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The impacts of digital transformation on the labour market: Substitution potentials of occupations in Germany

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  1. 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).
  2. Ashraf Elsafty & Ahmed Elzeftawy, 2021. "The New Era of Digital Transformation and COVID-19 Effect on The Employment in Mobile Operators in Egypt," Business and Management Studies, Redfame publishing, vol. 7(1), pages 74-99, March.
  3. Arias-Pérez, José & Vélez-Jaramillo, Juan, 2022. "Ignoring the three-way interaction of digital orientation, Not-invented-here syndrome and employee's artificial intelligence awareness in digital innovation performance: A recipe for failure," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  4. Nadeem, Kashif & Wong, Sut I. & Za, Stefano & Venditti, Michelina, 2024. "Digital transformation and industry 4.0 employees: Empirical evidence from top digital nations," Technology in Society, Elsevier, vol. 76(C).
  5. Zhang, Ruchuan & Gao, Weiyan & Chen, Shanshan & Zhou, Li & Li, Aijun, 2024. "Dose digital transformation contribute to improving financing efficiency? Evidence and implications for energy enterprises in China," Energy, Elsevier, vol. 300(C).
  6. Marco Capasso & Michael Spjelkavik Mark, 2021. "The Evolving Economic Employment of ICT Education: The Case of Norway," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
  7. Ivanov, Stanislav & Kuyumdzhiev, Mihail & Webster, Craig, 2020. "Automation fears: Drivers and solutions," Technology in Society, Elsevier, vol. 63(C).
  8. Consoli, Davide & Marin, Giovanni & Rentocchini, Francesco & Vona, Francesco, 2023. "Routinization, within-occupation task changes and long-run employment dynamics," Research Policy, Elsevier, vol. 52(1).
  9. Lingmont, Derek N.J. & Alexiou, Andreas, 2020. "The contingent effect of job automating technology awareness on perceived job insecurity: Exploring the moderating role of organizational culture," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
  10. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
  11. 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.
  12. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
  13. Stanislav Ivanov, 2020. "The impact of automation on tourism and hospitality jobs," Information Technology & Tourism, Springer, vol. 22(2), pages 205-215, June.
  14. Ludvík Eger, 2022. "The demands on competencies for digital transformation and the perception of business students," International Journal of Teaching and Education, European Research Center, vol. 10(1), pages 10-26, April.
  15. Ehlert, Martin, 2020. "No Future, No Training? Explaining Cross-national Variation in the Effect of Job Tasks On Training Participation [Keine Zukunft, keine Weiterbildung? Zur Erklärung von Länderunterschieden im Effekt," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 72(S1), pages 483-510.
  16. Beier, Grischa & Matthess, Marcel & Shuttleworth, Luke & Guan, Ting & de Oliveira Pereira Grudzien, David Iubel & Xue, Bing & Pinheiro de Lima, Edson & Chen, Ling, 2022. "Implications of Industry 4.0 on industrial employment: A comparative survey from Brazilian, Chinese, and German practitioners," Technology in Society, Elsevier, vol. 70(C).
  17. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  18. Egana-delSol, Pablo & Bustelo, Monserrat & Ripani, Laura & Soler, Nicolas & Viollaz, Mariana, 2022. "Automation in Latin America: Are Women at Higher Risk of Losing Their Jobs?," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  19. Adam Jabłoński & Marek Jabłoński, 2020. "Social Perspectives in Digital Business Models of Railway Enterprises," Energies, MDPI, vol. 13(23), pages 1-20, December.
  20. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2019. "Digitalization and the future of work: Macroeconomic consequences," ZEW Discussion Papers 19-024, ZEW - Leibniz Centre for European Economic Research.
  21. Akaev, Askar & Devezas, Tessaleno & Ichkitidze, Yuri & Sarygulov, Askar, 2021. "Forecasting the labor intensity and labor income share for G7 countries in the digital age," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
  22. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
  23. 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.
  24. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  25. Zhihui Dai & Yue Niu & Hongru Zhang & Xiaodi Niu, 2022. "Impact of the Transforming and Upgrading of China’s Labor-Intensive Manufacturing Industry on the Labor Market," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
  26. Dengler, Katharina & Hiesinger, Karolin & Tisch, Anita, 2022. "Digital transformation: The role of computer use in employee health," Economics & Human Biology, Elsevier, vol. 46(C).
  27. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  28. Li, Chengming & Huo, Peng & Wang, Zeyu & Zhang, Weiguang & Liang, Feiyan & Mardani, Abbas, 2023. "Digitalization generates equality? Enterprises’ digital transformation, financing constraints, and labor share in China," Journal of Business Research, Elsevier, vol. 163(C).
  29. Tobias Maier, 2022. "Change in occupational tasks and its implications: evidence from a task panel from 1973 to 2011 for Western Germany," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 889-921, June.
