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Year 2026, Issue: 73, 87 - 101, 02.03.2026
https://doi.org/10.30794/pausbed.1757294
https://izlik.org/JA76UW68YP

Abstract

References

  • ABB (Ministiry of European Union). (2012). Türkiye 2012 Yılı İlerleme Raporu, AB Komisyonu Çalışma Dokümanı. http://www.abgs.gov.tr/iles/AB_Iliskileri/AdaylikSureci/IlerlemeRaporlari/2012_ilerleme_raporu_tr.pdf, (Erişim: 23.10.2012).
  • Acet, H. & Koç, Ş. (2020). Dördüncü Sanayi Devrimi’nin (Endüstri 4.0) Dünyaya ve Türkiye’ye ekonomik yansımaları. Journal of Social and Humanities Sciences Research, 7(58), 2243–2256.
  • Acemoglu, D., & Restrepo, P. (2019). The wrong kind of AI? American Economic Review, 109(9), 3031-3070.
  • Alçın, S. (2016). Üretim için Yeni Bir İzlek: Sanayi 4.0. Journal of Life Economics, 3(2), 19–30.
  • Algül, Y. (2024). Complementary Competitiveness: Crafting an Employment Policy to Address Technological Unemployment in The Age of Artificial Intelligence. Erzurum Teknik Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 19, 59-78.
  • Antonazzo, L., Stroud, D., & Weinel, M. (2023). Smart manufacturing and tasks automation in the steel industry: Reflecting on routine work and skills in Industry 4.0. Economic and Industrial Democracy, 45(3), 914-936. https://doi.org/10.1177/0143831X231201002.
  • Autor, D. H., Levy, F., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly Journal of Economics, 118(4), 1279–1333. https://doi.org/10.1162/003355303322552801.
  • Aydın, E. & Demiral, G. (2019). İşgücü Farklılığını Dikkate Alarak Endüstri 4.0’ın Zorlukları ve Yararları: Kavramsal Bir Çerçeve. İşletme Araştırmaları Dergisi, 11(3), 1976-1990.
  • Baur, C. & Wee, D. (2015). Manufacturing’s next act. McKinsey & Company, 6, 1–5. BBC.com/turkce/haberler-dunya-48771178Bessen, J. E. (2019). AI and jobs: The role of demand. NBER Working Paper No. 24235.(erişim:17.07.2025)
  • Bessen, J. E. (2019). AI and Jobs: The Role of Demand. In A. Agrawal & J. Gans & A. Goldfarb (Eds.), The Economics of Artificial Intelligence: An Agenda (pp. 291-307). University of Chicago Press.
  • Broughton, A., Gloster, R., Marvell, R., Green, M., & Martin, A. (2018). The experiences of individuals in the gig economy_p67.
  • Brynjolfsson, E., & McAfee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. W.W. Norton & Company.
  • Bughin, J., Hazan, E., Lund, S., Dahlström, P., Wiesinger, A., & Subramaniam, A. (2018). Skill shift: Automation and the future of the workforce. McKinsey Global Institute, 1, 3-84.
  • Chen, Q., & Kim, Y. (2021). Skills in Demand: Industry 4.0 Workforce. International Journal of Human Resource Management, 25(4), 210-228.
  • Degryse, C. (2016). Digitalization of the economy and its impact on labour markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2730550.
  • Davidsson, P., Hajinasab, B., Holmgren, J., Jevinger, A. & Persson, J. A. (2016). The fourth wave of digitalization and public transport: opportunities and challenges. Sustainability, 8, 1–16.
  • Derinöz, Z. & Özkanlı, İ. (2018). Sanayi 4.0’ın Türkiye’de Gelişimi. İstihdamda 3İ Dergisi. (27). Türkiye İş Kurumu. 80-83.
  • Ejsmont, K. (2021). The Impact of Industry 4.0 on Employees—Insights from Australia. Sustainability, 13(6), 3095. https://doi.org/10.3390/su13063095.
  • Freeman, C., & Louçã, F. (2001). As time goes by: From the industrial revolutions to the information revolution. Oxford University Press.
  • Frey, C. B., & Osborne, M. A. (2017). The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change, 114, 254–280. https://doi.org/10.1016/j.techfore.2016.08.019
  • Göktaş, P. & Kılıç, R. C. (2018). Possible effects of industry 4.0 on the entrepreneurship. Journal of Social And Humanities Sciences Research, 5(28), 3383–3393.
  • Gökhan, Ö. (2020). Eklemeli Üretim Teknolojileri Üzerine Bir Derleme. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 9(1), 606–621.
  • Gupta, R., & Patel, S. (2017). "Human-Machine Collaboration in Industry 4.0: A Case Study." Robotics and Automation Research, 15(6), 345-367.
  • Hepaktan, C. E., & Şimşek, D. (2022). Industry 4.0 and the future of the labor market. İzmir Journal of Social Sciences, 4(2), 80–88. https://doi.org/10.47899/ijss.1174005.
  • Hötte, K., Somers, M., & Theodorakopoulos, A. (2023). Technology and jobs: A systematic literature review. Technological Forecasting and Social Change, 194, 122750.
  • ILO (International Labour Organization). (2021). World employment and social outlook: Trends 2021. https://www.ilo.org/global/research/global-reports/weso/2021/lang--en/index.htm.
  • ILO (International Labour Organization). (2020). Digital labour platforms and the future of work: Towards decent work in the online world.
