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Empirical test of the impact of the digital economy on China's employment structure

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Cited by:

  1. Ren, Sasa & Zhang, Qibin & Yu, Xiao & Yang, Gaoju, 2025. "China's urban digital patent scale and patent knowledge breadth: Spatial-temporal evolution characteristics and influencing factors," Journal of Asian Economics, Elsevier, vol. 100(C).
  2. Tian, Lichuan & Sun, Kai & Yang, Jie & Zhao, Yang, 2024. "Does digital economy affect corporate ESG performance? New insights from China," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 964-980.
  3. Fang, Ling & Shen, Ye, 2025. "Digital economy enabling high-quality development of agricultural Enterprises: Interaction, inner mechanism and strategic orientation," International Review of Economics & Finance, Elsevier, vol. 103(C).
  4. Chen, Zhen & Gao, Jie & Li, Fang & Nguyen, Thithuha, 2025. "Research on the impact of digital transformation on executive compensation," Finance Research Letters, Elsevier, vol. 82(C).
  5. Zhang, Chonghui & Chai, Binfeng & Mirza, Sultan Sikandar & Jin, Ying, 2024. "Customer-driven value creation in the digital economy: Determining the role of customer firms’ digital transformation on supplier performance in China," Omega, Elsevier, vol. 128(C).
  6. Ruixiang Li & Gyung-yong Song, 2025. "Digital Commerce as a Catalyst for Ecological Transformation: Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 17(8), pages 1-21, April.
  7. Jin, Laiqun & Dai, Jiaying & Jiang, Weijie & Cao, Kairui, 2023. "Digital finance and misallocation of resources among firms: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
  8. Daud, Siti Nurazira Mohd & Ahmad, Abd Halim & Trinugroho, Irwan & Rusgianto, Sulistya & Ridhwan, Masagus M., 2025. "FinTech and unemployment: New evidence on the role of labor market regulation," Research in International Business and Finance, Elsevier, vol. 79(C).
  9. Lv, Jiamin & Li, Shi & Zhu, Mengying & Huang, Wenli, 2024. "Can the digital economy development limit the size of the informal economy? A nonlinear analysis based on China's provincial panel data," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 896-921.
  10. Cui, Xiao & Li, Pingrui, 2025. "Digital economy, environmental expenditure, and green total factor productivity," Finance Research Letters, Elsevier, vol. 73(C).
  11. Ma, Li & Li, Xiumin & Pan, Yu, 2024. "Employee allocation efficiency in the context of the digital economy: Evidence from “Broadband China” demonstration cities," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 735-752.
  12. Shaodong Shi & Xinbo Wang, 2024. "Analysis of human capital effects introducing Bayesian quantile regression in the process of industrial structural upgrading," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-34, July.
  13. Qian, Ying & Li, Jing & Ruan, Yan, 2025. "Regional industrial upgrading against the background of population aging: Pathways and strategies empowered by digital intelligence," Finance Research Letters, Elsevier, vol. 80(C).
  14. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  15. Liu, Jintao & Wang, Xiuhai, 2025. "Exploring the driving effect of the digital economy on rural labor force's occupational transformation: Based on analysis of CFPS panel data," International Review of Financial Analysis, Elsevier, vol. 101(C).
  16. Jie Zhou, 2024. "The Impact of the Digital Economy on Employment Scale in the Yangtze River Delta Region," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-5.
  17. Luo, Yaling & Zhou, Lei & Zhang, Weike, 2025. "Can e-commerce bring dividends to rural households? New evidence from the income inequality perspective," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 363-379.
  18. Bi, Siyuan & Zhang, Xiangjian & Xiao, Guolin & Li, Hanxi, 2025. "Marketization, digital economy, and industrial structure transformation: Mechanisms and regional variations," International Review of Economics & Finance, Elsevier, vol. 102(C).
  19. Fu, Shuke & Ge, Yingchen & Hao, Yu & Peng, Jiachao & Tian, Jiali, 2024. "Energy supply chain efficiency in the digital era: Evidence from China's listed companies," Energy Economics, Elsevier, vol. 134(C).
