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The impact of multiple discrimination on labor misallocation of China: Based on fsQCA method

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  • Rongwang Guo
  • Jianxiu Wang
  • Yuntian You

Abstract

Discrimination in the labor market hinders efficient labor allocation, impeding socio-economic health. With the rapid population aging in China, addressing multifaceted discrimination to enhance labor allocation efficiency emerges as a crucial area of research. To explore the relationship between five types of discrimination (age, gender, hukou, educational background, and occupation) and labor misallocation, this paper based on intersectionality theory, employs the fuzzy-set Qualitative Comparative Analysis (fsQCA) method to conduct a configurational analysis of data from China. The research findings indicate that none of the five forms of discrimination can be deemed a necessary condition for achieving high-level labor misallocation. The study identifies five distinct pathways of multiple discrimination to form high-level labor misallocation, which can be classified into four interaction modes: age-hukou, gender-hukou, gender-occupation, and age-gender-educational background. Meanwhile, there are four configuration paths for the absence of labor misallocation. This study reveals the intricate mechanisms by which multiple forms of discrimination contribute to labor misallocation in China’s labor market, and provides valuable insights for addressing employment discrimination and improving the efficiency of labor allocation.

Suggested Citation

  • Rongwang Guo & Jianxiu Wang & Yuntian You, 2024. "The impact of multiple discrimination on labor misallocation of China: Based on fsQCA method," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-13, August.
    • Handle: RePEc:plo:pone00:0308442
    DOI: 10.1371/journal.pone.0308442
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    1. Yu, Li & Ma, Tiemeng & Wu, Sirong & Lyu, Zhuoyang, 2023. "How does broadband internet affect firm-level labor misallocation: The role of information frictions," China Economic Review, Elsevier, vol. 82(C).
    2. Chen, Guowen & Herrera, Ana María & Lugauer, Steven, 2022. "Policy and misallocation: Evidence from Chinese firm-level data," European Economic Review, Elsevier, vol. 149(C).
    3. Braumoeller, Bear F., 2015. "Guarding Against False Positives in Qualitative Comparative Analysis," Political Analysis, Cambridge University Press, vol. 23(4), pages 471-487.
    4. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    5. Omar Al-Ubaydli & John A. List, 2019. "How natural field experiments have enhanced our understanding of unemployment," Nature Human Behaviour, Nature, vol. 3(1), pages 33-39, January.
    6. Jia Li & Zhoutianyang Sun, 2023. "Government audit, employee efficiency and labor cost stickiness," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-23, September.
    7. Alpysbayeva, Dinara & Vanormelingen, Stijn, 2022. "Labor market rigidities and misallocation: Evidence from a natural experiment," Labour Economics, Elsevier, vol. 78(C).
    Full references (including those not matched with items on IDEAS)

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