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The Rise of Robots and the Fall of Routine Jobs

Citations

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Cited by:

  1. Antonio Martins-Neto & Xavier Cirera & Alex Coad, 2024. "Routine-biased technological change and employee outcomes after mass layoffs: evidence from Brazil," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 555-583.
  2. Mauro Caselli & Andrea Fracasso & Arianna Marcolin & Sergio Scicchitano, 2023. "The reassuring effect of firms' technological innovations on workers' job insecurity," International Journal of Manpower, Emerald Group Publishing Limited, vol. 45(4), pages 754-778, October.
  3. Zuazu-Bermejo, Izaskun, 2022. "Robots and women in manufacturing employment," ifso working paper series 19, University of Duisburg-Essen, Institute for Socioeconomics (ifso).
  4. Tan, Weishan & Shen, Guangjun & Zhou, Guangsu, 2025. "The transfer of employment structure: Export expansion and the rise of lower-middle-skill occupations in China," World Development, Elsevier, vol. 189(C).
  5. Abeliansky, Ana Lucia & Prettner, Klaus & Stöllinger, Roman, 2023. "Infection Risk at Work, Automatability, and Employment," Department of Economics Working Paper Series 352, WU Vienna University of Economics and Business.
  6. Thomas Kurer & Nikolas Schöll, 2021. "How Technological Change Affects Regional Electorates," Working Papers 1269, Barcelona School of Economics.
  7. Kudoh, Noritaka & Miyamoto, Hiroaki, 2025. "Robots, AI, and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 174(C).
  8. Stefan Jestl, 2022. "Industrial Robots, and Information and Communication Technology: The Employment Effects in EU Labour Markets," wiiw Working Papers 215, The Vienna Institute for International Economic Studies, wiiw.
  9. Lewandowski, Piotr & Szymczak, Wojciech, 2024. "Automation, Trade Unions and Atypical Employment," IZA Discussion Papers 17544, Institute of Labor Economics (IZA).
  10. Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," LEM Papers Series 2024/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  11. José‐Ignacio Antón & Enrique Fernández‐Macías & Rudolf Winter‐Ebmer, 2023. "Does robotization affect job quality? Evidence from European regional labor markets," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 233-256, July.
  12. Guillermo Arenas Díaz & Alex J. Guerrero & Joost Heijs, 2024. "The effects of product and process innovation on employment: a meta-regression analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 35-68, March.
  13. Fredrik B. Kostøl, 2024. "Do unions increase participation in further education?," British Journal of Industrial Relations, London School of Economics, vol. 62(3), pages 614-639, September.
  14. Franco, Chiara & Suppressa, Francesco, 2025. "Robot, trade and employment: Unravelling the relationship within the European context," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 407-422.
  15. Karina Doorley & Jan Gromadzki & Piotr Lewandowski & Dora Tuda & Philippe Van Kerm, 2023. "Automation and income inequality in Europe," LISER Working Paper Series 2023-11, Luxembourg Institute of Socio-Economic Research (LISER).
  16. Shahab Sharfaei & Jakkrit Thavorn, 2025. "From wages to widgets: how minimum wage hikes fuel automation," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
  17. Kostøl, Fredrik B. & Svarstad, Elin, 2023. "Trade Unions and the Process of Technological Change," Labour Economics, Elsevier, vol. 84(C).
  18. repec:osf:socarx:kdz5e_v1 is not listed on IDEAS
  19. Fierro, Luca Eduardo & Caiani, Alessandro & Russo, Alberto, 2022. "Automation, Job Polarisation, and Structural Change," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 499-535.
  20. Abeliansky, Ana Lucia & Beulmann, Matthias & Prettner, Klaus, 2024. "Are they coming for us? Industrial robots and the mental health of workers," Research Policy, Elsevier, vol. 53(3).
  21. Nikolaos Charalampidis, 2024. "Frictions and the diffusion of automation," Manchester School, University of Manchester, vol. 92(2), pages 148-170, March.
  22. João Amador, 2024. "Robots in Portuguese Firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
  23. Nie, Aiyun & Guo, Xiaobin & Feng, Dawei, 2025. "Can robot applications safeguard workers’ health? Evidence from China," Journal of Asian Economics, Elsevier, vol. 100(C).
  24. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
  25. Javed, Mohsin, 2023. "Robots, Natives and Immigrants in US local labor markets," Labour Economics, Elsevier, vol. 85(C).
  26. Michael MITSOPOULOS & Theodore PELAGIDIS, 2021. "Labor Taxation And Investment In Developed Countries. The Impact On Employment," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 13-31, June.
  27. Milena Nikolova & Anthony Lepinteur & Femke Cnossen, 2025. "Just another cog in the machine? A worker‐level view of robotization and tasks," Economica, London School of Economics and Political Science, vol. 92(368), pages 1101-1148, October.
