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E-commerce Expansion and Gig Employment: An Empirical Study Based on Big Data Analysis of Online Gig Jobs Recruitment
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Yi Zhang1, 2, Shan Jiang1, Juan Ming1, 2
Journal of Technology Economics | 2025, 44(8) : 114 - 126
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Journal of Technology Economics | 2025, 44(8): 114-126
• Technology Economics Management •
E-commerce Expansion and Gig Employment: An Empirical Study Based on Big Data Analysis of Online Gig Jobs Recruitment
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Yi Zhang1, 2, Shan Jiang1, Juan Ming1, 2
Affiliations
  • 1.School of Economics, Guangdong University of Technology, Guangzhou 510520, China
  • 2.Key Laboratory of Digital Economy and Data Governance, Guangdong University of Technology, Guangzhou 510520, China
Published: 2025-08-25 doi: 10.12404/j.issn.1002-980X.J24062512
Outline
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In recent years, the development of e-commerce has spurred the emergence of numerous new forms of gig employment. However, due to the limited availability of data on these new employment types, there has been little research on the impact of e-commerce on gig employment. To investigate the effect of e-commerce on gig wages and its underlying mechanisms, gig recruitment data from online part-time job platforms were collected and matched with city-level e-commerce demonstration enterprise data released by the Ministry of Commerce of the People's Republic of China. The empirical analysis shows that e-commerce development significantly elevates local gig wage levels, and this conclusion remains valid after accounting for endogeneity issues and conducting a series of robustness checks. Mechanism analysis indicates that firm agglomeration effects and the enhancement of entrepreneurial activity are two crucial channels through which e-commerce development promotes gig wage growth. Heterogeneity analysis reveals that the positive impact of e-commerce on gig wages is more pronounced in e-commerce-related jobs and regions with higher economic development. Therefore, local governments should strengthen the construction of e-commerce industrial parks by optimizing industrial layouts, offering tax incentives and financial support, and continuously improving the entrepreneurial environment to increase flexible employment opportunities, and adjusting the policies according to the regional economic development level to foster the high-quality development of both e-commerce and the gig economy.

gig economy  /  e-commerce  /  firm agglomeration effect  /  entrepreneurial activity  /  gig wages
张艺, 姜珊, 明娟. 电子商务与零工工资——基于网络兼职招聘大数据的经验研究. 技术经济, 2025 , 44 (8) : 114 -126 . DOI: 10.12404/j.issn.1002-980X.J24062512
Yi Zhang, Shan Jiang, Juan Ming. E-commerce Expansion and Gig Employment: An Empirical Study Based on Big Data Analysis of Online Gig Jobs Recruitment[J]. Journal of Technology Economics, 2025 , 44 (8) : 114 -126 . DOI: 10.12404/j.issn.1002-980X.J24062512
Year 2025 volume 44 Issue 8
23
5
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Article Info
doi: 10.12404/j.issn.1002-980X.J24062512
  • Receive Date:2024-06-25
  • Online Date:2026-10-27
  • Published:2025-08-25
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  • Received:2024-06-25
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Affiliations
    1.School of Economics, Guangdong University of Technology, Guangzhou 510520, China
    2.Key Laboratory of Digital Economy and Data Governance, Guangdong University of Technology, Guangzhou 510520, China
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表12种不同金属材料的力学参数
科
Family
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Number of
genus
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Number of
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Number of
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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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