| Citation: | ZHANG Yonglin, LIU Lili, HU Xiaoli. Artificial Intelligence Automation from the Perspective of New Quality Productive Forces: The Superposition Effect of Dual Productivity and New Economic Growth[J]. Journal of University of Science and Technology Beijing ( Social Sciences Edition), 2026, 42(3): 60-70. doi: 10.19979/j.cnki.issn10082689.2025070101 |
| [1] |
SHI W, LI J, CHEN Z, et al. Smart mine: The role of artificial intelligence in modern coal extraction [C]// 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Bangkok: IEEE, 2024: 874-879.
|
| [2] |
JAVAID M, HALEEM A, KHAN I H, et al. Understanding the potential applications of artificial intelligence in agriculture sector [J]. Advanced Agrochem, 2023, 2(1): 15-30. doi: 10.1016/j.aac.2022.10.001
|
| [3] |
AUTOR D H, LEVY F & MURNANE R J. The skill content of recent technological change an empirical investigation [J]. Quarterly Journal of Economics, 2003, 118(4): 1279-1333.
|
| [4] |
GOTTINGER H W. Artificial intelligence and economic modelling [J]. Expert Systems, 1991, 8(2): 99-105. doi: 10.1111/j.1468-0394.1991.tb00257.x
|
| [5] |
AGHION P, JONES B F & JONES C I. Artificial intelligence and economic growth [R/OL]. National Bureau of Economic Research (2017-09-17)[2025-07-16]. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=3053718.
|
| [6] |
EKBIA H R. Fifty years of research in artificial intelligence [J]. Annual Review of Information Science and Technology, 2010, 44(1): 201-242. doi: 10.1002/aris.2010.1440440112
|
| [7] |
ACEMOGLU D & RESTREPO P. Automation and new tasks: How technology displaces and reinstates labor [J]. Journal of Economic Perspectives, 2019, 33(2): 3-30.
|
| [8] |
PATEL K, BEERAM D, RAMAMURTHY P, et al. Ai-enhanced design: Revolutionizing methodologies and workflows [J]. International Journal of Artificial Intelligence Research and Development, 2024, 2(1): 135-157.
|
| [9] |
AGRAWAL A, MCHALE J & OETTL A. Finding needles in haystacks: Artificial intelligence and recombinant growth [C]//The Economics of Artificial Intelligence: An Agenda. Cambridge, MA: National Bureau of Economic Research, 2018: 149-174.
|
| [10] |
DECANIO S J. Robots and humans: Complements or substitutes? [J]. Journal of Macroeconomics, 2016, 49(1): 280-291.
|
| [11] |
陈琳, 高悦蓬, 余林徽. 人工智能如何改变企业对劳动力的需求?——来自招聘平台大数据的分析[J]. 社会科学文摘, 2024(9): 82-84.
|
| [12] |
HUI X, RESHEF O & ZHOU L. The short-term effects of generative artificial intelligence on employment: Evidence from an online labor market [J]. Organization Science, 2024, 35(6): 1977-1989.
|
| [13] |
SACHS J D & KOTLIKOFF L J. Smart machines and long-term misery [R/OL]. (2012-12-01)[2024-12-03]. https://www.nber.org/papers/w18629.
|
| [14] |
AGRAWAL A, GANS J & GOLDFARB A. The simple economics of machine intelligence [J]. Harvard Business Review, 2016, 17(1): 2-5.
|
| [15] |
DIMA J, GILBERT M H, DEXTRAS-GAUTHIER J, et al. The effects of artificial intelligence on human resource activities and the roles of the human resource triad: Opportunities and Challenges[J/OL]. (2024-06-03)[2024-12-03]. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1360401/full.
|
| [16] |
杨善林, 李霄剑, 张强, 等. 人工智能与管理变革[J]. 中国管理科学, 2023, 31(6): 1-11. doi: 10.3969/j.issn.1006-9860.2025.11.028
|
| [17] |
CREMER D D, BIANZINO N M & FALK B. How generative ai could disrupt creative work [J]. Harvard Business Review, 2023, 13: 1-12.
|
| [18] |
JONES B F & LIU X. A framework for economic growth with capital-embodied technical change [J]. American Economic Review, 2024, 114(5): 1448-1487. doi: 10.1257/aer.20221180
|
| [19] |
胡乐明, 杨虎涛. 产业发展战略选择的内在逻辑——一个连接演进的解析框架[J]. 经济研究, 2022, 57(6): 45-63.
