IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v264y2023ics0925527323002128.html
   My bibliography  Save this article

Automation and off(re)shoring: A meta-regression analysis

Author

Listed:
  • Pinheiro, Alexandra
  • Sochirca, Elena
  • Afonso, Oscar
  • Neves, Pedro Cunha

Abstract

Offshoring characterizes much of the globalization phenomenon of the last century. However, the rapid development of automation technologies, combined with the disruption of Global Value Chains experienced at the international level, have put pressure on multinational's decisions regarding location of production activities.

Suggested Citation

  • Pinheiro, Alexandra & Sochirca, Elena & Afonso, Oscar & Neves, Pedro Cunha, 2023. "Automation and off(re)shoring: A meta-regression analysis," International Journal of Production Economics, Elsevier, vol. 264(C).
    • Handle: RePEc:eee:proeco:v:264:y:2023:i:c:s0925527323002128
    DOI: 10.1016/j.ijpe.2023.108980
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527323002128
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2023.108980?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Matilde Cardoso & Pedro Cunha Neves & Oscar Afonso & Elena Sochirca, 2021. "The effects of offshoring on wages: a meta-analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(1), pages 149-179, February.
    2. Chris (hristos) Doucouliagos & Patrice Laroche, 2009. "Unions and Profits: A Meta-Regression Analysis," Post-Print hal-02138153, HAL.
    3. Dachs, Bernhard & Kinkel, Steffen & Jäger, Angela, 2019. "Bringing it all back home? Backshoring of manufacturing activities and the adoption of Industry 4.0 technologies," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
    4. Kedia, Ben L. & Mukherjee, Debmalya, 2009. "Understanding offshoring: A research framework based on disintegration, location and externalization advantages," Journal of World Business, Elsevier, vol. 44(3), pages 250-261, July.
    5. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    6. Balima, Hippolyte W. & Sokolova, Anna, 2021. "IMF programs and economic growth: A meta-analysis," Journal of Development Economics, Elsevier, vol. 153(C).
    7. Adriana D. Kugler & Maurice Kugler & Laura Ripani & Rodimiro Rodrigo, 2020. "U.S. Robots and their Impacts in the Tropics: Evidence from Colombian Labor Markets," NBER Working Papers 28034, National Bureau of Economic Research, Inc.
    8. John Dunning, 2001. "The Eclectic (OLI) Paradigm of International Production: Past, Present and Future," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(2), pages 173-190.
    9. Mehmet Ugur, 2014. "Corruption'S Direct Effects On Per-Capita Income Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 28(3), pages 472-490, July.
    10. Prettner, Klaus, 2019. "A Note On The Implications Of Automation For Economic Growth And The Labor Share," Macroeconomic Dynamics, Cambridge University Press, vol. 23(3), pages 1294-1301, April.
    11. Tiago Neves Sequeira & Pedro Cunha Neves, 2020. "Stepping on toes in the production of knowledge: a meta-regression analysis," Applied Economics, Taylor & Francis Journals, vol. 52(3), pages 260-274, January.
    12. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    13. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna & Guidi, Francesco, 2016. "R&D and productivity in OECD firms and industries: A hierarchical meta-regression analysis," Research Policy, Elsevier, vol. 45(10), pages 2069-2086.
    14. 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.
    15. Krenz, Astrid & Prettner, Klaus & Strulik, Holger, 2021. "Robots, reshoring, and the lot of low-skilled workers," European Economic Review, Elsevier, vol. 136(C).
    16. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    17. Chris Doucouliagos, 2005. "Publication Bias in the Economic Freedom and Economic Growth Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 367-387, July.
    18. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    19. Anna Sokolova & Todd Sorensen, 2021. "Monopsony in Labor Markets: A Meta-Analysis," ILR Review, Cornell University, ILR School, vol. 74(1), pages 27-55, January.