  • ILO (International Labor Organization). (2019). ILO Centenary Declaration for the Future of Work. Jones, P., and Wang, L. (2020). "Automation and Job Displacement: A Comprehensive Review." Journal of Industrial Robotics, 18(2), 123-145.
  • Kagermann, H. (2015). Change through digitization—Value creation in the age of Industry 4.0. In Management of permanent change (pp. 23–45). Springer.
  • Kagermann, H., Helbig, J., Hellinger, A., & Wahlster, W. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry; final report of the Industrie 4.0 Working Group. Forschungsunion.
  • Kurtulmuş, N. (2001). Sanayi ötesi dönüşüm: Küreselleşme ve insan kaynakları boyutuyla. İz Yayıncılık.
  • Li, H., & Zhang, M. (2019). "Sectoral Variances in the Adoption of Industry 4.0 Technologies." Journal of Manufacturing Trends, 30(5), 78-95.
  • Lu, Y. (2017). Industry 4.0: A Survey on Technologies, Applications and Open Research Issues. Journal of Industrial Information Integration, 6, 1–10.
  • McKinsey Global Institute. (2016). Industry 4.0: Where manufacturers are finding value and how they can best capture it. McKinsey & Company.
  • Mokyr, J. (1990). The lever of riches: Technological creativity and economic progress. Oxford University Press.
  • Nelson, J. P., Biddle, J. B. & Shapira, P. (2023). Applications and Societal Implications of Artificial Intelligence in Manufacturing: A Systematic Review.
  • OECD (Organisation for Economic Co-operation and Development). (2020). Skills for a digital world. OECD Publishing. https://doi.org/10.1787/9789264273101-en.
  • OECD. (2019). OECD Employment Outlook 2019: The Future of Work. OECD Publishing. https://doi.org/10.1787/9ee00155-en.
  • OECD. (2017). The Next Production Revolution: Implications for Governments and Business. OECD Publishing, Paris.
  • Rojko, A. (2023). Industry 4.0 in manufacturing: The need for workforce upskilling and organizational restructuring. Procedia Computer Science, 219, 1204–1211. https://doi.org/10.1016/j.procs.2023.01.154.
  • Rüßmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M. (2015). Industry 4.0: The future of productivity and growth in manufacturing industries. Boston consulting group, 9(1), 54-89.
  • Schwab, K. (2017). The Fourth Industrial Revolution. World Economic Forum.
  • Taylor, F. W. (1911). The principles of scientific management. Harper & Brothers.
  • T.C. Sanayi ve Teknoloji Bakanlığı (Republic of Turkey Ministry of Industry and Technology). (2019). Türkiye Cumhuriyeti Sanayi ve Teknoloji Bakanlığı Stratejik Plan 2020-2024. (Republic of Türkiye Ministry of Industry and Technology Strategic Plan 2020-2024.)
  • T.C. Sanayi ve Teknoloji Bakanlığı. (Republic of Turkey Ministry of Industry and Technology).(2019). 2023 Sanayi ve Teknoloji Stratejisi. (2023 Industry and Technology Strategy.)
  • TÜİK (Turkish Statistical Institute). (2023). Employment statistics and labor market reports. www.tüik.gov.tr.
  • TÜİK (Turkish Statistical Institute). (2015). Turkey's Internet Usage Habits. www.tuik.gov.tr.
  • TÜRK-İŞ. (Confederation of Turkish Trade Unions). (2012). Ulusal İstihdam Stratejisi: Eleştirel Bir Bakış. Ulusal İstihdam Stratejisi Sempozyumu. (National Employment Strategy: A Critical View. National Employment Strategy Symposium.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2016). Türkiye'nin Küresel Rekabetçiliği İçin Bir Gereklilik Olarak Sanayi 4.0. Tüsiad Yayınları. (Industry 4.0 as a Necessity for Türkiye's Global Competitiveness. TUSIAD Publications.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2017). Türkiye’nin Sanayide Dijital Dönüşüm Yetkinliği- Türkiye’nin 4. Sanayi Devrimi. (Turkey's Digital Transformation Competence in Industry- Turkey's 4th Industrial Revolution.)
  • Wang, S. Wan, J. Zhang, D. Li, D. & Zhang, C. (2015). Towards Smart Factory for Industry 4.0: A Self-Organized Multi-Agent System With Big Data Based Feedback and Coordination. Computer Networks. 101, 158-168.
  • WEF (World Economic Forum). (2020). Future of Jobs report. https://www.weforum.org/publications/the-future-of-jobs-report-2020/
  • WEF (World Economic Forum. (2015). Deep Shift – Technology Tipping Points and Societal Impact. Global Agenda Council on the Future of Software and Society. https://www.weforum.org/publications/deep-shift-technology-tipping-points-and-societal-impact/.
  • World Bank Group. (2018). World Development Report 2019: The Changing Nature of Work. World Bank.
  • Yılmaz, E. G., Imre Bıyıklı, S. & Demir, C. (2023). Impacts of Technology on Economic Growth: With Difference Between Tourism Countries and Industry Countries Aspect Based on Extended Solow Growth Model   Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration. 31(1), 1663.

