IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v265y2020ics0277953620307322.html
   My bibliography  Save this article

The effects of ageing population on health expenditure and economic growth in China: A Bayesian-VAR approach

Author

Listed:
  • Lopreite, Milena
  • Zhu, Zhen

Abstract

The increasing proportion of the population aged 65 or over has generated a global rise of health spending due to higher demand for medical and long-term care services, which has become a growing challenge to the sustainability of public finances across countries. This phenomenon is especially prominent in China, which has experienced accelerated rates of both economic growth and population ageing over the past four decades. Using Bayesian-VAR (B-VAR) models we compute the impulse response functions (IRFs) and the forecast error variance decomposition functions (FEVDs) to empirically examine the dynamic relationships between ageing index, life expectancy, economic growth and health expenditure in China. We compare China with the USA which has distinct trajectories of population structure and economic development to better understand the former's dynamic patterns. We find a pronounced response for both the USA and China of ageing index to life expectancy and of health spending per capita to GDP per capita, while ageing population induces a relatively strong reaction from health expenditure per capita in China. Our results are robust with either nominal or real variables. These findings suggest that, in China, a well-rounded policy accommodating economic, social and health factors is needed to improve the quality of life of the ageing population for a sustainable development of the economy.

Suggested Citation

  • Lopreite, Milena & Zhu, Zhen, 2020. "The effects of ageing population on health expenditure and economic growth in China: A Bayesian-VAR approach," Social Science & Medicine, Elsevier, vol. 265(C).
  • Handle: RePEc:eee:socmed:v:265:y:2020:i:c:s0277953620307322
    DOI: 10.1016/j.socscimed.2020.113513
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953620307322
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2020.113513?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. Andreas Werblow & Stefan Felder & Peter Zweifel, 2007. "Population ageing and health care expenditure: a school of 'red herrings'?," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1109-1126.
    2. David E. Bloom & David Canning & Günther Fink, 2010. "Implications of population ageing for economic growth," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 26(4), pages 583-612, Winter.
    3. Robert L. Clark & Naohiro Ogawa & Andrew Mason (ed.), 2007. "Population Aging, Intergenerational Transfers and the Macroeconomy," Books, Edward Elgar Publishing, number 12608.
    4. Domenico Giannone & Lucrezia Reichlin, 2006. "Does information help recovering structural shocks from past observations?," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 455-465, 04-05.
    5. Litterman, Robert B, 1986. "Forecasting with Bayesian Vector Autoregressions-Five Years of Experience," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 25-38, January.
    6. Sims, Christopher A., 1992. "Interpreting the macroeconomic time series facts : The effects of monetary policy," European Economic Review, Elsevier, vol. 36(5), pages 975-1000, June.
    7. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    8. Bloom, David E & Williamson, Jeffrey G, 1998. "Demographic Transitions and Economic Miracles in Emerging Asia," The World Bank Economic Review, World Bank, vol. 12(3), pages 419-455, September.
    9. Hsiao, William C. L., 1995. "The Chinese health care system: Lessons for other nations," Social Science & Medicine, Elsevier, vol. 41(8), pages 1047-1055, October.
    10. Yu, Hao, 2015. "Universal health insurance coverage for 1.3 billion people: What accounts for China's success?," Health Policy, Elsevier, vol. 119(9), pages 1145-1152.
    11. 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.
    12. Obrizan, Maksym & Wehby, George L., 2018. "Health Expenditures and Global Inequalities in Longevity," World Development, Elsevier, vol. 101(C), pages 28-36.
