Verimlilik Çarpanı Olarak Beşeri Sermaye: Çin’in Uzun Vadeli Büyüme Sürecinden Kanıtlar

Yıl 2025, Cilt: 25 Sayı: 3, 1358 - 1372, 30.11.2025

Semra Boğa

https://doi.org/10.11616/asbi.1742532

Öz

Bu çalışma, 1990–2023 döneminde Çin'de fiziksel sermaye ile ekonomik büyüme arasındaki ilişkide beşeri sermayenin düzenleyici rolünü incelemektedir. Neoklasik ve endojen büyüme teorilerinden geliştirilen genişletilmiş bir üretim fonksiyonu kullanılmakta olup, beşeri sermaye hem doğrudan bir üretim faktörü hem de fiziksel sermayenin verimliliğini artıran bir unsur olarak ele alınmaktadır. FMOLS, CCR, DOLS ve VECM yöntemlerinden elde edilen bulgular, beşeri sermayenin fiziksel sermayenin verimliliğini anlamlı ölçüde artırdığını göstermektedir. Etkileşim terimi, beşeri sermayedeki %1’lik bir artışın fiziksel sermayenin çıktıya katkısını %0.03–0.07 oranında yükselttiğini ortaya koymaktadır. VECM sonuçları güçlü bir uzun dönem ilişkisini doğrulamaktadır. Çalışma, altyapı yatırımları ile beşeri sermaye oluşumu arasında koordineli planlamanın gerekliliğine dikkat çekmektedir. Ayrıca, beşeri sermayenin “verimlilik çarpanı” rolünü ampirik olarak doğrulamakta ve üretim faktörleri arasındaki tamamlayıcılıkları değerlendirmeye yönelik bir çerçeve sunmaktadır.

Anahtar Kelimeler

Beşeri Sermaye , Fiziki Sermaye , Ekonomik Büyüme , Düzenleyici Etki , Eşbütünleşme Analizi.

Human Capital as a Productivity Multiplier: Evidence from China's Long-Term Growth Trajectory

Öz

This study examines the moderating role of human capital in the relationship between physical capital and economic growth in China during the 1990–2023 period. An augmented production function developed from neoclassical and endogenous growth theories is employed, treating human capital both as a direct factor of production and as a factor enhancing physical capital efficiency. Findings from FMOLS, CCR, DOLS, and VECM methods show that human capital significantly increases physical capital's productivity. The interaction term reveals that a 1% increase in human capital raises physical capital's contribution to output by 0.03–0.07%. VECM results confirm a strong long-term relationship. The study highlights the need for coordinated planning between infrastructure investments and human capital formation. It empirically validates human capital as a “productivity multiplier” and proposes a framework for assessing factor complementarities.

Anahtar Kelimeler

Human Capital , Physical Capital , Economic Growth , Moderating Effect , Cointegration Analysis.