Year 2026, Issue: 73, 87 - 101, 02.03.2026
https://doi.org/10.30794/pausbed.1757294
https://izlik.org/JA76UW68YP

Abstract

References

  • ABB (Ministiry of European Union). (2012). Türkiye 2012 Yılı İlerleme Raporu, AB Komisyonu Çalışma Dokümanı. http://www.abgs.gov.tr/iles/AB_Iliskileri/AdaylikSureci/IlerlemeRaporlari/2012_ilerleme_raporu_tr.pdf, (Erişim: 23.10.2012).
  • Acet, H. & Koç, Ş. (2020). Dördüncü Sanayi Devrimi’nin (Endüstri 4.0) Dünyaya ve Türkiye’ye ekonomik yansımaları. Journal of Social and Humanities Sciences Research, 7(58), 2243–2256.
  • Acemoglu, D., & Restrepo, P. (2019). The wrong kind of AI? American Economic Review, 109(9), 3031-3070.
  • Alçın, S. (2016). Üretim için Yeni Bir İzlek: Sanayi 4.0. Journal of Life Economics, 3(2), 19–30.
  • Algül, Y. (2024). Complementary Competitiveness: Crafting an Employment Policy to Address Technological Unemployment in The Age of Artificial Intelligence. Erzurum Teknik Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 19, 59-78.
  • Antonazzo, L., Stroud, D., & Weinel, M. (2023). Smart manufacturing and tasks automation in the steel industry: Reflecting on routine work and skills in Industry 4.0. Economic and Industrial Democracy, 45(3), 914-936. https://doi.org/10.1177/0143831X231201002.
  • Autor, D. H., Levy, F., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly Journal of Economics, 118(4), 1279–1333. https://doi.org/10.1162/003355303322552801.
  • Aydın, E. & Demiral, G. (2019). İşgücü Farklılığını Dikkate Alarak Endüstri 4.0’ın Zorlukları ve Yararları: Kavramsal Bir Çerçeve. İşletme Araştırmaları Dergisi, 11(3), 1976-1990.
  • Baur, C. & Wee, D. (2015). Manufacturing’s next act. McKinsey & Company, 6, 1–5. BBC.com/turkce/haberler-dunya-48771178Bessen, J. E. (2019). AI and jobs: The role of demand. NBER Working Paper No. 24235.(erişim:17.07.2025)
  • Bessen, J. E. (2019). AI and Jobs: The Role of Demand. In A. Agrawal & J. Gans & A. Goldfarb (Eds.), The Economics of Artificial Intelligence: An Agenda (pp. 291-307). University of Chicago Press.
  • Broughton, A., Gloster, R., Marvell, R., Green, M., & Martin, A. (2018). The experiences of individuals in the gig economy_p67.
  • Brynjolfsson, E., & McAfee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. W.W. Norton & Company.
  • Bughin, J., Hazan, E., Lund, S., Dahlström, P., Wiesinger, A., & Subramaniam, A. (2018). Skill shift: Automation and the future of the workforce. McKinsey Global Institute, 1, 3-84.
  • Chen, Q., & Kim, Y. (2021). Skills in Demand: Industry 4.0 Workforce. International Journal of Human Resource Management, 25(4), 210-228.
  • Degryse, C. (2016). Digitalization of the economy and its impact on labour markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2730550.
  • Davidsson, P., Hajinasab, B., Holmgren, J., Jevinger, A. & Persson, J. A. (2016). The fourth wave of digitalization and public transport: opportunities and challenges. Sustainability, 8, 1–16.
  • Derinöz, Z. & Özkanlı, İ. (2018). Sanayi 4.0’ın Türkiye’de Gelişimi. İstihdamda 3İ Dergisi. (27). Türkiye İş Kurumu. 80-83.
  • Ejsmont, K. (2021). The Impact of Industry 4.0 on Employees—Insights from Australia. Sustainability, 13(6), 3095. https://doi.org/10.3390/su13063095.
  • Freeman, C., & Louçã, F. (2001). As time goes by: From the industrial revolutions to the information revolution. Oxford University Press.
  • Frey, C. B., & Osborne, M. A. (2017). The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change, 114, 254–280. https://doi.org/10.1016/j.techfore.2016.08.019
  • Göktaş, P. & Kılıç, R. C. (2018). Possible effects of industry 4.0 on the entrepreneurship. Journal of Social And Humanities Sciences Research, 5(28), 3383–3393.
  • Gökhan, Ö. (2020). Eklemeli Üretim Teknolojileri Üzerine Bir Derleme. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 9(1), 606–621.
  • Gupta, R., & Patel, S. (2017). "Human-Machine Collaboration in Industry 4.0: A Case Study." Robotics and Automation Research, 15(6), 345-367.
  • Hepaktan, C. E., & Şimşek, D. (2022). Industry 4.0 and the future of the labor market. İzmir Journal of Social Sciences, 4(2), 80–88. https://doi.org/10.47899/ijss.1174005.
  • Hötte, K., Somers, M., & Theodorakopoulos, A. (2023). Technology and jobs: A systematic literature review. Technological Forecasting and Social Change, 194, 122750.
  • ILO (International Labour Organization). (2021). World employment and social outlook: Trends 2021. https://www.ilo.org/global/research/global-reports/weso/2021/lang--en/index.htm.
  • ILO (International Labour Organization). (2020). Digital labour platforms and the future of work: Towards decent work in the online world.
