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Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms

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  1. Xia, Yan & Lv, Gongming & Wang, Huijuan & Ding, Lin, 2023. "Evolution of digital economy research: A bibliometric analysis," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1151-1172.
  2. Pu, Yue & Zeng, Xinyi & Chen, Tao, 2025. "Improving education levels of BRI participating economies: Evidence from the Education Action Plan for the Belt and Road Initiative," China Economic Review, Elsevier, vol. 94(PB).
  3. Wei Qian & Yongsheng Wang, 2022. "How Do Rising Labor Costs Affect Green Total Factor Productivity? Based on the Industrial Intelligence Perspective," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
  4. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
  5. Chu, Yihe & Li, Yujia & Che, Ming, 2024. "Population aging and the dynamics of the skill income gap: An analysis of a multiple mediation effect," Finance Research Letters, Elsevier, vol. 62(PB).
  6. Dona Ghosh & Rajarshi Ghosh & Sahana Roy Chowdhury & Boudhayan Ganguly, 2025. "AI-exposure and labour market: a systematic literature review on estimations, validations, and perceptions," Management Review Quarterly, Springer, vol. 75(1), pages 677-704, February.
  7. Ding, Tao & Li, Jiangyuan & Shi, Xing & Li, Xuhui & Chen, Ya, 2023. "Is artificial intelligence associated with carbon emissions reduction? Case of China," Resources Policy, Elsevier, vol. 85(PB).
  8. Li, Yunjian & Song, Yixiao & Sun, Yanming & Zeng, Mingzhuo, 2024. "When do employees learn from artificial intelligence? The moderating effects of perceived enjoyment and task-related complexity," Technology in Society, Elsevier, vol. 77(C).
  9. 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).
  10. Mayuree Santhadkitjakarn & Somtip Watanapongvanich, 2025. "The Impact of Artificial Intelligence on China’s Labor Market," RAIS Conference Proceedings 2022-2025 0506, Research Association for Interdisciplinary Studies.
  11. Li, Zhe & Liu, Minggang & Wang, Lu, 2025. "Artificial intelligence development and rural labor employment quality," International Review of Economics & Finance, Elsevier, vol. 102(C).
  12. Xu, Ruifeng & Song, Frank M., 2025. "Is AI a key driving force for Chinese total factor productivity growth? Mechanistic analysis of employment, supply chain, and information asymmetry," Economic Modelling, Elsevier, vol. 150(C).
  13. Heluo, Yuxi & Fabel, Oliver, 2024. "Job computerization, occupational employment and wages: A comparative study of the United States, Germany, and Japan," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  14. Wang Dongfang & Pablo Ponce & Zhang Yu & Katerine Ponce & Muhammad Tanveer, 2022. "The future of industry 4.0 and the circular economy in Chinese supply chain: In the Era of post-COVID-19 pandemic," Operations Management Research, Springer, vol. 15(1), pages 342-356, June.
  15. Jing Wang & Zeyu Xing & Rui Zhang, 2023. "AI technology application and employee responsibility," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
  16. Zhengang Zhang & Peilun Li & Liangxiong Huang & Yichen Kang, 2024. "The impact of artificial intelligence on green transformation of manufacturing enterprises: evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
  17. Bai, Caiquan & Yao, Di & Xue, Qihang, 2025. "Does artificial intelligence suppress firms' greenwashing behavior? Evidence from robot adoption in China," Energy Economics, Elsevier, vol. 142(C).
  18. Ke-Liang Wang & Ting-Ting Sun & Ru-Yu Xu, 2023. "The impact of artificial intelligence on total factor productivity: empirical evidence from China’s manufacturing enterprises," Economic Change and Restructuring, Springer, vol. 56(2), pages 1113-1146, April.
  19. 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.
  20. Zhou, Huilin & Wang, Linhui & Cao, Yutong & Li, Jincheng, 2025. "The impact of artificial intelligence on labor market: A study based on bibliometric analysis," Journal of Asian Economics, Elsevier, vol. 98(C).
  21. Rongyun Zhou & Qian Zhang, 2024. "The Impact of Industrial Robots on the Sustainable Development of Zombie Firms in China," Sustainability, MDPI, vol. 16(5), pages 1-16, March.