Kaynakça

• Ahumada, V. M. C., & Villarreal, C. C. (2019). Human Capital Formation and Economic Growth Across the World: A Panel Data Econometric Approach. Economía, Sociedad y Territorio, 20(62), p.25–54.
• Akbar, M., Gardezi, M. A., & Iqbal, Z. (2023). Impact of Human Capital on Economic Growth in D-8 Countries: GMM Estimation of Panel Data Models. FUI Journal of Business and Economics, 11(2), p.27–41. https://doi.org/10.33897/fujbe.v8i1.702
• Bashir Elsharif, M.S., Ali, A.I.M., & Abdelhadi Hassan Elamin, A. (2024). Human Capital and Economic Growth in Sub-Saharan African Countries: A Panel Data Analysis. Journal of Economics and Administrative Sciences, 30(144), p.414–426. https://doi.org/10.33095/kdgw1963
• Bu, H., & Xie, Q. Y. (2024). Linking to the Development of Economic Growth with Digital Financial Inclusion and Supply Chain Management in China. Environmental Science and Pollution Research, 31(16), p.24619–24633. https://doi.org/10.1007/s11356-024-32216-1
• Choi, C. H., Zhou, X., & Ko, J. O. (2024). Can Human Capital Drive Sustainable International Trade? Evidence from BRICS Countries. Sustainability (Switzerland), 16(1), p.1-11.https://doi.org/10.3390/su16010135
• Christopoulos, D. K., Smyrnakis, D., & Tzavalis, E. (2024). Human Capital Threshold Effects in Economic Development: A Panel Data Approach with Endogenous Threshold. Social Science Research Network (SSRN). https://doi.org/10.2139/ssrn.4240853
• Dai, Y. (2024). Research on the Impact of Human Capital on Economic Growth in China’s Provinces Based on Panel Data Model. 2nd International Conference on Real Estate, Population and Green Urbanism (REPGU 2023). https://doi.org/10.54097/c41q3g67
• Ding, Y., Huang, J., Gao, Y., & Min, H. (2021). A Comparative Study of the Impacts of Human Capital and Physical Capital on Building Sustainable Economies at Different Stages of Economic Development. Energies, 14(19), 6259. https://doi.org/10.3390/en14196259
• Feenstra, R. C., Inklaar, R., & Timmer, M. P. (2015). The next generation of the Penn World Table. American Economic Review, 105(10), 3150–3182. Available for download at www.ggdc.net/pwt
• Gang, L., & Yu, Q. (2021). Human Capital Advanced Investment and Its Effects on Economic Growth. China Economist, 16(6), p.81–97. https://doi.org/10.19602/j.chinaeconomist.2021.11.05
• Guleva, M. A. (2023). The Concept of Human Capital. Problemy Dalnego Vostoka, (3), 175. https://doi.org/10.31857/s013128120025967-4
• Hu, X., & Zhao, Y. (2024). Decoding the Green Supply Chain: Education as the Key to Economic Growth and Sustainability. Environmental Science and Pollution Research, 31(6), p.9317–9332. https://doi.org/10.1007/s11356-023-31343-5
• Joo, B. A., & Shawl, S. (2023). Understanding the Relationship between Foreign Direct Investment and Economic Growth in BRICS: Panel ARDL Approach. Vikalpa, 48(2), p.100–113. https://doi.org/10.1177/02560909231180078
• Krugman, P. (2013, July 18). Hitting China's Wall. The New York Times. https://www.nytimes.com/2013/07/19/opinion/krugman-hitting-chinas-wall.html
• Li, Y., Wang, X., Westlund, H., & Liu, Y. (2015). Physical Capital, Human Capital, and Social Capital: The Changing Roles in China’s Economic Growth. Growth and Change, 46(1), p.133–149. https://doi.org/10.1111/grow.12084
• Liu, Z., & Chen, Y. (2016). The Investment Choices to Deal with the Slowdown in Economic Growth—Based on the Analysis of the Effect of Human Capital Investment. Open Journal of Business and Management, 04(4), p.558–570. https://doi.org/10.4236/OJBM.2016.44060
• Lucas, R. E. (1988). On the Mechanics of Economic Development. Journal of Monetary Economics, 22(1), p.3– 42. https://doi.org/10.1016/0304-3932(88)90168-7
• Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics, 107(2), p.407–437. https://doi.org/10.2307/2118477
• Meliantsev, V. A. (2022). The Impact of Accumulation, Human Capital and Institutions on Productivity Growth in the Advanced Economies and Developing Countries. Asia and Africa ROday, 2, 14-28. https://doi.org/10.31857/s032150750018791-2
• Ni, Z., Xiaoqing, W., & Guang, T. (2023). The Influence of Higher Education on China’s Macro-Economy. Journal of Higher Education Theory and Practice, 23(3), p.217–236. https://doi.org/10.33423/JHETP.V23I3.5903
• Nie, X. (2024). Human Capital Impact on Productivity in Chinese Enterprises: Analyzing the Mediating Role of Innovation. Preprint. https://doi.org/10.21203/rs.3.rs-4016817/v1
• Pal, S. (2023). Does Remittance and Human Capital Formation Affect Financial Development? A Comparative Analysis Between India and China. Asia-Pacific Financial Markets, 30(2), p.387–426. https://doi.org/10.1007/s10690-022-09380-w
• Rehman, M. A.-, Ghaffar, S., Shahzadi, K., & Ghazanfar, R. (2020). Human Capital Formation and Economic Growth in Emerging Asia: Empirical Evidence Using Panel Data. Review of Applied Management and Social Sciences, 3(2), p.205–212. https://doi.org/10.47067/ramss.v3i2.54
• Romer, P. M. (1990). Endogenous Technological Change. Journal of Political Economy, 98(5, Part 2), S71–S102. https://doi.org/10.1086/261725
• Solow, R. M. (1956). A Contribution to the Theory of Economic Growth. Quarterly Journal of Economics, 70(1), p.65–94. https://doi.org/10.2307/1884513
• Song, S., Zhang, H., & Gao, K. (2020). Research on the Economic Development Effect of Human Capital Investment. Humanities and Social Sciences, 8(2), p.73. https://doi.org/10.11648/J.HSS.20200802.14
• Vogel, J. (2015). The Two Faces of R&D and Human Capital: Evidence from Western European Regions. Papers in Regional Science, 94(1), p.195–218. https://doi.org/10.1111/pirs.12084
• Wang, Y. (2024). Optimal Resource Allocation on Physical and Human Capital: Theoretical Modelling and Empirical Case Study of the United States. Theoretical Economics Letters, 14(01), p.107–124. https://doi.org/10.4236/tel.[phone]
• Wen, H., & Dai, J. (2021). The Change of Sources of Growth and Sustainable Development in China: Based on the Extended EKC Explanation. Sustainability (Switzerland), 13(5), p.1–19. https://doi.org/10.3390/su13052803
• World Bank. (2023). World Development Report 2023: Migrants, Refugees and Societies. https://www.worldbank.org/en/publication/wdr2023
• Xiao, H., & You, J. (2021). The Heterogeneous Impacts of Human Capital on Green Total Factor Productivity: Regional Diversity Perspective. Frontiers in Environmental Science, 9, Article 713562. https://doi.org/10.3389/fenvs.2021.713562
• Yu, X. (2022). Research on the Influence of Human Capital on Economic Growth. BCP Business & Management, 26, 626–635. https://doi.org/10.54691/bcpbm.v26i.2016
• Yu, X., & Liu, M. (2021). Relationship between Human Capital and Technological Innovation Growth of Regional Economy and Psychology of New Entrepreneurs in Northeast China. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.731284
• Zhang, H., Liu, Q., Lu, D., Wang, X., & Fan, H. (2023). Sustainable Development Perspective of Linking Natural Resources and Human Capital Development: An Overview of Resources Utilization. Resources Policy, 86. https://doi.org/10.1016/j.resourpol.2023.104097
• Zhao, X. (2024). The Influence of Knowledge-Intensive Service Industry Agglomeration in the Yangtze River Delta Urban Agglomeration on Regional Economy. Heliyon, 10(3). https://doi.org/10.1016/j.heliyon.2024.e25095