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The impact of financial technology on employment: Protection or disruption?

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  • Huang, Yuhong
  • Gao, Yajia

Abstract

This study examines the impact and underlying mechanisms of financial technology (FinTech) on corporate labor demand by utilizing microdata from Chinese listed companies between 2011 and 2019. The results indicate that FinTech significantly enhances firms' overall labor demand and demand for skilled labor. Mechanistic analysis reveals that FinTech alleviates firms' financing constraints, increasing research and development (R&D) investments, which subsequently stimulates labor demand. Heterogeneity tests have revealed that the impact of FinTech on firms' labor demand varies depending on their stage of growth, ownership attributes, and level of financial development in the regions in which they are located. Furthermore, we reveal that FinTech can concurrently increase labor demand for workers with varying skill levels and educational backgrounds and increase the share of labor income. We provide new insights with theoretical and practical implications for studying the intrinsic linkages between financial and labor markets.

Suggested Citation

  • Huang, Yuhong & Gao, Yajia, 2024. "The impact of financial technology on employment: Protection or disruption?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  • Handle: RePEc:eee:reveco:v:96:y:2024:i:pa:s1059056024005781
    DOI: 10.1016/j.iref.2024.103586
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    1. Dromel, Nicolas L. & Kolakez, Elie & Lehmann, Etienne, 2010. "Credit constraints and the persistence of unemployment," Labour Economics, Elsevier, vol. 17(5), pages 823-834, October.
    2. Raphael, Steven & Winter-Ember, Rudolf, 2001. "Identifying the Effect of Unemployment on Crime," Journal of Law and Economics, University of Chicago Press, vol. 44(1), pages 259-283, April.
    3. Yang, Xiaolan & Huang, Yidong & Gao, Mei, 2022. "Can digital financial inclusion promote female entrepreneurship? Evidence and mechanisms," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    4. Bassier, Ihsaan, 2023. "Firms and inequality when unemployment is high," Journal of Development Economics, Elsevier, vol. 161(C).
    5. Philippe Aghion & Céline Antonin & Simon Bunel, 2019. "Artificial Intelligence, Growth and Employment: The Role of Policy," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 149-164.
    6. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    7. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    8. Acemoglu, Daron, 2001. "Credit market imperfections and persistent unemployment," European Economic Review, Elsevier, vol. 45(4-6), pages 665-679, May.
    9. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 650-695.
    10. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    11. Rizwan Mushtaq & Catherine Bruneau, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Post-Print hal-03452826, HAL.
    12. Marco Pagano & Giovanni Pica, 2012. "Finance and employment [Credit constraints as a barrier to the entry and post-entry growth of firms]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(69), pages 5-55.
    13. Danny Yagan, 2019. "Employment Hysteresis from the Great Recession," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2505-2558.
    14. Emara, Noha & El Said, Ayah, 2021. "Financial inclusion and economic growth: The role of governance in selected MENA countries," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 34-54.
    15. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    16. Christopher A. Pissarides, 2011. "Equilibrium in the Labor Market with Search Frictions," American Economic Review, American Economic Association, vol. 101(4), pages 1092-1105, June.
    17. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    18. Guo, Xiaohong & Tu, Yongqian, 2023. "How digital finance affects carbon intensity–The moderating role of financial supervision," Finance Research Letters, Elsevier, vol. 55(PA).
    19. Lucy Baker, 2021. "Everyday experiences of digital financial inclusion in India's ‘micro-entrepreneur’ paratransit services," Environment and Planning A, , vol. 53(7), pages 1810-1827, October.
    20. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    21. Lordan, Grace & Neumark, David, 2018. "People versus machines: The impact of minimum wages on automatable jobs," Labour Economics, Elsevier, vol. 52(C), pages 40-53.
    22. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    23. Davis, Steven J & Henrekson, Magnus, 1999. "Explaining National Differences in the Size and Industry Distribution of Employment," Small Business Economics, Springer, vol. 12(1), pages 59-83, February.
    24. Leitner Sandra M., 2016. "Financing Constraints and Firm Growth in Emerging Europe," South East European Journal of Economics and Business, Sciendo, vol. 11(1), pages 18-40, April.
    25. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2021. "Does fintech innovation improve bank efficiency? Evidence from China’s banking industry," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 468-483.
    26. Abbi Kedir & Euphrasie Kouame, 2022. "FinTech and women’s entrepreneurship in Africa: the case of Burkina Faso and Cameroon," Journal of Cultural Economy, Taylor & Francis Journals, vol. 15(4), pages 452-467, July.
    27. Caggese, Andrea & Cuñat, Vicente & Metzger, Daniel, 2019. "Firing the wrong workers: Financing constraints and labor misallocation," Journal of Financial Economics, Elsevier, vol. 133(3), pages 589-607.
