Exploring the Promotion Mechanism of Innovative Human Capital Flows for Sustainable Economic Growth in China Based on Machine Learning Perspective

[1] Faggian, A., Modrego, F., & McCann, P. (2019). Human capital and regional development. Handbook of regional growth and development theories, 149-171. Search in Google Scholar

[2] Sabelhaus, J., & Thompson, J. P. (2022). Racial wealth disparities: Reconsidering the roles of human capital and inheritance. Federal Reserve Bank of Boston Research Department Working Papers, (22-3). Search in Google Scholar

[3] Zaika, S., & Gridin, O. (2020). Human capital development in the agricultural economy sector. Zaika, S., Gridin, O.(2020). Human Capital Development in the Agricultural Economy Sector. Technology Audit and Production Reserves, 1(4), 51. Search in Google Scholar

[4] Kirillov, A. V., Ushakov, D. S., Vinichenko, M. V., Makuchkin, S. A., & Melnichuk, A. V. (2017). Career opportunities for the management’s personnel reserve. Eurasian journal of analytical chemistry, 12. Search in Google Scholar

[5] Kuzmin, O., Bublyk, M., Shakhno, A., Korolenko, O., & Lashkun, H. (2020). Innovative development of human capital in the conditions of globalization. In E3S Web of Conferences (Vol. 166, p. 13011). EDP Sciences. Search in Google Scholar

[6] Song, L., Fang, C., & Johnston, L. (2017). China’s path towards new growth: drivers of human capital, innovation and technological change. China’s New Sources of Economic Growth, 2, 1. Search in Google Scholar

[7] Gerasimov, V. O., Sharafutdinov, R. I., Kolmakov, V. V., Erzinkyan, E. A., Adamenko, A. A., & Vasilyeva, A. G. (2019). Control in the human capital management system in the strategy of innovative development of a region. Entrepreneurship and Sustainability Issues, 7(2), 1074. Search in Google Scholar

[8] Lin, X., Zhao, Y., Ahmad, M., Ahmed, Z., Rjoub, H., & Adebayo, T. S. (2021). Linking innovative human capital, economic growth, and CO2 emissions: an empirical study based on Chinese provincial panel data. International journal of environmental research and public health, 18(16), 8503. Search in Google Scholar

[9] Xu, Y., & Li, A. (2020). The relationship between innovative human capital and interprovincial economic growth based on panel data model and spatial econometrics. Journal of computational and applied mathematics, 365, 112381. Search in Google Scholar

[10] Li, X., Guo, Y., Hou, J., & Liu, J. (2021). Human capital allocation and enterprise innovation performance: an example of China’s knowledge-intensive service industry. Research in International Business and Finance, 58, 101429. Search in Google Scholar

[11] 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, 731284. Search in Google Scholar

[12] Yang, Q., & Chen, D. (2023). Research on innovative human capital for China’s economic development based on STI model. Applied Mathematics and Nonlinear Sciences. Search in Google Scholar

[13] Lin, X., Ahmed, Z., Jiang, X., & Pata, U. K. (2023). Evaluating the link between innovative human capital and regional sustainable development: empirical evidence from China. Environmental Science and Pollution Research, 30(43), 97386-97403. Search in Google Scholar

[14] Qinyi Jiang,Yuanyuan Wang,Xiaomei Ye,Xinger Li,Weimin Pan & Yuqu Wang. (2024). Human Capital, Life Satisfaction, and the Floating Population’s Urban Settlement Intention in Cities—A Case Study of Six Cities in the Pearl River Delta. Land(6),817-817. Search in Google Scholar

[15] Qun Wang,Xizhen Xu,Xiaoxin Ding,Tiebing Chen,Ronghui Deng,Jinglei Li & Jiawei Jiang. (2024). Multi objective optimization and evaluation approach of prefabricated component combination solutions using NSGA-II and simulated annealing optimized projection pursuit method. Scientific Reports(1), 16688-16688. Search in Google Scholar

[16] Wang Qiang & Yang Xuan. (2021). Evaluating the potential for sustainable development of China’s shale gas industry by combining multi-level DPSIR framework, PPFCI technique and RAGA algorithm. Science of the Total Environment146525-146525. Search in Google Scholar

[17] Junwei Li,Wenxiao Liu,Lei Du & Jin Xiao. (2024). High-tech industry agglomeration and regional green development: An analysis of spatial Durbin model. Technological Forecasting & Social Change123372-123372. Search in Google Scholar

[18] Zhang Ce,Lv Wangyong,Zhang Ping & Song Jiacheng. (2023). Multidimensional spatial autocorrelation analysis and it’s application based on improved Moran’s I. Earth Science Informatics(4),3355-3368. Search in Google Scholar