    13. Breyer, Friedrich & Felder, Stefan, 2006. "Life expectancy and health care expenditures: A new calculation for Germany using the costs of dying," Health Policy, Elsevier, vol. 75(2), pages 178-186, January.
    14. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
    15. Gerdtham, Ulf-G. & Sogaard, Jes & Andersson, Fredrik & Jonsson, Bengt, 1992. "An econometric analysis of health care expenditure: A cross-section study of the OECD countries," Journal of Health Economics, Elsevier, vol. 11(1), pages 63-84, May.
    16. Braendle, Thomas & Colombier, Carsten, 2016. "What drives public health care expenditure growth? Evidence from Swiss cantons, 1970–2012," Health Policy, Elsevier, vol. 120(9), pages 1051-1060.
    17. Bloom, David E. & Canning, David & Hu, Linlin & Liu, Yuanli & Mahal, Ajay & Yip, Winnie, 2010. "The contribution of population health and demographic change to economic growth in China and India," Journal of Comparative Economics, Elsevier, vol. 38(1), pages 17-33, March.
    18. Kunze, Lars, 2014. "Life expectancy and economic growth," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 54-65.
    19. Andreas Werblow & Stefan Felder & Peter Zweifel, 2007. "Population ageing and health care expenditure: a school of ‘red herrings’?," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1109-1126, October.
    20. Murthy, Vasudeva N.R. & Okunade, Albert A., 2016. "Determinants of U.S. health expenditure: Evidence from autoregressive distributed lag (ARDL) approach to cointegration," Economic Modelling, Elsevier, vol. 59(C), pages 67-73.
    21. Wang, Kuan-Min, 2011. "Health care expenditure and economic growth: Quantile panel-type analysis," Economic Modelling, Elsevier, vol. 28(4), pages 1536-1549, July.
    22. Lopreite, Milena & Mauro, Marianna, 2017. "The effects of population ageing on health care expenditure: A Bayesian VAR analysis using data from Italy," Health Policy, Elsevier, vol. 121(6), pages 663-674.
    23. Uddin, Gazi A. & Alam, Khorshed & Gow, Jeff, 2016. "Population age structure and savings rate impacts on economic growth: Evidence from Australia," Economic Analysis and Policy, Elsevier, vol. 52(C), pages 23-33.
    24. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    25. Ärshiya Ämiri & Mikael Linden, 2016. "Income and total expenditure on health in OECD countries: Evidence from panel data and Hsiao's version of Granger non-causality tests," Economics and Business Letters, Oviedo University Press, vol. 5(1), pages 1-9.
    26. James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
    27. Auer, Simone, 2019. "Monetary policy shocks and foreign investment income: Evidence from a large Bayesian VAR," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 142-166.
    28. Kildemoes, Helle Wallach & Christiansen, Terkel & Gyrd-Hansen, Dorte & Kristiansen, Ivar Sonbo & Andersen, Morten, 2006. "The impact of population ageing on future Danish drug expenditure," Health Policy, Elsevier, vol. 75(3), pages 298-311, February.
    29. Gallet, Craig A. & Doucouliagos, Hristos, 2017. "The impact of healthcare spending on health outcomes: A meta-regression analysis," Social Science & Medicine, Elsevier, vol. 179(C), pages 9-17.
    30. Álvarez-Gálvez, Javier & Jaime-Castillo, Antonio M., 2018. "The impact of social expenditure on health inequalities in Europe," Social Science & Medicine, Elsevier, vol. 200(C), pages 9-18.
    31. Feng, Jin & Wang, Zhen & Yu, Yangyang, 2020. "Does long-term care insurance reduce hospital utilization and medical expenditures? Evidence from China," Social Science & Medicine, Elsevier, vol. 258(C).
    32. Nadide Sevil Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
    33. Gao, Chen & Xu, Fei & Liu, Gordon G., 2014. "Payment reform and changes in health care in China," Social Science & Medicine, Elsevier, vol. 111(C), pages 10-16.
    34. Christopher A. Sims, 1982. "Policy Analysis with Econometric Models," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 13(1), pages 107-164.
    35. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    36. Amiri, Arshia & Ventelou, Bruno, 2012. "Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach," Economics Letters, Elsevier, vol. 116(3), pages 541-544.