  • ILO (International Labor Organization). (2019). ILO Centenary Declaration for the Future of Work. Jones, P., and Wang, L. (2020). "Automation and Job Displacement: A Comprehensive Review." Journal of Industrial Robotics, 18(2), 123-145.
  • Kagermann, H. (2015). Change through digitization—Value creation in the age of Industry 4.0. In Management of permanent change (pp. 23–45). Springer.
  • Kagermann, H., Helbig, J., Hellinger, A., & Wahlster, W. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry; final report of the Industrie 4.0 Working Group. Forschungsunion.
  • Kurtulmuş, N. (2001). Sanayi ötesi dönüşüm: Küreselleşme ve insan kaynakları boyutuyla. İz Yayıncılık.
  • Li, H., & Zhang, M. (2019). "Sectoral Variances in the Adoption of Industry 4.0 Technologies." Journal of Manufacturing Trends, 30(5), 78-95.
  • Lu, Y. (2017). Industry 4.0: A Survey on Technologies, Applications and Open Research Issues. Journal of Industrial Information Integration, 6, 1–10.
  • McKinsey Global Institute. (2016). Industry 4.0: Where manufacturers are finding value and how they can best capture it. McKinsey & Company.
  • Mokyr, J. (1990). The lever of riches: Technological creativity and economic progress. Oxford University Press.
  • Nelson, J. P., Biddle, J. B. & Shapira, P. (2023). Applications and Societal Implications of Artificial Intelligence in Manufacturing: A Systematic Review.
  • OECD (Organisation for Economic Co-operation and Development). (2020). Skills for a digital world. OECD Publishing. https://doi.org/10.1787/9789264273101-en.
  • OECD. (2019). OECD Employment Outlook 2019: The Future of Work. OECD Publishing. https://doi.org/10.1787/9ee00155-en.
  • OECD. (2017). The Next Production Revolution: Implications for Governments and Business. OECD Publishing, Paris.
  • Rojko, A. (2023). Industry 4.0 in manufacturing: The need for workforce upskilling and organizational restructuring. Procedia Computer Science, 219, 1204–1211. https://doi.org/10.1016/j.procs.2023.01.154.
  • Rüßmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M. (2015). Industry 4.0: The future of productivity and growth in manufacturing industries. Boston consulting group, 9(1), 54-89.
  • Schwab, K. (2017). The Fourth Industrial Revolution. World Economic Forum.
  • Taylor, F. W. (1911). The principles of scientific management. Harper & Brothers.
  • T.C. Sanayi ve Teknoloji Bakanlığı (Republic of Turkey Ministry of Industry and Technology). (2019). Türkiye Cumhuriyeti Sanayi ve Teknoloji Bakanlığı Stratejik Plan 2020-2024. (Republic of Türkiye Ministry of Industry and Technology Strategic Plan 2020-2024.)
  • T.C. Sanayi ve Teknoloji Bakanlığı. (Republic of Turkey Ministry of Industry and Technology).(2019). 2023 Sanayi ve Teknoloji Stratejisi. (2023 Industry and Technology Strategy.)
  • TÜİK (Turkish Statistical Institute). (2023). Employment statistics and labor market reports. www.tüik.gov.tr.
  • TÜİK (Turkish Statistical Institute). (2015). Turkey's Internet Usage Habits. www.tuik.gov.tr.
  • TÜRK-İŞ. (Confederation of Turkish Trade Unions). (2012). Ulusal İstihdam Stratejisi: Eleştirel Bir Bakış. Ulusal İstihdam Stratejisi Sempozyumu. (National Employment Strategy: A Critical View. National Employment Strategy Symposium.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2016). Türkiye'nin Küresel Rekabetçiliği İçin Bir Gereklilik Olarak Sanayi 4.0. Tüsiad Yayınları. (Industry 4.0 as a Necessity for Türkiye's Global Competitiveness. TUSIAD Publications.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2017). Türkiye’nin Sanayide Dijital Dönüşüm Yetkinliği- Türkiye’nin 4. Sanayi Devrimi. (Turkey's Digital Transformation Competence in Industry- Turkey's 4th Industrial Revolution.)
  • Wang, S. Wan, J. Zhang, D. Li, D. & Zhang, C. (2015). Towards Smart Factory for Industry 4.0: A Self-Organized Multi-Agent System With Big Data Based Feedback and Coordination. Computer Networks. 101, 158-168.
  • WEF (World Economic Forum). (2020). Future of Jobs report. https://www.weforum.org/publications/the-future-of-jobs-report-2020/
  • WEF (World Economic Forum. (2015). Deep Shift – Technology Tipping Points and Societal Impact. Global Agenda Council on the Future of Software and Society. https://www.weforum.org/publications/deep-shift-technology-tipping-points-and-societal-impact/.
  • World Bank Group. (2018). World Development Report 2019: The Changing Nature of Work. World Bank.
  • Yılmaz, E. G., Imre Bıyıklı, S. & Demir, C. (2023). Impacts of Technology on Economic Growth: With Difference Between Tourism Countries and Industry Countries Aspect Based on Extended Solow Growth Model   Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration. 31(1), 1663.