|
| [20] |
CHANG Y T & FAN N H. A novel approach to market segmentation selection using artificial intelligence techniques [J]. The Journal of Supercomputing, 2023, 79(2): 1235-1262. doi: 10.1007/s11227-022-04666-2
|
| [21] |
CALVANO E, CALZOLARI G, DENICOLÒ V, et al. Artificial intelligence, algorithmic pricing, and collusion [J]. American Economic Review, 2020, 110(10): 3267-3297.
|
| [22] |
戴军, 窦一凡, 黄丽华, 等. 智能系统软件的定价模式: 数据驱动升级视角[J]. 管理科学学报, 2022, 25(9): 1-14. doi: 10.19920/j.cnki.jmsc.2022.09.001
|
| [23] |
HANSEN K T, MISRA K & PAI M M. Frontiers: Algorithmic collusion: Supra-competitive prices via independent algorithms [J]. Marketing Science, 2021, 40(1): 1-12.
|
| [24] |
JOHNSON J P, RHODES A & WILDENBEEST M. Platform design when sellers use pricing algorithms [J]. Econometrica, 2023, 91(5): 1841-1879. doi: 10.3982/ECTA19978
|
| [25] |
张永林. 智能创新生产力理论与中国经济发展深层思考[J]. 管理科学学报, 2017, 20(10): 116-126. doi: 10.3969/j.issn.1007-9807.2017.10.009
|
| [26] |
ABBASI A, PARSONS J, PANT G, et al. Pathways for design research on artificial intelligence [J]. Information Systems Research, 2024, 35(2): 441-459. doi: 10.1287/isre.2024.editorial.v35.n2
|
| [27] |
张永林. 互联网、信息元与屏幕化市场——现代网络经济理论模型和应用[J]. 经济研究, 2016, 51(9): 147-161.
|
| [28] |
BLUME L, EASLEY D, KLEINBERG J, et al. Introduction to computer science and economic theory [J]. Journal of Economic Theory, 2015, 156: 1-13. doi: 10.1016/j.jet.2014.11.002
|
| [29] |
江小涓, 宫建霞, 李秋甫. 数据、数据关系与数字时代的创新范式[J]. 社会科学文摘, 2024(12): 81-83.
|
| [30] |
GRAETZ G & MICHAELS G. Robots at work [J]. Review of Economics and Statistics, 2018, 100(5): 753-768. doi: 10.1162/rest_a_00754
|
| [31] |
JONES K S. The role of artificial intelligence in information retrieval [J]. Journal of the American Society for Information Science, 1991, 42(8): 558-565. doi: 10.1002/(SICI)1097-4571(199109)42:8<558::AID-ASI4>3.0.CO;2-4
|
| [32] |
LUDWIG J & MULLAINATHAN S. Machine learning as a tool for hypothesis generation [J]. The Quarterly Journal of Economics, 2024, 139(2): 751-827. doi: 10.1093/qje/qjad055
|
| [33] |
RESTREPO P. Automation: Theory, evidence, and outlook [J]. Annual Review of Economics, 2024, 16(1): 1-25.
|
| [34] |
RIBEIRO J, LIMA R, ECKHARDT T, et al. Robotic process automation and artificial intelligence in industry 4.0—a literature review [J]. Procedia Computer Science, 2021, 181: 51-58.
|
| [35] |
VERMA S, SHARMA R, DEB S, et al. Artificial intelligence in marketing: Systematic review and future research direction [J]. International Journal of Information Management Data Insights, 2021, 1(1): 100002.
|
| [36] |
NORDHAUS W D. Are we approaching an economic singularity? Information technology and the future of economic growth [J]. American Economic Journal: Macroeconomics, 2021, 13(1): 299-332. doi: 10.3386/w21547
|
| [37] |
ABRARDI L, CAMBINI C & RONDI L. The economics of artificial intelligence: A survey [R]. Florence: Robert Schuman Centre for Advanced Studies, 2019.
|
| [38] |
JUMPER J, EVANS R, PRITZEL A, et al. Highly accurate protein structure prediction with alphafold [J]. Nature, 2021, 596(7873): 583-589. doi: 10.1038/s41586-021-03819-2
|