    20. Jesús F. Lampón & Javier González-Benito, 2020. "Backshoring and improved key manufacturing resources in firms’ home location," International Journal of Production Research, Taylor & Francis Journals, vol. 58(20), pages 6268-6282, October.
    21. Arild Aspelund & Vitali Butsko, 2010. "Small And Middle‐Sized Enterprises' Offshoring Production: A Study Of Firm Decisions And Consequences," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 101(3), pages 262-275, July.
    22. Tomas Havranek & Anna Sokolova, 2020. "Do Consumers Really Follow a Rule of Thumb? Three Thousand Estimates from 144 Studies Say 'Probably Not'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 97-122, January.
    23. Claire Joubioux & Evelyne Vanpoucke, 2016. "Towards right-shoring: a framework for off-and re-shoring decision making," Operations Management Research, Springer, vol. 9(3), pages 117-132, December.
    24. Carbonero, Francesco. & Ernst, Ekkehard & Weber, Enzo., 2018. "Robots worldwide the impact of automation on employment and trade," ILO Working Papers 995008793402676, International Labour Organization.
    25. Roza, Marja & Van den Bosch, Frans A.J. & Volberda, Henk W., 2011. "Offshoring strategy: Motives, functions, locations, and governance modes of small, medium-sized and large firms," International Business Review, Elsevier, vol. 20(3), pages 314-323, June.
    26. Benedetta Piatanesi & Josep‐Maria Arauzo‐Carod, 2019. "Backshoring and nearshoring: An overview," Growth and Change, Wiley Blackwell, vol. 50(3), pages 806-823, September.
    27. T. D. Stanley & Stephen B. Jarrell, 2005. "Meta‐Regression Analysis: A Quantitative Method of Literature Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 299-308, July.
    28. Johansson, Malin & Olhager, Jan, 2018. "Comparing offshoring and backshoring: The role of manufacturing site location factors and their impact on post-relocation performance," International Journal of Production Economics, Elsevier, vol. 205(C), pages 37-46.
    29. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    30. Ercan Oztemel & Samet Gursev, 2020. "Literature review of Industry 4.0 and related technologies," Journal of Intelligent Manufacturing, Springer, vol. 31(1), pages 127-182, January.
    31. Jan Stentoft & Christopher Rajkumar, 2020. "The relevance of Industry 4.0 and its relationship with moving manufacturing out, back and staying at home," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 2953-2973, May.
    32. Afonso, Oscar & Neves, Pedro Cunha & Pinto, Tiago, 2020. "The non-observed economy and economic growth: A meta-analysis," Economic Systems, Elsevier, vol. 44(1).
    33. McIvor, Ronan & Bals, Lydia, 2021. "A multi-theory framework for understanding the reshoring decision," International Business Review, Elsevier, vol. 30(6).
    34. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    35. Butollo, Florian, 2021. "Digitalization and the geographies of production: Towards reshoring or global fragmentation?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(2), pages 259-278.
    36. Diaz Pavez, Luis R. & Martínez-Zarzoso, Inmaculada, 2021. "The impact of local and foreign automation on labor market outcomes in emerging countries," University of Göttingen Working Papers in Economics 423, University of Goettingen, Department of Economics.
    37. Hristos Doucouliagos & Patrice Laroche, 2009. "Unions and Profits: A meta-regression Analysis," Post-Print hal-00648569, HAL.
    38. Ancarani, Alessandro & Di Mauro, Carmela & Mascali, Francesco, 2019. "Backshoring strategy and the adoption of Industry 4.0: Evidence from Europe," Journal of World Business, Elsevier, vol. 54(4), pages 360-371.