ENDÜSTRİ 4.0 İLE YAPAY ZEKÂNIN ÇALIŞMA HAYATINA ETKİLERİ ÜZERİNE KARŞILAŞTIRMALI BİR ANALİZ ÇALIŞMASI

Year 2026, Issue: 73, 87 - 101, 02.03.2026
https://doi.org/10.30794/pausbed.1757294
https://izlik.org/JA76UW68YP

Abstract

Bu çalışma, Endüstri 4.0 teknolojilerinin çalışma hayatı üzerindeki yapısal etkilerini analiz etmeyi amaçlamaktadır. Endüstriyel ilişkilerin tarihsel dönüşümünü izleyerek, dijitalleşme ve yapay zekânın mesleklerin doğasını ve işgücü yapılarını nasıl yeniden şekillendirdiğini değerlendirmektedir. Araştırma, Dünya Ekonomik Forumu ve TÜİK gibi önemli kaynaklardan elde edilen veriye dayalı nitel bir içerik analizi yaklaşımı kullanmaktadır. Bu tablolardaki veriler, sektörel risk dağılımlarına, mesleki evrime ve değişen işgücü dinamiklerine odaklanarak karşılaştırmalı bir bakış açısıyla incelenmiştir. Otomasyon ve dijital dönüşümün, tekrarlayan ve düşük beceri gerektiren mesleklerde istihdamı önemli ölçüde azaltması ve veri analizi, yapay zekâ ve dijital güvenlik gibi alanlarda talebi artırması beklenmektedir. Bu çalışma, tarihsel, sektörel ve mesleki perspektifleri bir araya getirerek Endüstri 4.0'ın etkilerine dair bütüncül ve görsel destekli bir analiz sunmaktadır. Mevcut alan yazındaki (literatürdeki) birçok parçalı yaklaşımın aksine, dönüşüm sürecini yapılandırılmış ve karşılaştırmalı yorumlarla sentezleyerek politika, işgücü planlaması ve gelecekteki araştırmalar için özgün içgörüler sunmaktadır.