    37. Fogel, Robert W, 2004. "Health, Nutrition, and Economic Growth," Economic Development and Cultural Change, University of Chicago Press, vol. 52(3), pages 643-658, April.
    38. Lloyd-Sherlock, Peter, 2000. "Population ageing in developed and developing regions: implications for health policy," Social Science & Medicine, Elsevier, vol. 51(6), pages 887-895, September.
    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. Kornelia Piech, 2022. "Health Care Financing and Economic Performance during the Coronavirus Pandemic, the War in Ukraine and the Energy Transition Attempt," Sustainability, MDPI, vol. 14(17), pages 1-23, August.
    2. Nor Aziah Abd Kadir & Nur Fakhzan Marwan & Adibah Hussin & Rosmah Nizam & Fazreena Mansor, 2022. "Long Run Analysis between Climate Change, Socio-Economic Factors and Technology on Health Expenditure in Malaysia," International Journal of Human Resource Studies, Macrothink Institute, vol. 12(2), pages 6589-6589, December.
    3. Cylus, Jonathan & Williams, Gemma & Carrino, Ludovico & Roubal, Tomas & Barber, Sarah, 2022. "Population ageing and health financing: A method for forecasting two sides of the same coin," Health Policy, Elsevier, vol. 126(12), pages 1226-1232.
    4. Kyriaki-Argyro Tsioptsia & Eleni Zafeiriou & Dimitrios Niklis & Nikolaos Sariannidis & Constantin Zopounidis, 2022. "The Corporate Economic Performance of Environmentally Eligible Firms Nexus Climate Change: An Empirical Research in a Bayesian VAR Framework," Energies, MDPI, vol. 15(19), pages 1-16, October.
    5. Pichetwut Nillaor & Anirut Sriwichian & Apirat Wanichsombat & Siriwan Kajornkasirat & Veera Boonjing & Jirapond Muangprathub, 2022. "Development of Elderly Life Quality Database in Thailand with a Correlation Feature Analysis," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    6. Lopreite, Milena & Misuraca, Michelangelo & Puliga, Michelangelo, 2023. "An analysis of the thematic evolution of ageing and healthcare expenditure using word embedding: A scoping review of policy implications," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    7. Jing Liu & Shichun Du & Zetian Fu, 2021. "The Impact of Rural Population Aging on Farmers’ Cleaner Production Behavior: Evidence from Five Provinces of the North China Plain," Sustainability, MDPI, vol. 13(21), pages 1-16, November.
    8. Taguchi, Hiroyuki & Latjin, Mirani, 2022. "The effects of demographic dynamics on economic growth in EU economies: A panel vector autoregressive approach," MPRA Paper 113596, University Library of Munich, Germany.
    9. D'Andreamatteo, Antonio & Neri, Francesca & Antonucci, Gianluca & Sargiacomo, Massimo, 2024. "Immigration, policies of integration and healthcare expenditure: A longitudinal analysis of the INHS (2002‒2018)," Health Policy, Elsevier, vol. 142(C).
    10. Karamanis, Dimitrios & Kechrinioti, Alexandra, 2023. "The Greek-Turkish rivalry: A Bayesian VAR approach," MPRA Paper 116827, University Library of Munich, Germany.
    11. Dan Cai & Si Shi & Shan Jiang & Lei Si & Jing Wu & Yawen Jiang, 2022. "Estimation of the cost-effective threshold of a quality-adjusted life year in China based on the value of statistical life," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 607-615, June.
    12. Eleni Zafeiriou & Konstantinos Spinthiropoulos & Constantinos Tsanaktsidis & Stavros Garefalakis & Konstantinos Panitsidis & Alexandros Garefalakis & Garyfallos Arabatzis, 2022. "Energy and Mineral Resources Exploitation in the Delignitization Era: The Case of Greek Peripheries," Energies, MDPI, vol. 15(13), pages 1-20, June.
    13. Khan, Irfan & Hou, Fujun & Irfan, Muhammad & Zakari, Abdulrasheed & Le, Hoang Phong, 2021. "Does energy trilemma a driver of economic growth? The roles of energy use, population growth, and financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    14. Lingling Zhou & Tao Shi & Qian Zhou, 2023. "Is ICT Development Conducive to Reducing the Vulnerability of Low-Carbon Energy? Evidence from OECD Countries," IJERPH, MDPI, vol. 20(3), pages 1-22, January.

