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Automation and productivity—a cross-country, cross-industry comparison

Citations

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Cited by:

  1. Kariem Soliman, 2021. "Are Industrial Robots a new GPT? A Panel Study of Nine European Countries with Capital and Quality-adjusted Industrial Robots as Drivers of Labour Productivity Growth," EIIW Discussion paper disbei307, Universitätsbibliothek Wuppertal, University Library.
  2. Marco Bettiol & Mauro Capestro & Eleonora Di Maria & Roberto Ganau, 2024. "Is this time different? How Industry 4.0 affects firms’ labor productivity," Small Business Economics, Springer, vol. 62(4), pages 1449-1467, April.
  3. Qihang Li & Yituan Liu & Wenjie Li & Linman Zheng, 2025. "Will Industrial Robots Terminate Enterprise Innovation?—An Empirical Evidence from China’s Enterprise Robot Penetration," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 10074-10103, June.
  4. Mariia Vasiakina & Christian Dudel, 2024. "From efficiency to illness: do highly automatable jobs take a toll on health in Germany?," MPIDR Working Papers WP-2024-041, Max Planck Institute for Demographic Research, Rostock, Germany.
  5. D’Alessandro, Simone & Distefano, Tiziano & Spinato Morlin, Guilherme & Villani, Davide, 2025. "Exploring policy responses to labour-saving technologies: An assessment of basic income, job guarantee, and working time reduction," Journal of Policy Modeling, Elsevier, vol. 47(1), pages 49-63.
  6. Anna Fedyunina & Liudmila Ruzhanskaya & Yuri Simachev, 2025. "Global Imperative, Local Realities: Unveiling Drivers of Industrial Robotization in Russian Manufacturing," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 11063-11095, September.
  7. Marcos J Ribeiro & Klaus Prettner, 2025. "The Skill Premium Across Countries in the Era of Industrial Robots and Generative AI," Department of Economics Working Papers wuwp381, Vienna University of Economics and Business, Department of Economics.
  8. Shurong Zi & Ziyuan Pan & Yanjie Chen & Xinheng Liu & Qi Ban, 2025. "Intelligent Manufacturing and Pollution Emissions from Chinese Manufacturing Firms: Theories and Mechanisms," Sustainability, MDPI, vol. 17(2), pages 1-21, January.
  9. Deng, Haiyan & Huang, Zhonghua & Wu, Jian & Güneri, Fatma & Shen, Z.Y. & Yu, Changxin, 2025. "Harnessing the power of industrial robots for green development: Evidence from China's manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
  10. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
  11. Xiaofei Wang & Shaowen Zhan & Longlong Liu & Peng Zhang, 2025. "Research on the Green and Low-Carbon Development Path of Digital Intelligence Empowering Enterprises in Manufacturing Industry," Sustainability, MDPI, vol. 17(6), pages 1-23, March.
  12. Ozlem Fikirli & Hasan Sahin, 2024. "Drivers of Advanced Digital Technologies," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 10(2), pages 43-54, December.
  13. Teng, Huiyang & Li, Xiaoshuo & Liu, Yuyan, 2024. "Industrial robot use and corporate real earnings management: Evidence from China," Finance Research Letters, Elsevier, vol. 69(PB).
  14. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
  15. Liu, Laihui & An, Suxia, 2026. "Spillover across borders: Industrial robotics applications in developed countries and deindustrialization in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 223(C).
  16. Mariia Vasiakina & Christian Dudel, 2025. "The hidden costs of technological change: investigating pathways through which highly automatable jobs undermine workers’ health in Germany," MPIDR Working Papers WP-2025-032, Max Planck Institute for Demographic Research, Rostock, Germany.
  17. Sharfaei, Shahab & Bittner, Jan, 2024. "Technological employment: Evidence from worldwide robot adoption," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  18. Wellalage, Nirosha & Wallace, Damien & Reddy, Krishna, 2025. "Access to finance: The role of production level technology," Finance Research Letters, Elsevier, vol. 71(C).
  19. Chen, Yuling & Du, Debin & Zhang, Qiang & Li, Xiya, 2025. "Global industrial robots trade network structure and its impact on manufacturing carbon intensity," Technology in Society, Elsevier, vol. 83(C).
  20. Andre Jungmittag, 2021. "Robotisation of the manufacturing industries in the EU: Convergence or divergence?," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1269-1290, October.
  21. Liu, Yang & Zuo, Yuxiao, 2025. "Implementing intelligent manufacturing policies to increase the total factor productivity in manufacturing: Transmission mechanisms through construction of industrial chains," International Journal of Production Economics, Elsevier, vol. 279(C).
  22. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
  23. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
  24. Kanit Sangsubhan & Kumpon Pornpattanapaisankul & Pisacha Kambuya, 2023. "Automation and Productivity: Evidence from Thai Manufacturing Firms," PIER Discussion Papers 199, Puey Ungphakorn Institute for Economic Research.
  25. Li, Weibing & Li, Mingyang, 2026. "Automation from fires: Evidence from China," Energy Economics, Elsevier, vol. 153(C).
  26. Rongyun Zhou & Qian Zhang, 2024. "The Impact of Industrial Robots on the Sustainable Development of Zombie Firms in China," Sustainability, MDPI, vol. 16(5), pages 1-16, March.
