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How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan
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- Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
- Xie, Xiaoyu & Yan, Jun, 2024. "How does artificial intelligence affect productivity and agglomeration? Evidence from China's listed enterprise data," International Review of Economics & Finance, Elsevier, vol. 94(C).
- 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).
- Yang, Yang & Xiao, Zheng, 2024. "Examining the interaction effect of digitalization and highly educated employees on ambidextrous innovation in Chinese publicly listed SMEs: A knowledge-based view," Technology in Society, Elsevier, vol. 78(C).
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023.
"Artificial intelligence and firm-level productivity,"
Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
- Dirk Czarnitzki & Gastón P Fernández & Christian Rammer, 2022. "Artificial Intelligence and Firm-level Productivity," Working Papers of Department of Management, Strategy and Innovation, Leuven 690486, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
- Shuai Wang & Xin Huang & Mengyue Xia & Xing Shi, 2024. "Does Artificial Intelligence Promote Firms’ Innovation Efficiency: Evidence from the Robot Application," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16373-16394, December.
- Denia Kanellopoulou & George Giannakopoulos & Periklis Terlixidis, 2025. "Embarking the AI journey: insights from ahedd DIH on Greece’s (potential) AI adopters," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-22, December.
- Chen, Yiran & Li, Bo & Huo, Baofeng, 2025. "Building operational resilience through digitalization: The roles of supply chain network position," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
- Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).
- Olimpia Ban & Irina Maiorescu & Mihaela Bucur & Gabriel Cristian Sabou & Betty Cohen Tzedec, 2024. "AI between Threat and Benefactor for the Competences of the Human Working Force," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 762-762, August.
- Chen, Pengyu & Chu, Zhongzhu & Zhao, Miao, 2024. "The Road to corporate sustainability: The importance of artificial intelligence," Technology in Society, Elsevier, vol. 76(C).
- Saima Javed & Yu Rong & Babar Nawaz Abbasi, 2024. "Convergence analysis of artificial intelligence research capacity: Are the less developed catching up with the developed ones?," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2172-2192, May.
- Da Gao & Linfang Tan & Yue Chen, 2025. "Smarter is greener: can intelligent manufacturing improve enterprises’ ESG performance?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
- Li, Haitong & Lu, Lanting & Lin, Ziang & Meng, Tianze, 2024. "Digital innovation and corporate social responsibility performance: Evidence from firms' digital patents," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
- Zhai, Shaoxuan & Liu, Zhenpeng, 2023. "Artificial intelligence technology innovation and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
- Julius Tan Gonzales, 2023. "Implications of AI innovation on economic growth: a panel data study," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 12(1), pages 1-37, December.
- Zhang, Ningning & You, Dingyi & Tang, Le & Wen, Ke, 2023. "Knowledge path dependence, external connection, and radical inventions: Evidence from Chinese Academy of Sciences," Research Policy, Elsevier, vol. 52(4).
- Yao, Nengzhi(Chris) & Bai, Junhong & Yu, Zihao & Guo, Qiaozhe, 2025. "Does AI orientation facilitate operational efficiency? A contingent strategic orientation perspective," Journal of Business Research, Elsevier, vol. 186(C).
- Hajkowicz, Stefan & Sanderson, Conrad & Karimi, Sarvnaz & Bratanova, Alexandra & Naughtin, Claire, 2023. "Artificial intelligence adoption in the physical sciences, natural sciences, life sciences, social sciences and the arts and humanities: A bibliometric analysis of research publications from 1960-2021," Technology in Society, Elsevier, vol. 74(C).
- Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
- Ren, Yuheng & Zhang, Jue & Wang, Xin, 2024. "How does data factor utilization stimulate corporate total factor productivity: A discussion of the productivity paradox," International Review of Economics & Finance, Elsevier, vol. 96(PC).
- Yang, Senmiao & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Wang, Kun & Fu, Xiaowen, 2024. "Is artificial intelligence technology innovation a recipe for low-carbon energy transition? A global perspective," Energy, Elsevier, vol. 300(C).
- Chandan Sharma & Ritesh Kumar Mishra, 2023. "Imports, technology, and employment: Job creation or creative destruction," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 152-170, January.
- Sun, Zhiyao & Che, Shuai & Wang, Jie, 2024. "Deconstruct artificial intelligence's productivity impact: A new technological insight," Technology in Society, Elsevier, vol. 79(C).
- Zhang, Longpeng & Zhang, Xingye, 2025. "Impact of digital government construction on the intelligent transformation of enterprises: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
- Christian Peukert & Margaritha Windisch, 2023. "The Economics of Copyright in the Digital Age," CESifo Working Paper Series 10687, CESifo.
- Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
- Fang, Xubing & Liu, Maotao, 2024. "Regional judicial capacity and corporate total factor productivity: Evidence from the establishment of circuit courts," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 465-489.
