The Impact of Generative AI on Employment and Labor Productivity

被引:0
|
作者
Yu, Jason [1 ]
Qi, Cheryl [2 ]
机构
[1] Livingston High Sch, Livingston, NJ 07039 USA
[2] Univ Ottawa, Ottawa, ON, Canada
来源
REVIEW OF BUSINESS | 2023年 / 44卷 / 01期
关键词
artificial intelligence; generative artificial intelligence; employment; labor productivity; industrial advancement; science and technology; society; large language model; machine learning; generative pre-trained transformer;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Motivation: After the recent introduction of ChatGPT, the rise of generative artificial intelligence (GAI) has ignited discussions about its potential to disrupt employment and impact labor productivity. Our paper empirically examines the potential effects of GAI. Premise: Our paper showcases GAI's impact on employment and labor productivity in the United States. Approach: We investigate the 100 largest publicly traded U.S. companies. The key variable of GAI exposure is from Eisfeldt, Schubert, and Zhang (2023). Employment is measured by the number of employees or the number of employees scaled by total assets. Labor productivity is assessed using real sales per employee or operating income per employee. We employ a difference-in-differences methodology, comparing changes in firms with high GAI exposure to those with low GAI exposure, before and after the launch of ChatGPT. Results: Our findings indicate that the introduction of GAI has not had a negative impact on employment. Furthermore, GAI has created positive and statistically significant effects on labor productivity. Conclusion: We conclude that GAI has not decreased employment but has increased labor productivity. The impact of GAI extends beyond the business world. Our discovery highlights the revolutionary potential of GAI and encourages policy makers to utilize it to benefit and advance society. Consistency: Our research provides the latest empirical evidence on GAI's impact on employment and labor productivity. The findings suggest that GAI's adoption enhances labor productivity for businesses and creates employment stability. Our discovery has prevalent and profound influence on the present and future of our world.
引用
收藏
页码:53 / 67
页数:15
相关论文
共 50 条
  • [41] Farm labor productivity and the impact of mechanization
    Hamilton, Stephen F.
    Richards, Timothy J.
    Shafran, Aric P.
    Vasilaky, Kathryn N.
    [J]. AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 2022, 104 (04) : 1435 - 1459
  • [42] Employment protection, corporate governance, and labor productivity around the World
    Li, Guangzhong
    Fujiyama, Keishi
    Wu, Cen
    Zheng, Ying
    [J]. JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2024, 92
  • [44] Modeling Employment and Labor Productivity Estimates from a Sustainability Perspective
    Salimova, Guzel A.
    Shaikhutdinova, Natalya A.
    Pavlova, Yuliya A.
    Zapolskikh, Yuliya A.
    Muchametshina, Gulnara S.
    [J]. IMITATION MARKET MODELING IN DIGITAL ECONOMY: GAME THEORETIC APPROACHES, 2022, 368 : 658 - 669
  • [45] Regional Product, Employment, and Labor Productivity in the Context of Sustainable Development
    Salimova, Guzel
    Ableeva, Alisa
    Valishina, Nuria
    Hazieva, Aigul
    Nigmatullina, Gulnara
    [J]. JOURNAL OF INDUSTRIAL INTEGRATION AND MANAGEMENT-INNOVATION AND ENTREPRENEURSHIP, 2022, 07 (03): : 349 - 365
  • [46] Labor productivity and employment gaps in Sub-Saharan Africa
    McCullough, Ellen B.
    [J]. FOOD POLICY, 2017, 67 : 133 - 152
  • [47] Reply to ‘Assessing the impact of generative AI on medicinal chemistry’
    Alex Zhavoronkov
    Alán Aspuru-Guzik
    [J]. Nature Biotechnology, 2020, 38 : 146 - 146
  • [48] Impact of COVID-19 on arthritis with generative AI
    Takefuji, Yoshiyasu
    [J]. INTERNATIONAL IMMUNOPHARMACOLOGY, 2024, 133
  • [49] Reply to 'Assessing the impact of generative AI on medicinal chemistry'
    Zhavoronkov, Alex
    Aspuru-Guzik, Alan
    [J]. NATURE BIOTECHNOLOGY, 2020, 38 (02) : 146 - 146
  • [50] THE IMPACT OF OUTPUT AND PRODUCTIVITY CHANGES ON MANUFACTURING EMPLOYMENT
    RIGBY, DL
    [J]. GROWTH AND CHANGE, 1992, 23 (04) : 405 - 427