  27. Wadho, Waqar & Chaudhry, Azam, 2024. "Measuring process innovation outputs and understanding their implications for firms and workers: Evidence from Pakistan," Technovation, Elsevier, vol. 136(C).
  28. Xing Zhao & Sasa Yang, 2023. "Does Intelligence Improve the Efficiency of Technological Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3671-3695, December.
  29. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2025. "Industrial robots and employment change in manufacturing: A decomposition analysis," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 591-602.
  30. Gan, Jiawu & Liu, Lihua & Qiao, Gang & Zhang, Qin, 2023. "The role of robot adoption in green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
  31. Bettiol, Marco & Capestro, Mauro & Di Maria, Eleonora & Ganau, Roberto, 2024. "Is this time different? how Industry 4.0 affects firms' labor productivity," LSE Research Online Documents on Economics 124545, London School of Economics and Political Science, LSE Library.
  32. Zhao, Yantong & Said, Rusmawati & Ismail, Normaz Wana & Hamzah, Hanny Zurina, 2024. "Impact of industrial robot on labour productivity: Empirical study based on industry panel data," Innovation and Green Development, Elsevier, vol. 3(2).
  33. 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.
  34. Duan, Dingyun & Chen, Shaojian & Feng, Zongxian & Li, Jun, 2023. "Industrial robots and firm productivity," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 388-406.
  35. Cui, Huijie & Liang, Shangkun & Xu, Canyu & Junli, Yu, 2024. "Robots and analyst forecast precision: Evidence from Chinese manufacturing," International Review of Financial Analysis, Elsevier, vol. 94(C).
  36. Borsato, Andrea & Lorentz, André, 2023. "The Kaldor–Verdoorn law at the age of robots and AI," Research Policy, Elsevier, vol. 52(10).
  37. Zhao, Xiang & Liu, Jiali, 2025. "The impact of digital infrastructure on labor productivity," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 274-287.
  38. Wang, En-Ze & Lee, Chien-Chiang & Li, Yaya, 2022. "Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries," Energy Economics, Elsevier, vol. 105(C).
  39. Yuan, Sai & Zhou, Ran & Li, Mengna & Lv, Chengchao, 2023. "Investigating the influence of digital technology application on employee compensation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  40. Meng, Weilu & Lu, Weijie & Yuan, Gecheng & Zhou, Li, 2025. "Automation and stock market participation," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).
  41. Ningning Ni & Xinya Chen & Yifan Guo & Xing Zhao, 2025. "Toward Economic Recovery: Can Industrial Intelligence Improve Total Factor Productivity?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12226-12257, September.
  42. Aleksandra Parteka, 2025. "Trade Specialisation in Products Embedding Automation Technologies: Cross-Country Evidence and the Case of Poland," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 47-67.
  43. Yin, Zi Hui & Zeng, Wei Ping, 2023. "The effects of industrial intelligence on China's energy intensity: The role of technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  44. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
  45. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  46. Mariia Vasiakina & Christian Dudel, 2025. "The glass is half empty: the role of highly automatable jobs in shaping drinking behaviors in Russia," MPIDR Working Papers WP-2025-027, Max Planck Institute for Demographic Research, Rostock, Germany.
  47. David Klenert & Enrique Fernández-Macías & José-Ignacio Antón, 2023. "Do robots really destroy jobs? Evidence from Europe," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(1), pages 280-316, February.
  48. Cheng, Han & Min, Changyi, 2025. "The mitigation effect of industrial robots on air pollution," International Review of Economics & Finance, Elsevier, vol. 99(C).
  49. Chao Gao & Jiayu Fang, 2025. "The Green Effect of Digital Intelligence in Chinese Cities: An Empirical Investigation Based on Big Data and Machine Learning Methods," Sustainability, MDPI, vol. 17(15), pages 1-20, July.
  50. Yining Zhang & Zhong Wu, 2021. "Intelligence and Green Total Factor Productivity Based on China’s Province-Level Manufacturing Data," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
  51. Wang, Xiaoqing & Safi, Adnan & Ge, Fengning, 2025. "Towards carbon neutrality: Will artificial intelligence and green bond become catalysts?," Energy Economics, Elsevier, vol. 148(C).
  52. Wang, Shan & Chen, Haiqian & Yu, Donghua, 2025. "How robot application empowers industrial low-carbon development: A study based on the perspective of carbon reduction and efficiency enhancement," Technological Forecasting and Social Change, Elsevier, vol. 220(C).
  53. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial intelligence and energy intensity in China’s industrial sector: Effect and transmission channel," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 276-293.
  54. Wei Geng & Xiaoqian Liu & Xianchun Liao, 2024. "Mechanism analysis of the influence of intelligent manufacturing on carbon emission intensity: evidence from cross country and industry," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(6), pages 15777-15801, June.
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