- Lee, Chi-Chuan & Fang, Yuzhu & Quan, Shiyun & Li, Xinghao, 2024. "Leveraging the power of artificial intelligence toward the energy transition: The key role of the digital economy," Energy Economics, Elsevier, vol. 135(C).
- Zhang, Yuting & Chin, Tachia & Al-Wazer, Ragwa, 2025. "Good neighbors but bad employers? How corporate digital transformation affects incongruence between external and internal corporate social responsibility," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
- Ruonan Wang & Guangsheng Zhang, 2025. "Does optimising the business environment enhance enterprise resilience? The role of digital innovation and entrepreneurial spirit," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
- Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
- Zhong, Xi & She, Jianquan & Wu, Xiaojie, 2024. "Tech for social good: Artificial intelligence and workplace safety," Technology in Society, Elsevier, vol. 79(C).
- Feng, Lingbing & Qi, Jiajun & Zheng, Yuhao, 2025. "How can AI reduce carbon emissions? Insights from a quasi-natural experiment using generalized random forest," Energy Economics, Elsevier, vol. 141(C).
- Chen, Wenshin, 2024. "SMEs' strategic responses toward emerging technologies: An interpretive case study of the farming industry in the UAE and Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
- Liu, Yeshen & Wang, Beibei & Song, Zhe, 2025. "Promoting or inhibiting: The impact of artificial intelligence application on corporate environmental performance," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Qin, Shuyuan & Liu, Ziqi & Wang, Jie & Wu, Yongqiu, 2024. "The impact of digital transformation on labour demand quantity and structure: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1452-1469.
- Mercedes Gumbau‐Albert, 2024. "Intangible Capital as a Driver of Labor Productivity in Regions and Industries: Evidence of the Spanish Case," Growth and Change, Wiley Blackwell, vol. 55(4), December.
- Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
- Li Wang & Hongyu Yang, 2024. "Digital technology innovation and corporate ESG performance: evidence from China," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-32, December.
- Goto, Masashi, 2023. "Anticipatory innovation of professional services: The case of auditing and artificial intelligence," Research Policy, Elsevier, vol. 52(8).
- Jiaqi Liu & Yiyang Cheng & Yamei Fu & Fei Xue, 2024. "The Impact of Digital Economy on TFP of Industries: Empirical Analysis Based on the Extension of Schumpeterian Model to Complex Economic Systems," Mathematics, MDPI, vol. 12(17), pages 1-24, August.
- 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.
- Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024.
"AI as a new emerging technological paradigm: evidence from global patenting,"
GLO Discussion Paper Series
1467, Global Labor Organization (GLO).
- Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2024. "AI as a new emerging technological paradigm: evidence from global patenting," Working Papers of Department of Management, Strategy and Innovation, Leuven 746877, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
- Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2024. "AI as a new emerging technological paradigm: evidence from global patenting," DISCE - Working Papers del Dipartimento di Politica Economica dipe0038, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Bughin, Jacques, 2024. "What drives the corporate payoffs of using generative artificial intelligence?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 658-668.
- Li, Chao & Zhang, Yuhan & Li, Xiang & Hao, Yanwei, 2024. "Artificial intelligence, household financial fragility and energy resources consumption: Impacts of digital disruption from a demand-based perspective," Resources Policy, Elsevier, vol. 88(C).
- Simone d’alessandro & Tiziano Distefano & Guilherme Spinato Morlin & Davide Villani, 2023. "Policy Responses to Labour-Saving Technologies: Basic Income, Job Guarantee, and Working Time Reduction," JRC Working Papers on Social Classes in the Digital Age 2023-09, Joint Research Centre.
- Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
- Jingyi TIAN & Jun NAGAYASU, 2024. "AI and Financial Systemic Risk in the Global Market," TUPD Discussion Papers 55, Graduate School of Economics and Management, Tohoku University.
- Shutong Zhang & Jun Nagayasu, 2023. "Regional Policies’ Impacts on Urban Migration:Evidence from Special Economic Zones in China," TUPD Discussion Papers 45, Graduate School of Economics and Management, Tohoku University.
- Ryota Nakatani, 2024.
"Multifactor productivity growth enhancers across industries and countries: firm-level evidence,"
Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
- Nakatani, Ryota, 2024. "Multifactor productivity growth enhancers across industries and countries: Firm-level evidence," MPRA Paper 120503, University Library of Munich, Germany.
- Jianpei Li & Jierui Huang & Bowen Li, 2024. "Do command‐and‐control environmental regulations realize the win‐win of “pollution reduction” and “efficiency improvement” for enterprises? Evidence from China," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3271-3292, August.
- Waßenhoven, Anna & Rennings, Michael & Laibach, Natalie & Bröring, Stefanie, 2023. "What constitutes a “Key Enabling Technology” for transition processes: Insights from the bioeconomy's technological landscape," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
- Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.