  22. Yang, Siying & Liu, Fengshuo, 2024. "Impact of industrial intelligence on green total factor productivity: The indispensability of the environmental system," Ecological Economics, Elsevier, vol. 216(C).
  23. 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).
  24. Yang, Kunyu & Kuang, Jinsong, 2025. "How artificial intelligence applications enhance enterprise green total factor productivity? A perspective on human-machine matching and labor skill structure," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 926-947.
  25. Leon Oldemeyer & Andreas Jede & Frank Teuteberg, 2025. "Investigation of artificial intelligence in SMEs: a systematic review of the state of the art and the main implementation challenges," Management Review Quarterly, Springer, vol. 75(2), pages 1185-1227, June.
  26. Zhang, Aili & Zhu, Han & Sun, Xinyu, 2024. "Manufacturing intelligentization and technological innovation: Perspectives on intra-industry impacts and inter-industry technology spillovers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  27. Wang, Daoping & Liang, Yaxi & Shen, Xinyan, 2025. "Can artificial intelligence assist banks in improving city entrepreneurship?," Finance Research Letters, Elsevier, vol. 83(C).
  28. Borsi, Mihály Tamás & Valerio Mendoza, Octasiano Miguel & Comim, Flavio, 2022. "Measuring the provincial supply of higher education institutions in China," China Economic Review, Elsevier, vol. 71(C).
  29. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
  30. Zhong, Qian & Zhang, Qun & Yang, Jingjing, 2025. "Can artificial intelligence empower energy enterprises to cope with climate policy uncertainty?," Energy Economics, Elsevier, vol. 141(C).
  31. Zuoyufan Sheng & Chengpeng Zhu & Mo Chen, 2024. "Exploring the Impact of the Digital Economy on Green Total Factor Productivity—Evidence from Chinese Cities," Sustainability, MDPI, vol. 16(7), pages 1-13, March.
  32. Li, Jian & Yi, Mei & Sun, Qing, 2025. "Artificial intelligence and supply chain risk: Mediating effects of supply chain efficiency and resilience," International Review of Financial Analysis, Elsevier, vol. 108(PA).
  33. Saif-Alyousfi, Abdulazeez Y.H., 2025. "Artificial intelligence, information environment, and capital market efficiency," Research in International Business and Finance, Elsevier, vol. 79(C).
  34. Bughin, Jacques, 2025. "Corporate AI play and short term skill-biased AI change," Technology in Society, Elsevier, vol. 82(C).
  35. Ningning Ni & Xinya Chen & Yifan Guo & Xing Zhao, 2025. "Toward Economic Recovery: Can Industrial Intelligence Improve Total Factor Productivity?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12226-12257, September.
  36. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  37. Han, Zhipeng & Wang, Liguo, 2025. "AI-driven carbon total factor productivity: Strategic lens on industrial enterprises," Energy, Elsevier, vol. 335(C).
  38. Alguacil, Maite & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2022. "Robot adoption and export performance: Firm-level evidence from Spain," Economic Modelling, Elsevier, vol. 114(C).
  39. Wang, Liangcheng & Chen, Yizheng, 2025. "Artificial intelligence and corporate investment efficiency: Evidence from China," Emerging Markets Review, Elsevier, vol. 68(C).
  40. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
  41. Yang, Siying & Wang, Wenzhi & Ding, Tao, 2023. "Intelligent transformation and sustainable innovation capability: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
  42. Xue, Kunkun & Cui, Ziyi & Sun, Zepeng & Sun, Peipei, 2026. "Does digital technology increase the labor income share of enterprises?," Technological Forecasting and Social Change, Elsevier, vol. 222(C).
  43. Zhang, Qianyi, 2025. "AI-driven unemployment risk and household financial decision: Evidence from China," Journal of Asian Economics, Elsevier, vol. 99(C).
  44. Zhou, Kuo & Qu, Zhi & Guo, Yiman & Hu, Runnian, 2025. "Does a firm's intelligent technological transformation matter for its access to financial resources?," Economic Modelling, Elsevier, vol. 149(C).
  45. Wang, Heting & Wang, Huijuan & Guan, Rong, 2024. "Digitalization of industries and labor mobility in China," China Economic Review, Elsevier, vol. 87(C).
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