References

  • ABB (Ministiry of European Union). (2012). Türkiye 2012 Yılı İlerleme Raporu, AB Komisyonu Çalışma Dokümanı. http://www.abgs.gov.tr/iles/AB_Iliskileri/AdaylikSureci/IlerlemeRaporlari/2012_ilerleme_raporu_tr.pdf, (Erişim: 23.10.2012).
  • Acet, H. & Koç, Ş. (2020). Dördüncü Sanayi Devrimi’nin (Endüstri 4.0) Dünyaya ve Türkiye’ye ekonomik yansımaları. Journal of Social and Humanities Sciences Research, 7(58), 2243–2256.
  • Acemoglu, D., & Restrepo, P. (2019). The wrong kind of AI? American Economic Review, 109(9), 3031-3070.
  • Alçın, S. (2016). Üretim için Yeni Bir İzlek: Sanayi 4.0. Journal of Life Economics, 3(2), 19–30.
  • Algül, Y. (2024). Complementary Competitiveness: Crafting an Employment Policy to Address Technological Unemployment in The Age of Artificial Intelligence. Erzurum Teknik Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 19, 59-78.
  • Antonazzo, L., Stroud, D., & Weinel, M. (2023). Smart manufacturing and tasks automation in the steel industry: Reflecting on routine work and skills in Industry 4.0. Economic and Industrial Democracy, 45(3), 914-936. https://doi.org/10.1177/0143831X231201002.
  • Autor, D. H., Levy, F., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly Journal of Economics, 118(4), 1279–1333. https://doi.org/10.1162/003355303322552801.
  • Aydın, E. & Demiral, G. (2019). İşgücü Farklılığını Dikkate Alarak Endüstri 4.0’ın Zorlukları ve Yararları: Kavramsal Bir Çerçeve. İşletme Araştırmaları Dergisi, 11(3), 1976-1990.
  • Baur, C. & Wee, D. (2015). Manufacturing’s next act. McKinsey & Company, 6, 1–5. BBC.com/turkce/haberler-dunya-48771178Bessen, J. E. (2019). AI and jobs: The role of demand. NBER Working Paper No. 24235.(erişim:17.07.2025)
  • Bessen, J. E. (2019). AI and Jobs: The Role of Demand. In A. Agrawal & J. Gans & A. Goldfarb (Eds.), The Economics of Artificial Intelligence: An Agenda (pp. 291-307). University of Chicago Press.
  • Broughton, A., Gloster, R., Marvell, R., Green, M., & Martin, A. (2018). The experiences of individuals in the gig economy_p67.
  • Brynjolfsson, E., & McAfee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. W.W. Norton & Company.
  • Bughin, J., Hazan, E., Lund, S., Dahlström, P., Wiesinger, A., & Subramaniam, A. (2018). Skill shift: Automation and the future of the workforce. McKinsey Global Institute, 1, 3-84.
  • Chen, Q., & Kim, Y. (2021). Skills in Demand: Industry 4.0 Workforce. International Journal of Human Resource Management, 25(4), 210-228.
  • Degryse, C. (2016). Digitalization of the economy and its impact on labour markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2730550.
  • Davidsson, P., Hajinasab, B., Holmgren, J., Jevinger, A. & Persson, J. A. (2016). The fourth wave of digitalization and public transport: opportunities and challenges. Sustainability, 8, 1–16.
  • Derinöz, Z. & Özkanlı, İ. (2018). Sanayi 4.0’ın Türkiye’de Gelişimi. İstihdamda 3İ Dergisi. (27). Türkiye İş Kurumu. 80-83.
  • Ejsmont, K. (2021). The Impact of Industry 4.0 on Employees—Insights from Australia. Sustainability, 13(6), 3095. https://doi.org/10.3390/su13063095.
  • Freeman, C., & Louçã, F. (2001). As time goes by: From the industrial revolutions to the information revolution. Oxford University Press.
  • Frey, C. B., & Osborne, M. A. (2017). The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change, 114, 254–280. https://doi.org/10.1016/j.techfore.2016.08.019
  • Göktaş, P. & Kılıç, R. C. (2018). Possible effects of industry 4.0 on the entrepreneurship. Journal of Social And Humanities Sciences Research, 5(28), 3383–3393.
  • Gökhan, Ö. (2020). Eklemeli Üretim Teknolojileri Üzerine Bir Derleme. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 9(1), 606–621.
  • Gupta, R., & Patel, S. (2017). "Human-Machine Collaboration in Industry 4.0: A Case Study." Robotics and Automation Research, 15(6), 345-367.
  • Hepaktan, C. E., & Şimşek, D. (2022). Industry 4.0 and the future of the labor market. İzmir Journal of Social Sciences, 4(2), 80–88. https://doi.org/10.47899/ijss.1174005.
