IDEAS home Printed from https://ideas.repec.org/a/eee/joecag/v29y2024ics2212828x24000306.html
   My bibliography  Save this article

Growing older and growing technologically backward? Population ageing and high-technology exports of 171 countries

Author

Listed:
  • Tan, Na
  • Liang, Xiaojun
  • Chang, Liang

Abstract

This study examines the impact of population ageing on high-technology exports, employing both theoretical and empirical analyses. Using data of 171 countries from 2000 to 2019, we find that higher population ageing significantly reduces a country’s high-technology exports. On average, a country’s high-technology exports decline by 0.5–1.1 percent for every one percent increase in population ageing. Moreover, the negative effects of ageing populations on high-technology exports are mitigated in countries with greater utilization of industrial robots, higher digital economy development, and superior institutional quality. The mechanism analysis suggests that population ageing primarily influences high-technology exports through increasing production costs and reducing human capital levels. The results remain valid after applying instrumental variables approaches and exploiting an exogenous policy shock. This paper presents the most comprehensive analysis to date of the relationship between a country’s age structure and its export capacity, with a particular focus on high-technology products.

Suggested Citation

  • Tan, Na & Liang, Xiaojun & Chang, Liang, 2024. "Growing older and growing technologically backward? Population ageing and high-technology exports of 171 countries," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
  • Handle: RePEc:eee:joecag:v:29:y:2024:i:c:s2212828x24000306
    DOI: 10.1016/j.jeoa.2024.100530
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212828X24000306
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jeoa.2024.100530?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
    ---><---

    References listed on IDEAS

    as
    1. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    2. Kuralbayeva, Karlygash & Stefanski, Radoslaw, 2013. "Windfalls, structural transformation and specialization," Journal of International Economics, Elsevier, vol. 90(2), pages 273-301.
    3. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    4. Pfeifer, Christian & Wagner, Joachim, 2014. "Is innovative firm behavior correlated with age and gender composition of the workforce? : evidence from a new type of data for German enterprises," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 47(3), pages 223-231.
    5. Ziga Cepar & Marjetka Troha, 2015. "Impact of Population Ageing on Education Level and Average Monthly Salary: The Case of Slovenia," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 13(3 (Fall)), pages 281-299.
    6. Huber, Peter & Landesmann, Michael & Robinson, Catherine & Stehrer, Robert, 2010. "Migrants' Skills and Productivity: A European Perspective," National Institute Economic Review, National Institute of Economic and Social Research, vol. 213, pages 20-34, July.
    7. Hallak, Juan Carlos & Sivadasan, Jagadeesh, 2013. "Product and process productivity: Implications for quality choice and conditional exporter premia," Journal of International Economics, Elsevier, vol. 91(1), pages 53-67.
    8. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    9. Ma, Lin & Tang, Yang, 2020. "Geography, trade, and internal migration in China," Journal of Urban Economics, Elsevier, vol. 115(C).
    10. Joseph Kopecky, 2023. "Growing older and growing apart? Population age structure and trade," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(8), pages 1694-1709, February.
    11. Cai, Jie & Stoyanov, Andrey, 2016. "Population aging and comparative advantage," Journal of International Economics, Elsevier, vol. 102(C), pages 1-21.
    12. Blatter, Marc & Muehlemann, Samuel & Schenker, Samuel, 2012. "The costs of hiring skilled workers," European Economic Review, Elsevier, vol. 56(1), pages 20-35.
    13. Acemoglu, Daron & Robinson, James A., 2006. "Economic Backwardness in Political Perspective," American Political Science Review, Cambridge University Press, vol. 100(1), pages 115-131, February.
    14. 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.
    15. Bo Zhang & Ruixue Zhou & Limei Yang & Ximeng Zhang, 2023. "Population aging and corporate innovation: evidence from China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 30(4), pages 986-1007, July.
    16. V. Vandenberghe & F. Waltenberg & M. Rigo, 2013. "Ageing and employability. Evidence from Belgian firm-level data," Journal of Productivity Analysis, Springer, vol. 40(1), pages 111-136, August.
    17. Akira Yakita, 2012. "Different demographic changes and patterns of trade in a Heckscher–Ohlin setting," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 853-870, July.
    18. Choi, Ki-Hong & Shin, Sungwhee, 2015. "Population aging, economic growth, and the social transmission of human capital: An analysis with an overlapping generations model," Economic Modelling, Elsevier, vol. 50(C), pages 138-147.
    19. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    20. Ouedraogo, Idrissa & Ngoa Tabi, Henri & Atangana Ondoa, Henri & Jiya, Alex Nester, 2022. "Institutional quality and human capital development in Africa," Economic Systems, Elsevier, vol. 46(1).
    21. Sayan, Serdar, 2005. "Heckscher-Ohlin revisited: implications of differential population dynamics for trade within an overlapping generations framework," Journal of Economic Dynamics and Control, Elsevier, vol. 29(9), pages 1471-1493, September.
    22. Naito, Takumi & Zhao, Laixun, 2009. "Aging, transitional dynamics, and gains from trade," Journal of Economic Dynamics and Control, Elsevier, vol. 33(8), pages 1531-1542, August.
    23. Seren Özsoy & Oylum Şehvez Ergüzel & Ahmet Yağmur Ersoy & Metin Saygılı, 2022. "The impact of digitalization on export of high technology products: A panel data approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 31(2), pages 277-298, February.
    24. Wu, Feifei & Yang, Hongna & Gao, Bo & Gu, Yan, 2021. "Old, not yet rich? The impact of population aging on export upgrading in developing countries," China Economic Review, Elsevier, vol. 70(C).
    25. Irmen, Andreas & Litina, Anastasia, 2022. "Population Aging And Inventive Activity," Macroeconomic Dynamics, Cambridge University Press, vol. 26(5), pages 1127-1161, July.
    26. H Noda, 2007. "Expanding Product Variety and Human Capital Formation in an Ageing Economy," Economic Issues Journal Articles, Economic Issues, vol. 12(2), pages 83-103, September.
    27. Edinaldo Tebaldi, 2011. "The Determinants of High-Technology Exports: A Panel Data Analysis," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(4), pages 343-353, December.
    28. Shao, Shuai & Yang, Lili, 2014. "Natural resource dependence, human capital accumulation, and economic growth: A combined explanation for the resource curse and the resource blessing," Energy Policy, Elsevier, vol. 74(C), pages 632-642.
    29. David M. Hart & Zoltán J. Ács, 2015. "High-Tech Immigrant Entrepreneurship in the United States," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 31, pages 604-617, Edward Elgar Publishing.
    30. Kexu Wu & Zhiwei Tang & Longpeng Zhang, 2022. "Population Aging, Industrial Intelligence and Export Technology Complexity," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
    31. Chinn, Menzie D. & Prasad, Eswar S., 2003. "Medium-term determinants of current accounts in industrial and developing countries: an empirical exploration," Journal of International Economics, Elsevier, vol. 59(1), pages 47-76, January.
    32. Jiakai Zhang & Renjie Zhao, 2022. "The effect of population aging on pension enforcement: Do firms bear the burden?," Economic Inquiry, Western Economic Association International, vol. 60(4), pages 1644-1662, October.
    33. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    34. Gregory Tassey, 2004. "Policy Issues for R&D Investment in a Knowledge-Based Economy," The Journal of Technology Transfer, Springer, vol. 29(2), pages 153-185, April.
    Full references (including those not matched with items on IDEAS)