    39. Katherine Stapleton & Michael Webb, 2020. "Automation, trade and multinational activity: Micro evidence from Spain," CSAE Working Paper Series 2020-16, Centre for the Study of African Economies, University of Oxford.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Albert Weichselbraun & Norman Süsstrunk & Roger Waldvogel & André Glatzl & Adrian M. P. Braşoveanu & Arno Scharl, 2024. "Anticipating Job Market Demands—A Deep Learning Approach to Determining the Future Readiness of Professional Skills," Future Internet, MDPI, vol. 16(5), pages 1-19, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Neves, Pedro Cunha & Afonso, Oscar & Silva, Diana & Sochirca, Elena, 2021. "The link between intellectual property rights, innovation, and growth: A meta-analysis," Economic Modelling, Elsevier, vol. 97(C), pages 196-209.
    2. Matilde Cardoso & Pedro Cunha Neves & Oscar Afonso & Elena Sochirca, 2021. "The effects of offshoring on wages: a meta-analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(1), pages 149-179, February.
    3. Afonso, Oscar & Neves, Pedro Cunha & Pinto, Tiago, 2020. "The non-observed economy and economic growth: A meta-analysis," Economic Systems, Elsevier, vol. 44(1).
    4. Artuc, Erhan & Bastos, Paulo & Rijkers, Bob, 2023. "Robots, tasks, and trade," Journal of International Economics, Elsevier, vol. 145(C).
    5. Andreas Baur & Lisandra Flach & Isabella Gourevich & Florian Unger, 2023. "North-South Trade: The Impact of Robotization," CESifo Working Paper Series 10865, CESifo.
    6. Diaz Pavez, Luis R. & Martínez-Zarzoso, Inmaculada, 2021. "The impact of local and foreign automation on labor market outcomes in emerging countries," University of Göttingen Working Papers in Economics 423, University of Goettingen, Department of Economics.
    7. Pedro Neves & Tiago Sequeira, 2017. "The Production of Knowledge: A Meta-Regression Analysis," CEFAGE-UE Working Papers 2017_03, University of Evora, CEFAGE-UE (Portugal).
    8. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    9. Tiago Neves Sequeira & Pedro Cunha Neves, 2020. "Stepping on toes in the production of knowledge: a meta-regression analysis," Applied Economics, Taylor & Francis Journals, vol. 52(3), pages 260-274, January.
    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. Kinkel, Steffen & Capestro, Mauro & Di Maria, Eleonora & Bettiol, Marco, 2023. "Artificial intelligence and relocation of production activities: An empirical cross-national study," International Journal of Production Economics, Elsevier, vol. 261(C).
    12. Hidalgo, Camila & Micco, Alejandro, 2024. "Computerization, offshoring and trade: The effect on developing countries," World Development, Elsevier, vol. 180(C).
    13. Polák, Petr, 2017. "The productivity paradox: A meta-analysis," Information Economics and Policy, Elsevier, vol. 38(C), pages 38-54.
    14. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
    15. Azmeh, Shamel & Nguyen, Huong & Kuhn, Marlene, 2022. "Automation and industrialisation through global value chains: North Africa in the German automotive wiring harness industry," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 125-138.
    16. Neves, Pedro Cunha & Sequeira, Tiago Neves, 2018. "Spillovers in the production of knowledge: A meta-regression analysis," Research Policy, Elsevier, vol. 47(4), pages 750-767.
    17. Mukherjee, Debmalya & Kumar, Satish & Pandey, Nitesh & Lahiri, Somnath, 2023. "Is offshoring dead? A multidisciplinary review and future directions," Journal of International Management, Elsevier, vol. 29(3).
    18. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    19. Alguacil Marí, María Teresa & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2020. "What is so special about robots and trade?," University of Göttingen Working Papers in Economics 410, University of Goettingen, Department of Economics.
    20. Sebri, Maamar & Dachraoui, Hajer, 2021. "Natural resources and income inequality: A meta-analytic review," Resources Policy, Elsevier, vol. 74(C).

    More about this item

    Keywords

    Offshoring; Reshoring; Automation; Meta-analysis;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:proeco:v:264:y:2023:i:c:s0925527323002128. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.