The Impact of Minimum Wage Policy on Service Sector Employment: Evidence from Multi-period DID

Authors

  • Runkang Ni

DOI:

https://doi.org/10.61173/02m09m24

Keywords:

minimum wage, service sector, employment, multi-period DID

Abstract

This paper investigates the impact of minimum wage policy on employment in China’s service sector using a multi-period difference-in-differences (DID) framework. Drawing on a balanced panel of 285 prefecture-level cities from 2015 to 2022, the authors estimate the average effect of minimum wage adjustments on the share of service employment. The baseline results indicate that minimum wage hikes significantly reduce the service sector employment rate by approximately 3.2 percentage points. Further heterogeneity analysis reveals that life-related services experience a greater negative impact than production-related services, reflecting differences in labor intensity and wage sensitivity. Robustness checks, including pre-trend and placebo tests, confirm the validity of the identification strategy. These findings support the hypothesis that wage rigidity may lead to labor demand contraction, particularly in low-skill intensive sectors. Policy implications include the adoption of differentiated wage floors by sector and enhanced monitoring of informal employment responses. This study contributes to the growing body of empirical literature on minimum wage policy in developing economies.

References

of the results. American Economic Review, 1946, 36(3): 358–365. The findings are consistent with classical labor market [2] Zhang J., Zhao D., Zhou L. The impact of minimum wage theory, which posits that when wage floors are binding, increases on employment formalization: China Industrial they may induce distortions in labor allocation. In partic- Economics, 2017(7): 5–22. ular, wage rigidity may lead firms to reduce hiring, substi- [3] Wu H., Cao P. Service industry classification and labor tute capital for labor, or shift resources to higher-margin policy response. Economic Theory and Business Management, sectors. The pronounced impact on life-related services 2012(4): 34–48. supports the view that these sectors, being labor-intensive [4] Yang J., Gunderson M. Minimum wage impacts on wages, and low-wage, are more sensitive to mandated wage in- employment and hours in China. International Journal of

creases. Manpower, 2020, 41(2): 207–219. Given the observed differential impacts, a uniform mini- [5] Chen J. Do minimum wage increases benefit worker health? mum wage policy may be suboptimal. Instead, policymak-

Review of Economics of the Household, 2021, 19(2): 473–499. ers should consider adopting differentiated wage standards [6] Du P., Wang S. The effect of minimum wage on firm markup: across industries or regions. For instance, wage floors

Economic Modelling, 2020, 86: 241–250. could be calibrated based on sector-specific productivity [7] Wu H., Cao P. Minimum wage, employment elasticity and or cost structures, minimizing adverse employment effects

employment effect. Industrial Economics Review, 2012, 3(2): while ensuring income protection. Additionally, targeted support—such as subsidies, tax re- 39–51. lief, or training programs—could be offered to vulnerable [8] Lu J., Feng S. Trade openness, labor mobility, and gender service sectors to cushion the adjustment burden. Improv- wage gap in urban China. Finance and Economics Research,

ing labor market monitoring, especially in informal em- 2015, 41(4): 45–56. ployment, would also help assess unintended side effects [9] Fan Y., Liu X. Economic structure effects of minimum wage: and enhance policy precision. Journal of Industrial Economics Research, 2016(6): 89–103. This study has several limitations. First, while the DID [10] Jiang G., Wang F. Employment effect of China‘s minimum framework controls for observable and time-invariant wage system. Research on Financial and Economic Issues, unobservables, omitted variable bias may persist due to 2013(2): 23–32. unmeasured shocks. Second, the analysis focuses on em- [11] Neumark D., Wascher W. Minimum Wages. MIT Press, ployment levels and does not address potential changes 2008. in working hours, job quality, or labor force participation. [12] Card D., Krueger A. B. Minimum wages and employment:

Third, data constraints prevent examination of informal American Economic Review, 1994, 84(4): 772–793. employment, which may be especially relevant in re- [13] Jiang N., Wang X. Multi-period DID evaluation of sponse to wage regulation. minimum wage policy. Statistics and Information Forum, Future research could explore firm-level dynamics, inves- 2022(9): 77–85. tigate wage spillover effects, or incorporate longer-term

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Published

2025-10-23