  28. M. Battisti & M. Del Gatto & A. F. Gravina & C. F. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  29. Franziska Brall & Ramona Schmid, 2023. "Automation, robots and wage inequality in Germany: A decomposition analysis," LABOUR, CEIS, vol. 37(1), pages 33-95, March.
  30. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  31. Qiren Liu & Sen Luo & Robert Seamans, 2023. "Pain or Anxiety? The Health Consequences of Rising Robot Adoption in China," Papers 2301.10675, arXiv.org.
  32. Giorgio Cutuli & Alessio Tomelleri, 2023. "Returns to digital skills use, temporary employment, and trade unions in European labour markets," European Journal of Industrial Relations, , vol. 29(4), pages 393-413, December.
  33. Hyejin Kim, 2024. "The impact of robots on labor demand: evidence from job vacancy data in South Korea," Empirical Economics, Springer, vol. 67(3), pages 1185-1209, September.
  34. Sharfaei, Shahab & Bittner, Jan, 2024. "Technological employment: Evidence from worldwide robot adoption," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  35. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2024. "Industrial robots and employment change in manufacturing: A combination of index and production-theoretical decomposition analysis," MPRA Paper 121128, University Library of Munich, Germany.
  36. Włoch, Renata & Śledziewska, Katarzyna & Rożynek, Satia, 2025. "Who's afraid of automation? Examining determinants of fear of automation in six European countries," Technology in Society, Elsevier, vol. 81(C).
  37. Kaizhi Yu & Yao Shi & Jiahan Feng, 2024. "The influence of robot applications on rural labor transfer," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
  38. Karim Bekhtiar & Benjamin Bittschi & Richard Sellner, 2024. "Robots at work? Pitfalls of industry‐level data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(6), pages 1180-1189, September.
  39. Calì, Massimiliano & Presidente, Giorgio, 2025. "Robots for economic development," Labour Economics, Elsevier, vol. 96(C).
  40. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
  41. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
  42. DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
  43. Carboni,Marika & Degl’Innocenti,Marta & Fiordelisi,Franco & Mare, Davide Salvatore, 2025. "Technology and Corporate Ethical Standards," Policy Research Working Paper Series 11068, The World Bank.
  44. Bachmann, Ronald & Gonschor, Myrielle & Lewandowski, Piotr & Madoń, Karol, 2024. "The impact of Robots on Labour market transitions in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 422-441.
  45. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
  46. Àlena V. Vankevich & Iryna N. Kalinouskaya, 2024. "Digitalisation and jobs: The case of organisations in the Vitebsk area of Belarus," Journal of New Economy, Ural State University of Economics, vol. 25(4), pages 106-126, December.
  47. Fernández-Macías, Enrique & Klenert, David & Antón, José-Ignacio, 2021. "Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 76-89.
  48. Caselli, Mauro & Fracasso, Andrea & Traverso, Silvio, 2021. "Robots and risk of COVID-19 workplace contagion: Evidence from Italy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  49. Yang, Siying & Liu, Fengshuo & Lu, Jingjing & He, Xiaogang, 2022. "Does occupational injury promote industrial robot applications?," Technology in Society, Elsevier, vol. 70(C).
  50. 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.
  51. 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).
  52. Albinowski, Maciej & Lewandowski, Piotr, 2024. "The impact of ICT and robots on labour market outcomes of demographic groups in Europe," Labour Economics, Elsevier, vol. 87(C).
  53. Anna Matysiak & Daniela Bellani & Honorata Bogusz, 2023. "Industrial Robots and Regional Fertility in European Countries," European Journal of Population, Springer;European Association for Population Studies, vol. 39(1), pages 1-36, December.
  54. Tim Hinks, 2024. "Artificial Intelligence Perceptions and Life Satisfaction," Journal of Happiness Studies, Springer, vol. 25(1), pages 1-14, February.
  55. Xiaoyu Bian & Guangsu Zhou, 2024. "The effects of robots on internal migration: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 840-865, June.
  56. Baek, Seungjin & Jeong, Deokjae, 2023. "Factors Influencing Labor Share: Automation, Task Innovation, and Elasticity of Substitution," MPRA Paper 118730, University Library of Munich, Germany.
  57. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
  58. Alessio Tomelleri & Giorgio Cutuli & Andrea Signoretti, 2025. "Returns to ICT skills in European labour markets, trade unions and contractual cleavages," FBK-IRVAPP Working Papers 2025-04, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
  59. Kerstin Hötte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2024. "Automation and taxation," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 945-969.
  60. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano & Silvio Traverso & Enrico Tundis, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," DEM Working Papers 2021/06, Department of Economics and Management.
  61. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
  62. Nayyar, Gaurav & Pleninger, Regina & Vorisek, Dana & Yu, Shu, 2024. "Digitalization and Inclusive Growth : A Review of the Evidence," Policy Research Working Paper Series 10941, The World Bank.
