Econometric Prospects for Higher Education Financing: the Role of Stock Market Instruments in Modern China

Purpose of the research. This study examines the market capitalization dynamics of Chinese educational institutions as the effectiveness index of private financing in the vocational and higher education sectors. The primary focus is to identify patterns of investment behavior and the factors determining the market value of shares of large educational corporations trading on the Hong Kong Stock Exchange (HKEX). 

Objective of the research. The objective is to analyze the stock price dynamics and financial indexes of Hope Education Group Co., Ltd. and China Xinhua Education to identify periods of volatility and investment activity. Additionally, the study aims to conduct a comparative analysis with the Hang Seng Index (HSI) to test the hypothesis that vocational education acts as a “defensive asset” for private capital, demonstrating higher stability than the broader consumer sector during periods of consistent government policy.

Methods of the research. The study utilizes econometric tools, including multiple regression analysis, covariance analysis, and cointegration analysis. The methodology involves quantifying the correlation between company stock prices (independent variables) and the HSI (dependent variable) using the ordinary least squares method.

Results. The analysis establishes a mathematical model of the covariance and regression relationship between the stock performance of educational companies and the broader market index. The results demonstrate how exogenous factors, such as regulatory changes in China, and endogenous factors, such as operating efficiency, influence market capitalization. The study identifies specific periods when these education companies deviated from or followed the HSI, providing a clear understanding of their sensitivity to macroeconomic shifts compared to industry-specific regulatory signals.

Conclusion. The study concludes that stock market instruments, particularly IPOs on the Hong Kong Stock Exchange, serve as important mechanisms for raising cross-border capital to bridge the infrastructure gap in China’s education sector. While high sensitivity to regulatory policy remains a risk factor, econometric evidence suggests that higher and vocational education assets have significant potential for capital growth and can serve as a strategic component of private equity portfolios in the modern Chinese economy.

1. Aliyev N. Gasımov A. Adigozelov Sh. Demand and exchange rate elasticity of import and export. Working paper series, Central Bank of the Republic of Azerbaijan №10/2014 [Internet]. 2014. Available from: https://uploads.cbar.az/assets/312722f439eae36cdbdaffd75.pdf

2. Bahmani-Oskooee M., Ratha A. The J-curve: a literature review. Applied economics. 2004; 36(13): 1377-1398.

3. Bawa S., Abdul R. M., Sani Z., Dauda M. Testing the J-curve phenomenon in Nigeria: An ARDL bounds testing approach. West African Journal of Monetary and Economic Integration. 2018; 18(1): 47-71.

4. CBAR (2025) Central Bank of the Republic of Azerbaijan www.cbar.az [Internet]. Available from: https://dergipark.org.tr/en/pub/susead/article/302339.

5. Jamilov R. «Is There a J-curve for Azerbaijan? Evidence from Industry-Level Analysis». Germany: University Library of Munich; 2012. MPRA Paper 39370.

6. Johnson S. B., Onakoya A. B. Exchange Rate and Trade Balance: The Case for J-Curve Effect in Nigeria. KIU Journal of Social Sciences. 2018; 4: 47-63.

7. Karaçor Z. Gerçeker M. Reel Döviz Kuru Ve Dış Ticaret İlişkisi: Türkiye Örneği (2003-2010). The Journal of Social Economic Research. 2012; 12(23): 289-312.

8. Krugman P., Obstfeld F. International economics: theory and policy. 8th ed. Reading. Massachusetts: Addison-Wesley; 2008.

9. Kulkarni K. G. The J-curve hypothesis and currency devaluation: Cases of Egypt and Ghana. Journal of Applied Business Research. 1996; 12(2): 1.

10. Mahmood Haider M., Tarek A., Yousef T., Nawaz A. Impact of devaluation on Saudi oil exports: The J Curve analysis. International Journal of Economic Research. 2017; 14: 9.

11. Marquez J. Cyclical and Secular Trade Elasticities: An Application to LDC Exports, Journal of Economic Dynamics and Control. 1988; 12: 71-76.

12. Miles M. A. The effects of devaluation on the tradebalance and the balance of payments: some new results. Journal of Political Economy. 1979; 87(3): 600–20.

13. Ogbonna O. E., Ichoku H. E. Oil Price, Exchange Rate and Asymmetric Adjustment of Nigeria’s Bilateral Trade. Prague Economic Papers. 2022; 31(2): 195-213.

14. Ostry Jonathan D., Andrew K. Rose. An Empirical Evaluation of the Macroeconomic Effects of Tariffs, Journal of International Money and Finance. 1992; 11: 63-79

15. Özşahi̇n Ş. An examination of bilateral J-curve: Evidence from Turkey and her 20 major trading partners. Theoretical & Applied Economics, 2017: 24(2).

16. Parray W. A., Bhat J. A., Yasmin E., Bhat S. A. Exchange Rate Changes and the J-curve Effect: Asymmetric Evidence from a Panel of Five Emerging Market Economies. Foreign Trade Review. 2023; 58(4): 524-543.

17. Reinhart Carmen M. “Relative Prices, and International Trade: Evidence from Developing Countries”. Staff Papers - International Monetary Fund. 1995; 42; 2: 290-312.

18. Rose Andrew K. Exchange Rates and the Trade Balance: Some Evidence from Developing Countries, Economic Letters. 1990; 34: 271- 75.

19. Rose Andrew K. The Role of Exchange Rates in Popular Models of International Trade: Does the Marshall-Lerner Condition Hold? Journal of International Economics. 1991; 30: 301-16.

20. STAT (2025) State Statistical Committee of the Republic of Azerbaijan [Internet]. Available from: www.stat.gov.az.

21. Sukar A. Real Effective Exchange Rates and Export Adjustment in the US. Quarterly Journal of Business and Economics. 1998; 37; 1: 3-12.

22. Tokarick S. A method for calculating export supply and import demand elasticities. The Journal of International Trade & Economic Development. 2014; 23(7): 1059-1087.

23. Wu M. L. An empirical time series econometric study of the J-curve effect of exchange rate in trade balance between China and the US. Journal of Economics, Management and Trade. 2020; 26(6): 35-46.

24. Yousefi A., Wirjanto T. S. Exchange rate of the US dollar and the J curve: the case of oil exporting countries. Energy Economics. 2003; 25(6): 741-765.