  20. Wu, Qingyang & Li, Shanhong, 2024. "Decarbonization by digits: How data factors drive nonlinear sustainable dynamics in manufacturing," Applied Energy, Elsevier, vol. 374(C).
  21. Qu, Yingzi & Fan, Sha, 2024. "Is there a "Machine Substitution"? How does the digital economy reshape the employment structure in emerging market countries," Economic Systems, Elsevier, vol. 48(4).
  22. Ren, Jianyu & Xu, Zhitao & Hu, Mingzhi, 2023. "Digital economy and settlement intention of migrants in urban China," Telecommunications Policy, Elsevier, vol. 47(10).
  23. Genqiang Li & Zihui Yang & Yuanbo Qiao, 2026. "Exploring the impact of input digitalization on carbon emission intensity: evidence at the global industry level," Empirical Economics, Springer, vol. 70(1), pages 1-24, January.
  24. Ting Zhu & Xiaqing Chen & Wenwen Zhang & Basil Sharp, 2023. "Analysis of the Spatial–Temporal Evolution of the Digital Economy and Its Impact on the Employment Structure in China from 2001 to 2020," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
  25. Xue, Qihang & Wang, Huimin & Wei, Jian & Bai, Caiquan, 2024. "Does the digital economy improve female autonomy?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 193-207.
  26. Li, Ranran & Li, Yue & Chen, Xueli & Wu, Jian & Song, Malin & Zhou, Yuanxiang, 2025. "Enterprise performance empowered by heterogeneous environmental laws: A digital economy," Energy Economics, Elsevier, vol. 142(C).
  27. Shao, Bo & Wang, Hongqi, 2025. "Digital economy, industrial structure advancement and human capital accumulation," Finance Research Letters, Elsevier, vol. 83(C).
  28. Liu, Bei & Chen, Ziyi & Wang, Ying & Sun, Xiaolong, 2025. "Fintech empowers enterprises to practice ESG: The role of political background of executives," Energy Economics, Elsevier, vol. 142(C).
  29. Wen, Jialian & Song, Jiayi, 2025. "Executives' financial background, artificial intelligence empowerment, and corporate human resource management," Finance Research Letters, Elsevier, vol. 85(PB).
  30. Lin, Tianchen & Yang, Haolong, 2025. "How does urban digital finance drive low-carbon development? evidence from China’s green transition," Finance Research Letters, Elsevier, vol. 86(PF).
  31. Zhang, Su & Wang, Xiaolin & Xia, Yan & Wang, Huijuan, 2025. "The AI Redemption: How technology is rewriting the rules of cross-industry labor mobility," International Review of Economics & Finance, Elsevier, vol. 103(C).
  32. Shen, Tianling & Chen, Yi & Ruan, Huarong, 2025. "Moderating role of regional financial development in the relationship between digital infrastructure and Urban–Rural income gap," Finance Research Letters, Elsevier, vol. 81(C).
  33. Luan, Bingjiang & Zou, Hong & Huang, Junbing, 2023. "Digital divide and household energy poverty in China," Energy Economics, Elsevier, vol. 119(C).
  34. Qiao, Xiaole & He, Yang & Du, Qiang, 2025. "How does the urban digital economy drive labor allocation in China?—A perspective of factor mobility between digital and non-digital enterprises," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1159-1175.
  35. Xin Tan & Jinfang Jiao & Ming Jiang & Ming Chen & Wenpeng Wang & Yijun Sun, 2024. "Digital Policy, Green Innovation, and Digital-Intelligent Transformation of Companies," Sustainability, MDPI, vol. 16(16), pages 1-23, August.
  36. Yang Lu & Lu Lu Zhou, 2023. "Can digital economy improve employment structure?—Mediating effect based on a spatial Durbin model," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-22, November.
  37. Muhammad Imran & Xiangyang Liu & Rongyu Wang & Shah Saud & Yun Zhao & Muhammad Jalal Khan, 2022. "The Influence of Digital Economy and Society Index on Sustainable Development Indicators: The Case of European Union," Sustainability, MDPI, vol. 14(18), pages 1-16, September.