    28. Norman R. Smith & John B. Miner, 1983. "Type of entrepreneur, type of firm, and managerial motivation: Implications for organizational life cycle theory," Strategic Management Journal, Wiley Blackwell, vol. 4(4), pages 325-340, October.
    29. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
    30. Mushtaq, Rizwan & Bruneau, Catherine, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Technology in Society, Elsevier, vol. 59(C).
    31. Luo, Sumei & Sun, Yongkun & Yang, Fan & Zhou, Guangyou, 2022. "Does fintech innovation promote enterprise transformation? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    32. Tadiwanashe Muganyi & Linnan Yan & Yingkai Yin & Huaping Sun & Xiangbin Gong & Farhad Taghizadeh-Hesary, 2022. "Fintech, regtech, and financial development: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    33. Jiang, Kangqi & Chen, Zhongfei & Rughoo, Aarti & Zhou, Mengling, 2022. "Internet finance and corporate investment: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    34. Huang, Bingbing & Cui, Yuying & Chan, Kam C., 2022. "Firm-level financialization: Contributing factors, sources, and economic consequences," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 1153-1162.
    35. Yin, Zhichao & Gong, Xue & Guo, Peiyao & Wu, Tao, 2019. "What Drives Entrepreneurship in Digital Economy? Evidence from China," Economic Modelling, Elsevier, vol. 82(C), pages 66-73.
    36. Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
    37. Dirk Czarnitzki & Hanna Hottenrott, 2011. "R&D investment and financing constraints of small and medium-sized firms," Small Business Economics, Springer, vol. 36(1), pages 65-83, January.
    38. Mitch Renkow, 2003. "Employment Growth, Worker Mobility, and Rural Economic Development," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 503-513.
    39. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    40. Rizwan Mushtaq & Catherine Bruneau, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03452826, HAL.
    41. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    42. Zhaoyang Gu & Song Tang & Donghui Wu, 2020. "The Political Economy of Labor Employment Decisions: Evidence from China," Management Science, INFORMS, vol. 66(10), pages 4703-4725, October.
    43. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    44. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
    45. SARKER Sandip & GHOSH Sujan Kumar & PALIT Mollika, 2015. "Role Of Banking-Sector To Inclusive Growth Through Inclusive Finance In Bangladesh," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 10(2), pages 145-159, August.
    46. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    47. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "Erratum: When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 560-560.
    48. anonymous, 2012. "Noteworthy: Employment, immigration and finance," Southwest Economy, Federal Reserve Bank of Dallas, issue Q3, pages 1-14.
    49. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
    50. repec:bla:ecpoli:v:27:y:2012:i:69:p:5-55 is not listed on IDEAS
    51. repec:oup:ecpoli:v:27:y:2012:i:69:p:5-55 is not listed on IDEAS
    52. Yu Luo & Lianyun Zeng, 2020. "Digital financial capabilities and household entrepreneurship," Economic and Political Studies, Taylor & Francis Journals, vol. 8(2), pages 165-202, April.
    53. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    54. Koomson, Isaac & Danquah, Michael, 2021. "Financial inclusion and energy poverty: Empirical evidence from Ghana," Energy Economics, Elsevier, vol. 94(C).
    55. Zhang, Zhongqingyang & Mao, Ruixiang & Zhou, Zhongbao & Zeng, Zhijian, 2023. "How does digital finance affect green innovation? City-level evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
    56. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    57. Wen, Huwei & Zhong, Qiming & Lee, Chien-Chiang, 2022. "Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    58. James Bessen, 2019. "Automation and jobs: when technology boosts employment," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 589-626.
    59. David Mhlanga, 2020. "Industry 4.0 in Finance: The Impact of Artificial Intelligence (AI) on Digital Financial Inclusion," IJFS, MDPI, vol. 8(3), pages 1-14, July.
    60. Mehic, Adrian, 2018. "Industrial employment and income inequality: Evidence from panel data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 84-93.
    61. Anthony, Joseph H. & Ramesh, K., 1992. "Association between accounting performance measures and stock prices : A test of the life cycle hypothesis," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 203-227, August.
    62. Norden, Lars & Silva Buston, Consuelo & Wagner, Wolf, 2014. "Financial innovation and bank behavior: Evidence from credit markets," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 130-145.
    63. Zhao, Lexin & Fang, Hongsheng, 2022. "Investment incentives and the relative demand for skilled labor: Evidence from accelerated depreciation policies in China," China Economic Review, Elsevier, vol. 73(C).
    64. repec:hal:spmain:info:hdl:2441/7n49nkmngd8448a5ts5gt5ade0 is not listed on IDEAS
    65. repec:spo:wpmain:info:hdl:2441/7n49nkmngd8448a5ts5gt5ade0 is not listed on IDEAS
    66. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    More about this item

    Keywords

    FinTech; Labor demand; Financing constraint; Employment;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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