Industrial Pollution-Control Investment, Economic Development, and Tertiary-Sector Employment: Evidence from China’s National Time-Series Data, 1998–2024

Authors

  • Qian Fu Guilin University of Technology

DOI:

https://doi.org/10.62177/apemr.v3i4.1609

Keywords:

Industrial Pollution Control, GDP per Capita, Tertiary-Sector Employment Share, Time-Series Analysis, Environmental Regulation

Abstract

In the course of simultaneously advancing green transformation and the transition of employment toward the service sector, China has witnessed close interrelationships among environmental governance investment, the level of economic development, and the structure of service-sector employment. This study employs the national tertiary-sector employment share as the dependent variable, completed investment in industrial pollution control as the principal explanatory variable, and GDP per capita as a control variable. Stationarity tests, correlation analysis, and multiple regression estimation are conducted using EViews, while Newey–West heteroskedasticity- and autocorrelation-consistent standard errors are applied to correct for heteroskedasticity and serial correlation. The empirical results indicate that all three variables are integrated of order one, I(1), and that the model exhibits no multicollinearity. Both industrial pollution-control investment and GDP per capita significantly increase the tertiary-sector employment share, with economic development exerting a more pronounced effect on employment restructuring. Theoretically, this study develops an integrated time-series framework encompassing the three variables, quantifies the intensity of environmental regulation using a continuous measure of pollution-control investment, and clarifies the transmission mechanism through which economic growth facilitates the realization of green employment dividends. By addressing the limitations of existing research, which frequently examines individual variables in isolation and relies predominantly on regional samples, this study strengthens the body of macroeconomic empirical evidence concerning green development and labor allocation.

Downloads

Download data is not yet available.

References

Cui, W., & Wan, A. W. (2026). Employment impacts of environmental policy instruments: Administrative versus market regulation. SAGE Open, 16(1). https://doi.org/10.1177/21582440251414398

Qin, B., Liu, L., & Yang, L. (2022). Environmental regulation and employment in resource-based cities: The threshold effect of industrial structure transformation. Frontiers in Environmental Science, 10, Article 828188. https://doi.org/10.3389/fenvs.2022.828188

Zhang, X. (2023). Influence of ecological innovation and green energy investment on unemployment in China. Economic Research-Ekonomska Istraživanja, 36(1), Article 2125034. https://doi.org/10.1080/1331677X.2022.2125034

Peters, M., Zhang, Y. D., & Zilibotti, F. (2026). Skipping the factory: Service-led growth and structural transformation (NBER Working Paper No. 34692). National Bureau of Economic Research. https://www.nber.org/papers/w34692

Fan, T., Peters, M., & Zilibotti, F. (2023). Growing like India—the unequal effects of service-led growth. Econometrica, 91(4), 1457–1494. https://doi.org/10.3982/ECTA20964

Zhang, T. (2025). The unsung drivers of structural transformation in developing economies. Journal of Economic Surveys, 39(5), 2134–2151. https://doi.org/10.1111/joes.12688

Wu, X., Zhu, R., Wang, T., & Chen, Y. (2025). Market or mandate? Exploring synergistic low-carbon regulations and green-biased technological progress. Managerial and Decision Economics, 46(8), 4093–4114. https://doi.org/10.1002/mde.70004

Ma, Y. J. (2026). Local government debt reform and corporate environmental investment. Applied Economics Letters. Advance online publication. https://doi.org/10.1080/13504851.2026.2699950

Xu, Z., & Zhao, M. R. (2025). Government environmental subsidies and corporate employment. Proceedings of the 2024 International Conference on Economics, Management, and Computer Innovation (ICEMCI-24). Atlantis Press. https://doi.org/10.2991/icemci-24.126007972

Downloads

How to Cite

Fu, Q. (2026). Industrial Pollution-Control Investment, Economic Development, and Tertiary-Sector Employment: Evidence from China’s National Time-Series Data, 1998–2024. Asia Pacific Economic and Management Review, 3(4). https://doi.org/10.62177/apemr.v3i4.1609

Issue

Section

Articles

DATE

Received: 2026-07-23
Accepted: 2026-07-30
Published: 2026-08-14