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Regional impact of aging population on economic development in China: Evidence from panel threshold regression (PTR)

Author

Listed:
  • Yifan Liang
  • Nur Syazwani Mazlan
  • Azali Bin Mohamed
  • Nor Yasmin Binti Mhd Bani
  • Bufan Liang

Abstract

The aging population is a common problem faced by most countries in the world. This study uses 18 years (from 2002 to 2019) of panel data from 31 regions in China (excluding Hong Kong, Macao, and Taiwan Province), and establishes a panel threshold regression model to study the non-linear impact of the aging population on economic development. It is different from traditional research in that this paper divides 31 regions in China into three regions: Eastern, Central, and Western according to the classification standard of the National Bureau of Statistics of China and compares the different impacts of the aging population on economic development in the three regions. Although this study finds that the aging population promotes the economy of China’s eastern, central, and western regions, different threshold variables have dramatically different influences. When the sum of export and import is the threshold variable, the impact of the aging population on the eastern and the central region of China is significantly larger than that of the western region of China. However, when the unemployment rate is the threshold variable, the impact of the aging population on the western region of China is dramatically higher than the other regions’ impact. Thus, one of the contributions of this study is that if the local government wants to increase the positive impact of the aging population on the per capita GDP of China, the local governments of different regions should advocate more policies that align with their economic situation rather than always emulating policies from other regions.