  30. Gao, Peng & Zhang, Kunpeng & Zheng, Peng, 2024. "The impact of industrial digitization on the global value chains position: Evidence from China’ s industry sectors," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 147-162.
  31. Uwe Blien & Oliver Ludewig & Anja Rossen, 2023. "Contradictory effects of technological change across developed countries," Review of International Economics, Wiley Blackwell, vol. 31(2), pages 580-608, May.
  32. Friedrich, Teresa Sophie & Laible, Marie-Christine & Pollak, Reinhard & Schongen, Sebastian & Schulz, Benjamin & Vicari, Basha, 2021. "Grasping Digitalization in the Working World: An Example From the German National Educational Panel Study [Die Erfassung von Digitalisierung in der Arbeitswelt: Ein Beispiel aus dem Nationalen Bild," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 72(4), pages 415-452.
  33. Uma RANI & Damian GRIMSHAW, 2019. "Introduction: What does the future promise for work, employment and society?," International Labour Review, International Labour Organization, vol. 158(4), pages 577-592, December.
  34. Xiaowen Li & Yiming Tan & Desheng Xue, 2022. "From World Factory to Global City-Region: The Dynamics of Manufacturing in the Pearl River Delta and Its Spatial Pattern in the 21st Century," Land, MDPI, vol. 11(5), pages 1-19, April.
  35. Emil Mihaylov & Kea Tijdens, 2019. "Measuring the Routine and Non-Routine Task Content of 427 Four-Digit ISCO-08 Occupations," Tinbergen Institute Discussion Papers 19-035/IV, Tinbergen Institute.
  36. 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).
  37. Živilė Stankevičiūtė & Eglė Staniškienė & Joana Ramanauskaitė, 2021. "The Impact of Job Insecurity on Employee Happiness at Work: A Case of Robotised Production Line Operators in Furniture Industry in Lithuania," Sustainability, MDPI, vol. 13(3), pages 1-20, February.
  38. Wang, Huijuan & Ding, Lin & Guan, Rong & Xia, Yan, 2020. "Effects of advancing internet technology on Chinese employment: a spatial study of inter-industry spillovers," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
  39. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
  40. Živilė Stankevičiūtė & Eglė Staniškienė & Joana Ramanauskaitė, 2021. "The Impact of Job Insecurity on Organisational Citizenship Behaviour and Task Performance: Evidence from Robotised Furniture Sector Companies," IJERPH, MDPI, vol. 18(2), pages 1-17, January.
  41. Marek Jabłoński & Adam Jabłoński, 2019. "Social Factors as a Basic Driver of the Digitalization of the Business Models of Railway Companies," Sustainability, MDPI, vol. 11(12), pages 1-29, June.
  42. Andreas Eder & Wolfgang Koller & Bernhard Mahlberg, 2022. "Economy 4.0: employment effects by occupation, industry, and gender," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(4), pages 1063-1088, November.
  43. Martin Krzywdzinski, 2021. "Automation, digitalization, and changes in occupational structures in the automobile industry in Germany, Japan, and the United States: a brief history from the early 1990s until 2018 [Managing fle," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(3), pages 499-535.
  44. Egana-delSol, Pablo & Cruz, Gabriel & Micco, Alejandro, 2022. "COVID-19 and automation in a developing economy: Evidence from Chile," Technological Forecasting and Social Change, Elsevier, vol. 176(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. Xuejun Jin & Xiao Pan, 2023. "Government Attention, Market Competition and Firm Digital Transformation," Sustainability, MDPI, vol. 15(11), pages 1-27, June.
  47. Gerli, Paolo & Clement, Jessica & Esposito, Giovanni & Mora, Luca & Crutzen, Nathalie, 2022. "The hidden power of emotions: How psychological factors influence skill development in smart technology adoption," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  48. Eduard Storm, 2023. "On the measurement of tasks: does expert data get it right?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-24, December.
  49. Kolade, Oluwaseun & Owoseni, Adebowale, 2022. "Employment 5.0: The work of the future and the future of work," Technology in Society, Elsevier, vol. 71(C).
  50. Fedorets Alexandra & Kirchner Stefan & Adriaans Jule & Giering Oliver, 2022. "Data on Digital Transformation in the German Socio-Economic Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 242(5-6), pages 691-705, December.
  51. Walkowiak, Emmanuelle, 2021. "Neurodiversity of the workforce and digital transformation: The case of inclusion of autistic workers at the workplace," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  52. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
  53. Zhu, Lin & Cunningham, Scott W., 2022. "Unveiling the knowledge structure of technological forecasting and social change (1969–2020) through an NMF-based hierarchical topic model," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  54. Camiña, Ester & Díaz-Chao, Ángel & Torrent-Sellens, Joan, 2020. "Automation technologies: Long-term effects for Spanish industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
  55. Manita, Riadh & Elommal, Najoua & Baudier, Patricia & Hikkerova, Lubica, 2020. "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
  56. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
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