    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. Karamanis, Dimitrios & Kechrinioti, Alexandra, 2023. "The Greek-Turkish rivalry: A Bayesian VAR approach," MPRA Paper 116827, University Library of Munich, Germany.
    2. Caravaggio, Nicola & Resce, Giuliano, 2023. "Enhancing Healthcare Cost Forecasting: A Machine Learning Model for Resource Allocation in Heterogeneous Regions," Economics & Statistics Discussion Papers esdp23090, University of Molise, Department of Economics.
    3. Muhammad Arshad Khan & Muhammad Iftikhar Ul Husnain, 2019. "Is health care a luxury or necessity good? Evidence from Asian countries," International Journal of Health Economics and Management, Springer, vol. 19(2), pages 213-233, June.
    4. Nadide Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
    5. Liping Ye & Xinping Zhang, 2018. "Nonlinear Granger Causality between Health Care Expenditure and Economic Growth in the OECD and Major Developing Countries," IJERPH, MDPI, vol. 15(9), pages 1-16, September.
    6. Rezwanul Hasan Rana & Khorshed Alam & Jeff Gow, 2020. "Health expenditure and gross domestic product: causality analysis by income level," International Journal of Health Economics and Management, Springer, vol. 20(1), pages 55-77, March.
    7. James H. Stock & Mark W. Watson, 2001. "Vector Autoregressions," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 101-115, Fall.
    8. Leeper, Eric M. & Zha, Tao, 2003. "Modest policy interventions," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1673-1700, November.
    9. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
    10. Ralf Brüggemann & Christian Kascha, 2017. "Directed Graphs and Variable Selection in Large Vector Autoregressive Models," Working Paper Series of the Department of Economics, University of Konstanz 2017-06, Department of Economics, University of Konstanz.
    11. Friedrich Breyer & Normann Lorenz & Thomas Niebel, 2015. "Health care expenditures and longevity: is there a Eubie Blake effect?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(1), pages 95-112, January.
    12. Oscar Díaz Q. & Marco Laguna V., 2007. "Factores que explican la reducción de las tasas pasivas de interés en el sistema bancario boliviano," Monetaria, CEMLA, vol. 0(4), pages 331-366, octubre-d.
    13. Jushan Bai & Kunpeng Li & Lina Lu, 2016. "Estimation and Inference of FAVAR Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 620-641, October.
    14. Committee, Nobel Prize, 2011. "Thomas J. Sargent and Christopher A. Sims: Empirical Macroeconomics," Nobel Prize in Economics documents 2011-2, Nobel Prize Committee.
    15. Don Bredin & Gerard O'Reilly, 2004. "An analysis of the transmission mechanism of monetary policy in Ireland," Applied Economics, Taylor & Francis Journals, vol. 36(1), pages 49-58.
    16. Samia Nasreen, 2021. "Association between health expenditures, economic growth and environmental pollution: Long‐run and causality analysis from Asian economies," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(3), pages 925-944, May.
    17. Bjørnland, Hilde C. & Leitemo, Kai, 2009. "Identifying the interdependence between US monetary policy and the stock market," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 275-282, March.
    18. Brancaccio, Emiliano & Giammetti, Raffaele & Lopreite, Milena & Puliga, Michelangelo, 2019. "Monetary policy, crisis and capital centralization in corporate ownership and control networks: A B-Var analysis," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 55-66.
    19. Keegan, Conor & Brick, Aoife & Bergin, Adele & Wren, Maev-Ann & Whyte, Richard & Henry, Edward, 2020. "Projections of expenditure for public hospitals in Ireland, 2018–2035, based on the Hippocrates Model," Research Series, Economic and Social Research Institute (ESRI), number RS117.
    20. Barkat, Karim & Sbia, Raschid & Maouchi, Youcef, 2019. "Empirical evidence on the long and short run determinants of health expenditure in the Arab world," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 78-87.

    More about this item

    Keywords

    Bayesian-VAR models; Ageing population structure; Health spending; Policy implications; China;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

    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:socmed:v:265:y:2020:i:c:s0277953620307322. 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/wps/find/journaldescription.cws_home/315/description#description .

    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.