  63. Hartmut Egger & Elke Jahn & Stefan Kornitzky, 2021. "How Does the Position in Business Group Hierarchies Affect Workers’ Wages?," Working Papers 213, Bavarian Graduate Program in Economics (BGPE).
  64. Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  65. Rude, Johanna, 2024. "Demographic Change, Automation and the Role of Education," MPRA Paper 120876, University Library of Munich, Germany.
  66. Brzozowski, Michał & Siwińska-Gorzelak, Joanna, 2024. "Did robots make wages less responsive to unemployment?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  67. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
  68. Antonio Francesco Gravina & Neil Foster-McGregor, 2024. "Unraveling wage inequality: tangible and intangible assets, globalization and labor market regulations," Empirical Economics, Springer, vol. 67(4), pages 1375-1420, October.
  69. Wang, Linhui & Zhou, Huilin & Wan, Guanghua, 2025. "The impact of robots on unemployment duration: Evidence from the Chinese General Social Survey," China Economic Review, Elsevier, vol. 89(C).
  70. Klump, Rainer & Jurkat, Anne & Schneider, Florian, 2021. "Tracking the rise of robots: A survey of the IFR database and its applications," MPRA Paper 110390, University Library of Munich, Germany.
  71. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
  72. Egger, Hartmut & Jahn, Elke & Kornitzky, Stefan, 2022. "How does the position in business group hierarchies affect workers’ wages?," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 244-263.
  73. Daria A. Starovatova, 2023. "The relationship between robots and labour productivity: Does business scale matter?," Journal of New Economy, Ural State University of Economics, vol. 24(1), pages 81-103, April.
  74. Qiguo Gong, 2023. "Machine endowment cost model: task assignment between humans and machines," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
  75. Christian Gunadi & Hanbyul Ryu, 2021. "Does the rise of robotic technology make people healthier?," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2047-2062, September.
  76. Fabien Petit & Florencia Jaccoud & Tommaso Ciarli, 2023. "Heterogeneous Adjustments of Labor Markets to Automation Technologies," CESifo Working Paper Series 10237, CESifo.
  77. Danzer, Alexander M. & Feuerbaum, Carsten & Gaessler, Fabian, 2024. "Labor supply and automation innovation: Evidence from an allocation policy," Journal of Public Economics, Elsevier, vol. 235(C).
  78. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
  79. Smaldone, Francesco & Ippolito, Adelaide & Lagger, Jelena & Pellicano, Marco, 2022. "Employability skills: Profiling data scientists in the digital labour market," European Management Journal, Elsevier, vol. 40(5), pages 671-684.
  80. Benitez-Rueda, Miguel & Domínguez, Nicolás & Parrado, Eric, 2023. "Mobility Restrictions and Automation in the Developing World: Evidence from Peru's Labor Market," IDB Publications (Working Papers) 12823, Inter-American Development Bank.
  81. Li, Jianjun & Wu, Zhouyi & Yu, Kaijia & Zhao, Wei, 2024. "The effect of industrial robot adoption on firm value: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
  82. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
  83. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
  84. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
  85. 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).
  86. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
  87. Hong Jiang & Yingfan Ge & Chunhao Yang & Hongxin Yu, 2024. "How automated machines influence employment in manufacturing enterprises?," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-21, March.
  88. Chris Muris & Konstantin Wacker, 2022. "Estimating interaction effects with panel data," Papers 2211.01557, arXiv.org, revised Mar 2025.
  89. Inha Oh & Jungho Kim, 2023. "Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 753-766, March.
  90. Laurie S. M. Reijnders & Marcel P. Timmer & Xianjia Ye, 2021. "Labour demand in global value chains: Is there a bias against unskilled work?," The World Economy, Wiley Blackwell, vol. 44(9), pages 2547-2571, September.
  91. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
  92. Antonio Martins-Neto & Nanditha Mathew & Pierre Mohnen & Tania Treibich, 2024. "Is There Job Polarization in Developing Economies? A Review and Outlook," The World Bank Research Observer, World Bank, vol. 39(2), pages 259-288.
  93. repec:ptu:bdpart:e202404 is not listed on IDEAS
  94. Kosuke ARAI & Ippei FUJIWARA & Toyoichiro SHIROTA, 2021. "Robot Penetration and Task Changes," Discussion papers 21093, Research Institute of Economy, Trade and Industry (RIETI).
  95. Roberta Capello & Simona Ciappei & Camilla Lenzi, 2024. "Unveiling the automation—wage inequality nexus within and across regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 1729-1756, December.
  96. Glitz, Albrecht & Rapoport, Hillel, 2024. "Introduction to the Labour Economics special issue on immigration economics," Labour Economics, Elsevier, vol. 87(C).
  97. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
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