Proceedings (pp. 163–169).
  • King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108(3), 717–737. https://doi.org/10.2307/2118406
  • Kónya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data approach. Economic Modelling, 23(6), 978-992. https://doi.org/10.1016/j.econmod.2006.04.008
  • Levine, R. (1997). Financial development and economic growth: Views and agenda. Journal of Economic Literature, 35(2), 688-726.
  • Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7
  • Malarvizhi, C. A. N., Zeynali, Y., Mamun, A. Al, & Ahmad, G. B. (2019). Financial development and economic growth in ASEAN-5 countries. Global Business Review, 20(1), 57-71. https://doi.org/10.1177/0972150918802684
  • McKinley, T. (2010). Inclusive growth criteria and indicators: An inclusive growth index for diagnosis of country progress. Asian Development Bank.
  • Menyah, K., Nazlioglu, S., & Wolde-Rufael, Y. (2014). Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach. Economic Modelling, 37, 386–394. https://doi.org/10.1016/j.econmod.2013.11.044
  • OECD. (2021). Inclusive growth. https://www.oecd.org/inclusive-growth/
  • Oluwadamilola, O., Akinyemi, O., & Adediran, O. (2018). Human capital development and inclusive growth: Implications for achieving SDG 4 in Nigeria. African Population Studies, 32(1), 4088-4096.
  • Oyinlola, M. A., & Adedeji, A. (2019). Human capital, financial sector development and inclusive growth in sub-Saharan Africa. Economic Change and Restructuring, 52(1), 43-66. https://doi.org/10.1007/s10644-017-9217-2
  • Oyinlola, M. A., & Adedeji, A. A. (2021). Tax structure, human capital, and inclusive growth: A sub-Saharan Africa perspective. Journal of Public Affairs. https://doi.org/10.1002/pa.2670
  • Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184-190. https://doi.org/10.1016/S2212-5671(15)00258-0
  • Pesaran, M. H. (2004). General diagnostic tests for cross-section dependence in panels (CESifo Working Paper No. 1229).
  • Pesaran, M. H., Ullah, A., & Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. Econometrics Journal, 11(1), 105-127. https://doi.org/10.1111/j.1368-423X.2007.00227.x
  • Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93. https://doi.org/10.1016/j.jeconom.2007.05.010
  • Raheem, I. D., Isah, K. O., & Adedeji, A. A. (2018). Inclusive growth, human capital development and natural resource rent in SSA. Economic Change and Restructuring, 51(1), 29-48. https://doi.org/10.1007/s10644-016-9193-y
  • Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71-S102.
  • Sarwar, A., Khan, M. A., Sarwar, Z., & Khan, W. (2021). Financial development, human capital and its impact on economic growth of emerging countries. Asian Journal of Economics and Banking, 5(1), 86-100. https://doi.org/10.1108/AJEB-06-2020-0015
  • Swamy, P. A. V. B. (1970). Efficient inference in a random coefficient regression model. Econometrica, 38(2), 311-323. https://doi.org/10.2307/1913012
  • Swamy, V. (2010). Financial development and inclusive growth: Impact of government intervention in prioritised credit. Zagreb International Review of Economics and Business, 13(2), 55–72.
  • Tekbaş, M. (2024). Gelişmekte olan ülkelerde beşeri sermaye ile bankacılık sektör gelişimi ve ekonomik büyüme ilişkisi. Akademik Araştırmalar ve Çalışmalar Dergisi, 16(31), 488-502. https://doi.org/10.20990/kilisiibfakademik.1508072
  • Uğur, B., & Atılgan, D. (2023). Beşeri sermayenin ekonomik büyüme üzerindeki etkisi: Kırılgan beşli örneği. Doğuş Üniversitesi Dergisi, 24(1), 181-198. https://doi.org/10.31671/doujournal.1130335
  • Wilson, R. A., & Briscoe, G. (2004). The impact of human capital on economic growth: A review. In Impact of education and training (pp. 9-70). CEDEFOP.
  • Zellner, A. (1962). An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Journal of the American Statistical Association, 57(298), 348-368. https://doi.org/10.1080/01621459.1962.10480664
Toplam 45 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Panel Veri Analizi , Büyüme
Bölüm Araştırma Makalesi
Yazarlar

Hüseyin İşlek 0000-0001-7848-6299

Burçak Gündal 0000-0002-5884-7242

Gönderilme Tarihi 15 Temmuz 2025
Kabul Tarihi 13 Aralık 2025
Yayımlanma Tarihi 31 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 14 Sayı: 2

Kaynak Göster

APA İşlek, H., & Gündal, B. (2025). KAPSAYICI BÜYÜME, FİNANSAL GELİŞME VE BEŞERİ SERMAYE İLİŞKİSİ: ASEAN-5 ÜLKELERİ. İnönü Üniversitesi Uluslararası Sosyal Bilimler Dergisi, 14(2), 615-634. https://doi.org/10.54282/inijoss.1742950