  • Hötte, K., Somers, M., & Theodorakopoulos, A. (2023). Technology and jobs: A systematic literature review. Technological Forecasting and Social Change, 194, 122750.
  • ILO (International Labour Organization). (2021). World employment and social outlook: Trends 2021. https://www.ilo.org/global/research/global-reports/weso/2021/lang--en/index.htm.
  • ILO (International Labour Organization). (2020). Digital labour platforms and the future of work: Towards decent work in the online world.
  • ILO (International Labor Organization). (2019). ILO Centenary Declaration for the Future of Work. Jones, P., and Wang, L. (2020). "Automation and Job Displacement: A Comprehensive Review." Journal of Industrial Robotics, 18(2), 123-145.
  • Kagermann, H. (2015). Change through digitization—Value creation in the age of Industry 4.0. In Management of permanent change (pp. 23–45). Springer.
  • Kagermann, H., Helbig, J., Hellinger, A., & Wahlster, W. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry; final report of the Industrie 4.0 Working Group. Forschungsunion.
  • Kurtulmuş, N. (2001). Sanayi ötesi dönüşüm: Küreselleşme ve insan kaynakları boyutuyla. İz Yayıncılık.
  • Li, H., & Zhang, M. (2019). "Sectoral Variances in the Adoption of Industry 4.0 Technologies." Journal of Manufacturing Trends, 30(5), 78-95.
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  • OECD. (2017). The Next Production Revolution: Implications for Governments and Business. OECD Publishing, Paris.
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  • Rüßmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M. (2015). Industry 4.0: The future of productivity and growth in manufacturing industries. Boston consulting group, 9(1), 54-89.
  • Schwab, K. (2017). The Fourth Industrial Revolution. World Economic Forum.
  • Taylor, F. W. (1911). The principles of scientific management. Harper & Brothers.
  • T.C. Sanayi ve Teknoloji Bakanlığı (Republic of Turkey Ministry of Industry and Technology). (2019). Türkiye Cumhuriyeti Sanayi ve Teknoloji Bakanlığı Stratejik Plan 2020-2024. (Republic of Türkiye Ministry of Industry and Technology Strategic Plan 2020-2024.)
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  • TÜİK (Turkish Statistical Institute). (2023). Employment statistics and labor market reports. www.tüik.gov.tr.
  • TÜİK (Turkish Statistical Institute). (2015). Turkey's Internet Usage Habits. www.tuik.gov.tr.
  • TÜRK-İŞ. (Confederation of Turkish Trade Unions). (2012). Ulusal İstihdam Stratejisi: Eleştirel Bir Bakış. Ulusal İstihdam Stratejisi Sempozyumu. (National Employment Strategy: A Critical View. National Employment Strategy Symposium.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2016). Türkiye'nin Küresel Rekabetçiliği İçin Bir Gereklilik Olarak Sanayi 4.0. Tüsiad Yayınları. (Industry 4.0 as a Necessity for Türkiye's Global Competitiveness. TUSIAD Publications.)
  • TÜSİAD (Turkish Industrialists' and Businessmen's Association). (2017). Türkiye’nin Sanayide Dijital Dönüşüm Yetkinliği- Türkiye’nin 4. Sanayi Devrimi. (Turkey's Digital Transformation Competence in Industry- Turkey's 4th Industrial Revolution.)
  • Wang, S. Wan, J. Zhang, D. Li, D. & Zhang, C. (2015). Towards Smart Factory for Industry 4.0: A Self-Organized Multi-Agent System With Big Data Based Feedback and Coordination. Computer Networks. 101, 158-168.
  • WEF (World Economic Forum). (2020). Future of Jobs report. https://www.weforum.org/publications/the-future-of-jobs-report-2020/
  • WEF (World Economic Forum. (2015). Deep Shift – Technology Tipping Points and Societal Impact. Global Agenda Council on the Future of Software and Society. https://www.weforum.org/publications/deep-shift-technology-tipping-points-and-societal-impact/.
  • World Bank Group. (2018). World Development Report 2019: The Changing Nature of Work. World Bank.
  • Yılmaz, E. G., Imre Bıyıklı, S. & Demir, C. (2023). Impacts of Technology on Economic Growth: With Difference Between Tourism Countries and Industry Countries Aspect Based on Extended Solow Growth Model   Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration. 31(1), 1663.

