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How Can Artificial Intelligence Narrow Intra-Firm Pay Gap? A Quasi-Natural Experiment Based on the National New Generation AI Innovation Pilot Zones
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Xia Zhang, Zhibo Lao
Journal of Technology Economics | 2026, 45(3) : 98 - 112
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Journal of Technology Economics | 2026, 45(3): 98-112
• Technology Economics Management •
How Can Artificial Intelligence Narrow Intra-Firm Pay Gap? A Quasi-Natural Experiment Based on the National New Generation AI Innovation Pilot Zones
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Xia Zhang, Zhibo Lao
Affiliations
  • School of Economics and Management, Shihezi University, Shihezi 832000, China
Published: 2026-03-25 doi: 10.12404/j.issn.1002-980X.J25113002
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While empowering economic and social development, artificial intelligence (AI) is also reshaping the internal pay distribution structure within firms. Taking the establishment of the National New-Generation Artificial Intelligence Innovation and Development Pilot Zones as a quasi-natural experiment, based on a sample of Chinese A-share listed companies from 2015 to 2023, the impact of the pilot zones on intrafirm pay gaps and its underlying mechanisms was invetigated. The findings show that the establishment of the AI pilot zones significantly narrows intra-firm pay gaps, and this result remains robust after a series of robustness tests such as replacing the explained variable. Mechanism analysis indicates that the narrowing effect of the AI pilot zones on intra-firm pay gaps is likely achieved by lowering managerial risk compensation, curbing earnings management, and enhancing ordinary employees' bargaining power. Heterogeneity analysis reveals that, from the perspective of internal characteristics, the impact of the AI pilot zones on intra-firm pay gaps is more pronounced in small and medium-sized enterprises, nonstate-owned enterprises, and labor-intensive firms. From the perspective of external environment, this effect is more evident among firms located in eastern and western China, as well as those subject to weaker external audit oversight. Further analysis demonstrates that the reduction in intra-firm pay gaps is mainly reflected in the narrowing of excessive pay disparities. The conclusions provide empirical evidence for revealing the internal mechanism through which artificial intelligence affects intra-firm pay gaps, and also offer important references for achieving the goal of common prosperity in the digital economy era.

AI pilot zones  /  intra-firm pay gap  /  excessive pay disparity  /  risk compensation  /  earnings management  /  bargaining power
张霞, 劳智博. 人工智能如何缩小企业内部薪酬差距?——基于国家新一代人工智能创新发展试验区的准自然实验. 技术经济, 2026 , 45 (3) : 98 -112 . DOI: 10.12404/j.issn.1002-980X.J25113002
Xia Zhang, Zhibo Lao. How Can Artificial Intelligence Narrow Intra-Firm Pay Gap? A Quasi-Natural Experiment Based on the National New Generation AI Innovation Pilot Zones[J]. Journal of Technology Economics, 2026 , 45 (3) : 98 -112 . DOI: 10.12404/j.issn.1002-980X.J25113002
Year 2026 volume 45 Issue 3
49
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doi: 10.12404/j.issn.1002-980X.J25113002
  • Receive Date:2025-11-30
  • Online Date:2026-10-28
  • Published:2026-03-25
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  • Received:2025-11-30
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    School of Economics and Management, Shihezi University, Shihezi 832000, China
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表12种不同金属材料的力学参数
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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