  38. Muhamad Nazrin Farhan Ngah Mohamad & Masturah Ma’in & Nur Azirah Zahida Mohamad Azhar & Akhmad Akbar Susamto, 2024. "The Impact of Digital Economy and Net Export of Goods and Services Towards Employment in the Selected Southeast Asia Countries," Information Management and Business Review, AMH International, vol. 16(3), pages 753-762.
  39. Zhang, Zhanyu & Cao, Jingdong & Ma, Ruihao & Feng, Yiqiang, 2025. "Digital economy policies and corporate technology spillovers: A data-driven perspective," International Review of Economics & Finance, Elsevier, vol. 103(C).
  40. Dong, Zixuan & Aziz, Mohd Faiq Abd & Wang, Yan, 2025. "An empirical analysis of how artificial intelligence development influences the adjustment of human capital structure," Finance Research Letters, Elsevier, vol. 84(C).
  41. Mi Zhou & Weixiao Shao & Li Huang, 2025. "From digital island to resilient networks: the impact of digital economy agglomeration on urban resilience in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
  42. Wu, Jiaxu & Yang, Yibing, 2024. "The impact of bank-enterprise distance on the digital economic value of manufacturing enterprises," Finance Research Letters, Elsevier, vol. 60(C).
  43. Deheng Xiao & Can Zhang & Yongjian Huang, 2024. "Digital economy policy and enterprise digital transformation: Evidence from innovation and structural effect," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 2348-2359, June.
  44. Liu, Tao & Wu, Han & Zheng, Yinglong & Cui, Ziyi, 2025. "Reform of the administrative approval system, regional financial development, and corporate performance: An exploration of a market-oriented governance mechanism," Finance Research Letters, Elsevier, vol. 80(C).
  45. Yi Xu & Jian Li & Yongcan Yan & Pengcheng Gao & Heng Xie, 2022. "Can Coordinated Development of Manufacturing and Information Communication Service Industries Boost Economic Resilience? An Empirical Study Based on China’s Provinces," Sustainability, MDPI, vol. 14(17), pages 1-15, August.
  46. Nan Hao & Yating Fan, 2025. "Employment Challenges and Employment Structure Adjustment of Low-Carbon City Pilot Policies: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 17(3), pages 1-31, January.
  47. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  48. Yang Shen & Xiuwu Zhang, 2024. "The impact of artificial intelligence on employment: the role of virtual agglomeration," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
  49. Lin, Yigang & Yang, Wenhua, 2025. "Aging population, technological innovation, and income disparity among residents," Finance Research Letters, Elsevier, vol. 80(C).
  50. Xiong, Wei & Jiang, Mengzhen & Liu, Yingying, 2024. "Digital economy, risk attitudes, and entrepreneurial decision-making in urban and rural households in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  51. Hunjra, Ahmed Imran & Zhao, Shikuan & Goodell, John W. & Liu, Xiaoqian, 2024. "Digital economy policy and corporate low-carbon innovation: Evidence from a quasi-natural experiment in China," Finance Research Letters, Elsevier, vol. 60(C).
  52. Peng, Yan & Jin, Hao, 2025. "Effects of information and technology application in audits and digital economy on enterprise risk management level," Finance Research Letters, Elsevier, vol. 73(C).
  53. Chen, Zehao & Li, Yibo & Lin, Yuyang & Pan, Jingrui, 2023. "Business environment and corporate financing decisions: From the perspective of dynamic adjustment of capital structure," Finance Research Letters, Elsevier, vol. 58(PB).
  54. Qi Jiang & Yihan Li & Hongyun Si, 2022. "Digital Economy Development and the Urban–Rural Income Gap: Intensifying or Reducing," Land, MDPI, vol. 11(11), pages 1-23, November.
  55. Zhang, Chaoshuai & Qiu, Peng & Zhang, Liang & Hong, Xiaoyu & Wang, Dingqing, 2024. "The impact of digital transformation on enterprises' export stability: Evidence from listed companies in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  56. Jiang, Wei & Gao, Chunxing, 2025. "The wave of government digitalization: How government digital procurement affects residents’ employment," Information Economics and Policy, Elsevier, vol. 71(C).