A COMPARATIVE ANALYSIS STUDY ON THE EFFECTS OF INDUSTRY 4.0 AND ARTIFICIAL INTELLIGENCE ON WORKING LIFE

Year 2026, Issue: 73, 87 - 101, 02.03.2026
https://doi.org/10.30794/pausbed.1757294
https://izlik.org/JA76UW68YP

Abstract

This study aims to analyze the structural impacts of Industry 4.0 technologies on working life. Tracing the historical transformation of industrial relations, it evaluates how digitalization, automation, and artificial intelligence are reshaping the workforce structures. The research employs a qualitative content analysis approach based on data derived from major sources such as the World Economic Forum (WEF) and TUIK. The data within these tables are examined through a comparative lens, focusing on sectoral risk distributions, occupational evolution, and the shifting dynamics of labor. Automation and digital transformation are expected to significantly reduce employment in repetitive, low-skill occupations, while generating increased demand in fields such as data analysis, artificial intelligence, and digital security. This study offers a holistic and visually supported analysis of the effects of Industry 4.0 by integrating historical, sectoral, and occupational perspectives. Unlike many fragmented approaches in the existing literature, it synthesizes the transformation process through structured and comparative interpretations, providing original insights for policy, workforce planning, and future research.

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There are 55 citations in total.

Details

Primary Language English
Subjects Management Sociology
Journal Section Research Article
Authors

Bilal Ezilmez 0000-0001-6806-8376

Submission Date August 3, 2025
Acceptance Date October 30, 2025
Publication Date March 2, 2026
DOI https://doi.org/10.30794/pausbed.1757294
IZ https://izlik.org/JA76UW68YP
Published in Issue Year 2026 Issue: 73

Cite

APA Ezilmez, B. (2026). A COMPARATIVE ANALYSIS STUDY ON THE EFFECTS OF INDUSTRY 4.0 AND ARTIFICIAL INTELLIGENCE ON WORKING LIFE. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 73, 87-101. https://doi.org/10.30794/pausbed.1757294
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