    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. Wu, Feifei & Xu, Peipei & Gao, Bo & Ma, Jing, 2024. "Export contraction and input switching in an aging China," China Economic Review, Elsevier, vol. 85(C).
    2. Gu, Ke & Stoyanov, Andrey, 2018. "Skills, Population Aging, and the Pattern of Trade," MPRA Paper 84349, University Library of Munich, Germany.
    3. Kexu Wu & Zhiwei Tang & Longpeng Zhang, 2022. "Population Aging, Industrial Intelligence and Export Technology Complexity," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
    4. Jiang, Dequan & Lan, Meng & Li, Weiping & Shen, Yongjian, 2024. "Threat or opportunity? Unveiling the impact of population aging on corporate labor investment efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    5. Wu, Feifei & Yang, Hongna & Gao, Bo & Gu, Yan, 2021. "Old, not yet rich? The impact of population aging on export upgrading in developing countries," China Economic Review, Elsevier, vol. 70(C).
    6. Remi Jedwab & Felix Meier zu Selhausen & Alexander Moradi, 2022. "The economics of missionary expansion: evidence from Africa and implications for development," Journal of Economic Growth, Springer, vol. 27(2), pages 149-192, June.
    7. 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).
    8. Fedotenkov, Igor & Van Groezen, Bas & Meijdam, Lex, 2019. "International trade with pensions and demographic shocks," Journal of Pension Economics and Finance, Cambridge University Press, vol. 18(1), pages 140-164, January.
    9. Zhou, Zhongsheng & Li, Zhuo & Du, Shanzhong & Cao, June, 2024. "Robot adoption and enterprise R&D manipulation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    10. 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.
    11. Yueqi Sun & Junlong Ti & Fang Yang & Hsing Hung Chen, 2025. "Blessing or Curse? The Impact of the Penetration of Industrial Robots on Green Sustainable Transformation in Chinese High-Energy-Consuming Industries," Energies, MDPI, vol. 18(3), pages 1-21, February.
    12. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    13. Stelios Roupakias & Michael Chletsos, 2020. "Immigration and far-right voting: evidence from Greece," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 591-617, December.
    14. Gannon, Frédéric & Le Garrec, Gilles & Touzé, Vincent, 2020. "The South's demographic transition and international capital flows in a financially integrated world economy," Journal of Demographic Economics, Cambridge University Press, vol. 86(1), pages 1-45, March.
    15. Katharina Candel-Haug & Alexander Cuntz & Oliver Falck, 2018. "Immigrants' Contribution to Innovativeness: Evidence from a Non-Selective Immigration Country," CESifo Working Paper Series 7409, CESifo.
    16. Stuhler, Jan & Jaeger, David & Ruist, Joakim, 2018. "Shift-Share Instruments and the Impact of Immigration," CEPR Discussion Papers 12701, C.E.P.R. Discussion Papers.
    17. Marin, Giovanni & Vona, Francesco, 2021. "The impact of energy prices on socioeconomic and environmental performance: Evidence from French manufacturing establishments, 1997–2015," European Economic Review, Elsevier, vol. 135(C).
    18. Kerwin Kofi Charles & Erik Hurst & Mariel Schwartz, 2019. "The Transformation of Manufacturing and the Decline in US Employment," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 307-372.
    19. Igor Fedotenkov, 2014. "Optimal asymmetric taxation in a two-sector model with population ageing," Bank of Lithuania Working Paper Series 15, Bank of Lithuania.
    20. Avdic, Daniel & de New, Sonja C. & Kamhöfer, Daniel A., 2021. "Economic downturns and mental health in Germany," European Economic Review, Elsevier, vol. 140(C).

    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:joecag:v:29:y:2024:i:c:s2212828x24000306. 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: https://www.journals.elsevier.com/the-journal-of-the-economics-of-ageing .

    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.