  57. Xinya Wang & Yizhao Chen, 2024. "More Rational, More Attractive: Industrial Structure Rationalization and Migrant Workers’ Employment Choices in China," Sustainability, MDPI, vol. 16(7), pages 1-18, March.
  58. Jiahe Liu & Yingzhu Fang & Yongxing Xia & Wenjie Zou & Ka-Leong Chan & Johnny F. I. Lam & Huangxin Chen, 2024. "Can the Digital Economy Promote Sustainable Improvement in the Quality of Employment for Chinese Residents?—Moderated Mediation Effect Test Based on Innovation Environments," Sustainability, MDPI, vol. 16(14), pages 1-20, July.
  59. LIU, Nian & GU, Xinhua & LEI, Chun Kwok, 2022. "The equilibrium effects of digital technology on banking, production, and employment," Finance Research Letters, Elsevier, vol. 49(C).
  60. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
  61. Heng Chen & Yan Zhang, 2022. "Research on the Path of Sustainable Development of China’s Logistics Industry Driven by Capital Factors," Sustainability, MDPI, vol. 15(1), pages 1-26, December.
  62. Jin, Xing & Lyu, Kangyin, 2024. "The impact of digital economy on emerging employment trends: Insights from the China Family Panel Survey (CFPS)," Finance Research Letters, Elsevier, vol. 64(C).
  63. Qi, Wenhao & Li, Biao & Liu, Qiqi & Lv, Jiaqi, 2023. "Low-skill lock-in? Financial resource mismatch and low-skilled labor demand," Finance Research Letters, Elsevier, vol. 55(PB).
  64. Xiao Ling & Zhangwei Luo & Yanchao Feng & Xun Liu & Yue Gao, 2023. "How does digital transformation relieve the employment pressure in China? Empirical evidence from the national smart city pilot policy," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
  65. Hongyang Yu & Jinchao Wang & Jiajun Xu & Binghao Ding, 2025. "Does digital economy agglomeration promote green economy efficiency? A spatial spillover and spatial heterogeneity perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(3), pages 7379-7406, March.
  66. Jingyi Qin & Qingyu Xu, 2024. "The Impact of the Digital Economy on Population Dividends in China: Based on the Dual Perspective of Quantity and Quality," Sustainability, MDPI, vol. 16(10), pages 1-23, May.
  67. Wang, YiZheng & Zhang, ZhenTian, 2025. "Digital development and rural financial inclusion: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
  68. Wu, Jianan & Guo, Cheng & Liu, Xiaojing & Dai, Jiapeng, 2025. "Policy-driven employment structure transformation: The role of innovation and education investment," International Review of Economics & Finance, Elsevier, vol. 98(C).
  69. Zexia Zhao & Jun Yan, 2023. "A study of the impact of corporate digitization on environmental protection: Take Chinese A-share companies in Shanghai and Shenzhen as an example," PLOS ONE, Public Library of Science, vol. 18(5), pages 1-19, May.
  70. Muhammad Asif & Liu Yang & Muhammad Hashim, 2024. "The Role of Digital Transformation, Corporate Culture, and Leadership in Enhancing Corporate Sustainable Performance in the Manufacturing Sector of China," Sustainability, MDPI, vol. 16(7), pages 1-31, March.
  71. Yang, RuiQi & Cai, Junjie, 2025. "Intellectual property protection strategy, digital governance, and the upgrading of corporate human capital structure—A quasi-natural experiment based on the construction of national intellectual property model cities," Finance Research Letters, Elsevier, vol. 82(C).
  72. Yajian Ni, 2026. "The influence of digital economy on rural per capita disposable income: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(4), pages 8995-9016, April.
  73. Zhou, Qiuyang, 2024. "Does the digital economy promote the consumption structure upgrading of urban residents? Evidence from Chinese cities," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 543-551.
  74. Jingjing Chen & Bin Xiong, 2024. "Study on the Impact of the Digital Economy on Employment Quality and the Mechanism of Action Based on China’s Interprovincial Panel Data from 2013 to 2022," Sustainability, MDPI, vol. 17(1), pages 1-21, December.
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