Suggested Citation

  • Yifan Liang & Nur Syazwani Mazlan & Azali Bin Mohamed & Nor Yasmin Binti Mhd Bani & Bufan Liang, 2023. "Regional impact of aging population on economic development in China: Evidence from panel threshold regression (PTR)," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-21, March.
  • Handle: RePEc:plo:pone00:0282913
    DOI: 10.1371/journal.pone.0282913
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    as
    1. Cooley, Thomas F. & Henriksen, Espen & Nusbaum, Charlie, 2024. "Demographic obstacles to European growth," European Economic Review, Elsevier, vol. 169(C).
    2. Chen Bai & Xiaoyan Lei, 2020. "New trends in population aging and challenges for China’s sustainable development," China Economic Journal, Taylor & Francis Journals, vol. 13(1), pages 3-23, January.
    3. Peña, Werner, 2020. "Population Aging and Public Finances: Evidence from El Salvador," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    4. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    5. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    6. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    7. Urbain, J.R.Y.J. & Westerlund, J., 2006. "Spurious regression in nonstationary panels with cross-unit cointegration," Research Memorandum 057, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    8. Kamiguchi, Akira & Tamai, Toshiki, 2019. "Public investment, public debt, and population aging under the golden rule of public finance," Journal of Macroeconomics, Elsevier, vol. 60(C), pages 110-122.
    9. Lee, Hyun-Hoon & Shin, Kwanho, 2019. "Nonlinear effects of population aging on economic growth," Japan and the World Economy, Elsevier, vol. 51(C), pages 1-1.
    10. Cao, Jing & Ho, Mun S. & Hu, Wenhao & Jorgenson, Dale, 2020. "Effective labor supply and growth outlook in China," China Economic Review, Elsevier, vol. 61(C).
    11. Artem Lukyanets & Igor Okhrimenko & Maria Egorova, 2021. "Population Aging and Its Impact on the Country's Economy," Social Science Quarterly, Southwestern Social Science Association, vol. 102(2), pages 722-736, March.
    12. Nicole Maestas & Kathleen J. Mullen & David Powell, 2023. "The Effect of Population Aging on Economic Growth, the Labor Force, and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 306-332, April.
    13. Wang, Zhaohua & Asghar, Muhammad Mansoor & Zaidi, Syed Anees Haider & Nawaz, Kishwar & Wang, Bo & Zhao, Wehui & Xu, Fengxing, 2020. "The dynamic relationship between economic growth and life expectancy: Contradictory role of energy consumption and financial development in Pakistan," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 257-266.
    14. Zou, Baoling & Mishra, Ashok K. & Luo, Biliang, 2018. "Aging population, farm succession, and farmland usage: Evidence from rural China," Land Use Policy, Elsevier, vol. 77(C), pages 437-445.
    15. Huang, Junbing & Liu, Qiang & Cai, Xiaochen & Hao, Yu & Lei, Hongyan, 2018. "The effect of technological factors on China's carbon intensity: New evidence from a panel threshold model," Energy Policy, Elsevier, vol. 115(C), pages 32-42.
    16. Nickel, Christiane & Bobeica, Elena & Lis, Eliza & Sun, Yiqiao, 2017. "Demographics and inflation," Working Paper Series 2006, European Central Bank.
    17. Fang Cai & Meiyan Wang, 2006. "Challenge Facing China's Economic Growth in Its Aging but not Affluent Era," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 14(5), pages 20-31, September.
    18. Pascual-Saez, Marta & Cantarero-Prieto, David & Pires Manso, José R., 2020. "Does population ageing affect savings in Europe?," Journal of Policy Modeling, Elsevier, vol. 42(2), pages 291-306.
    19. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    20. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    21. Robert J. Gordon, 2018. "Why Has Economic Growth Slowed When Innovation Appears to be Accelerating?," NBER Working Papers 24554, National Bureau of Economic Research, Inc.
    22. Kim, Hyun Kyung & Lee, Sang-Hyop, 2021. "The effects of population aging on South Korea’s economy: The National Transfer Accounts approach," The Journal of the Economics of Ageing, Elsevier, vol. 20(C).
    23. Thach Ngoc Pham & Duc Hong Vo, 2021. "Aging Population and Economic Growth in Developing Countries: A Quantile Regression Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 108-122, January.
    24. Mamun, Shamsul Arifeen Khan & Rahman, Mohammad Mafizur & Khanam, Rasheda, 2020. "The relation between an ageing population and economic growth in Bangladesh: Evidence from an endogenous growth model," Economic Analysis and Policy, Elsevier, vol. 66(C), pages 14-25.
    25. Wen-Hsin Huang & Yen-Ju Lin & Hsien-Feng Lee, 2019. "Impact of Population and Workforce Aging on Economic Growth: Case Study of Taiwan," Sustainability, MDPI, vol. 11(22), pages 1-13, November.
    26. Klaus Prettner, 2013. "Population aging and endogenous economic growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 811-834, April.
    27. Cruz, Marcio & Ahmed, S. Amer, 2018. "On the impact of demographic change on economic growth and poverty," World Development, Elsevier, vol. 105(C), pages 95-106.
    28. Gordon, Robert J., 2018. "Why Has Economic Growth Slowed When Innovation Appears To Be Accelerating?," CEPR Discussion Papers 13039, Centre for Economic Policy Research.
    29. Goh, Soo Khoon & McNown, Robert & Wong, Koi Nyen, 2020. "Macroeconomic implications of population aging: Evidence from Japan," Journal of Asian Economics, Elsevier, vol. 68(C).
    30. Nicole Maestas & Kathleen J. Mullen & David Powell, 2016. "The Effect of Population Aging on Economic Growth, the Labor Force and Productivity," NBER Working Papers 22452, National Bureau of Economic Research, Inc.
    31. İmrohoroğlu, Ayşe & Zhao, Kai, 2018. "The chinese saving rate: Long-term care risks, family insurance, and demographics," Journal of Monetary Economics, Elsevier, vol. 96(C), pages 33-52.
    32. Olena Oliinyk & Yuriy Bilan & Halyna Mishchuk & Oleksandr Akimov & László Vasa, 2021. "The Impact of Migration of Highly Skilled Workers on The Country’s Competitiveness and Economic Growth," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 17(3), pages 7-19.
    33. Yingzhu Yang & Rong Zheng & Lexiang Zhao, 2021. "Population Aging, Health Investment and Economic Growth: Based on a Cross-Country Panel Data Analysis," IJERPH, MDPI, vol. 18(4), pages 1-16, February.
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    Cited by:

    1. Munisa Djumanova, 2025. "The impact of aging populations in Central Asia: economic opportunity or challenge?," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1045-1068, December.

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