How the Digital Economy Shapes Workers’ Employment Choices: Internal Mechanisms and Empirical Evidence on Informal Employment
Main Article Content
Keywords
digital economy, informal employment, internet use
Abstract
Using data from the Chinese General Social Survey (CGSS) from 2017 to 2023, this study employs a Probit model to examine the impact of digital economy development on informal employment among the labor force. The results indicate that the development of the digital economy significantly increases the probability of engaging in informal employment. Mechanism analysis shows that the digital economy improves individuals’ internet usage, which in turn enhances human capital, reduces information barriers and transaction costs in the labor market, and ultimately raises the likelihood of informal employment. Heterogeneity analysis further reveals that the employment effects of the digital economy are not universally inclusive: the impacts are more pronounced among individuals with non-agricultural household registration, higher educational attainment, and the self-employed. Moreover, regions with higher levels of economic development benefit more from the promotion effect of the digital economy on informal employment.
References
- [1] Zhang, Y., & Zhang, L. (2017). Formation mechanisms and heterogeneity of informal employment in China: Applicability of three major theories. Population Journal, 39(2), 88–99.
- [2] Bukht, R., & Heeks, R. (2017). Defining, conceptualising and measuring the digital economy. SSRN Electronic Journal.
- [3] Huang, L., & Li, C. (2025). Cross-border e-commerce and urban informal employment. Journal of International Trade Issues, (3), 76–94.
- [4] He, Z., & Song, X. (2020). Mechanisms and implications of digital economy in promoting employment: Reflections after the COVID-19 outbreak. Economist, (5), 58–68.
- [5] Qi, Y., Liu, C., & Ding, S. (2020). Digital economy development, employment structure optimization, and employment quality improvement. Economic Perspectives, (11), 17–35.
- [6] Cong, Y., & Yan, M. (2022). Digital economy, human capital investment, and high-quality employment. Finance & Economics, (3), 112–122.
- [7] Li, S. (2025). How informal employment affects intergenerational mobility in the digital economy. Economy and Management, 39(4), 32–41.
- [8] Zhao, X., & Zhu, R. (2022). Digital economy and informal employment: Evidence from the China Labor-force Dynamics Survey. Jilin University Journal Social Sciences Edition, 62(5), 72–83.
- [9] Kuhn, P., & Mansour, H. (2014). Is internet job search still ineffective? The Economic Journal, 124(581), 1213–1233.
- [10] Zeng, X., & Luo, Y. (2019). The impact of internet penetration on informal employment. Journal of China Institute of Industrial Relations, 33(3), 47–56.
- [11] Song, L., & He, Y. (2020). The impact of internet use on rural labor employment choices in China. Chinese Journal of Population Science, (3), 61–74.
- [12] Bai, P., & Zhang, Y. (2021). Digital economy, declining demographic dividend, and rights of low- and middle-skilled workers. Economic Research Journal, 56(5), 91–108.
- [13] Guo, Q., Meng, S., & Mao, Y. (2022). Can digital financial inclusion improve employment quality? Journal of Shanghai University of Finance and Economics, 24(1), 61–75.
- [14] Qi, L., & Tao, J. (2023). Industrial intelligence and the employment quality of migrant workers: Mechanisms and improvement paths. Journal of Huazhong Agricultural University (Social Sciences Edition), (1), 34–46.
- [15] Li, G. (2023). De-laborization of platform employment in the digital economy era: Characteristics, challenges, and responses. Social Sciences in Yunnan, (2), 151–160.
- [16] Lü, K., Chen, S., & Jia, L. (2023). How does the digital economy affect employment choices? Evidence from work motivation mechanisms. Research on Economics and Management, 44(12), 24–43.
- [17] Qian, J. (2022). “Formalization” of informality: Labor market segmentation and domestic service enterprises—Evidence from a 2019 survey in four cities. Collection of Women’s Studies, (1), 35–51.
- [18] Yin, Z., Li, H., Liu, Z., & Zhou, M. (2025). Digital empowerment and flexible employment in Chinese private enterprises. Labor Economics Research, 13(3), 106–138.
- [19] Zhao, X., & Zheng, G. (2020). Labor market distortions and informal employment: Evidence from the China Labor-force Dynamics Survey. Jilin University Journal Social Sciences Edition, 60(4), 163–173.
- [20] Tang, X., & Wang, Z. (2025). The impact of urban service industry development on informal employment. Shanghai Economic Review, (10), 91–103.
- [21] Zhang, Y. (2010). Informal employment: Conceptual clarification and value considerations. Nanjing Journal of Social Sciences, (4), 62–68.
- [22] Wan, X. (2008). Entry conditions and effects of migrant workers’ informal employment. Management World, (1), 63–74.
- [23] Qi, Y., Ding, S., & Liu, C. (2021). Internet use and labor supply of flexible workers in the digital economy: Theory and evidence. Contemporary Finance & Economics, (5), 3–16.
- [24] He, Z., Zhang, X., & Wan, G. (2020). Digital finance, digital divide, and multidimensional poverty. Statistical Research, 37(10), 79–89.
- [25] He, Q., Liu, G., & Zou, X. (2022). The impact of internet use on rural labor employment choices: Evidence from formal and informal employment. Journal of Agro-Forestry Economics and Management, 21(4), 385–394.
- [26] Qi, Y., & Chu, X. (2021). Employment effects of digital life: Mechanisms and micro evidence. Finance & Trade Economics, 42(4), 98–114.
- [27] Xue, J., & Gao, W. (2012). Informal employment in urban China: Scale, characteristics, and income inequality. Comparative Economic & Social Systems, (6), 59–69.
- [28] Liu, J., Yang, Y., & Zhang, S. (2020). Measurement and driving factors of China’s digital economy. Shanghai Economic Review, (6), 81–96.
- [29] Huang, Q., Yu, Y., & Zhang, S. (2019). Internet development and productivity improvement in manufacturing: Mechanisms and evidence from China. China Industrial Economics, (8), 5–23.
- [30] He, Y., & Liu, Z. (2024). The impact of digital economy development on informal employment. Economic Development Research, (2), 77–90.
- [31] Zhao, T., Zhang, Z., & Liang, S. (2020). Digital economy, entrepreneurial activity, and high-quality development: Evidence from Chinese cities. Management World, 36(10), 65–76.
- [32] DiMaggio, P., & Bonikowski, B. (2008). Make money surfing the web? The impact of internet use on the earnings of U.S. workers. American Sociological Review, 73(2), 227–250.
