IDEAS home Printed from https://ideas.repec.org/p/bde/wpaper/1802.html

Private saving. New cross-country evidencebased on bayesian techniques

Author

Listed:
  • Ignacio Hernando

    (Banco de España)

  • Irene Pablos

    (European Central Bank)

  • Daniel Santabárbara

    (Banco de España)

  • Javier Vallés

    (Banco de España)

Abstract

The existing literature exhibits high uncertainty over the theoretical and empirical determinants of private world saving. This paper reports new evidence on the drivers of private saving by applying Bayesian techniques, using data from the world’s 35 largest economies in the period 1980-2012. After reviewing the main theories of consumption and saving decisions, and discussing the potential effects of different determinants, we specify a general model that incorporates the most commonly used factors in the literature, considering the potential endogeneity of some of the regressors. The Bayesian Model Averaging (BMA) approach summarises the information embedded in all combinations of the explanatory variables considered by averaging each specification according to its likelihood. We find that in the medium term private credit to GDP ratio, the government surplus to GDP ratio, the terms of trade, life expectancy and the old-age dependency ratio are key determinants of cross-country private saving behaviour. Lastly, we assess the long-term effect of expected demographic changes in private saving globally.

Suggested Citation

  • Ignacio Hernando & Irene Pablos & Daniel Santabárbara & Javier Vallés, 2018. "Private saving. New cross-country evidencebased on bayesian techniques," Working Papers 1802, Banco de España.
  • Handle: RePEc:bde:wpaper:1802
    as

    Download full text from publisher

    File URL: https://www.bde.es/f/webbde/SES/Secciones/Publicaciones/PublicacionesSeriadas/DocumentosTrabajo/18/Files/dt1802e.pdf
    File Function: First version, January 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Christopher D. Carroll, 1997. "Buffer-Stock Saving and the Life Cycle/Permanent Income Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 1-55.
    2. Gylfason, T., 1993. "Optimal Saving, Interest Rates and Endogenous Growth," Papers 539, Stockholm - International Economic Studies.
    3. Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1995. "Precautionary Saving and Social Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(2), pages 360-399, April.
    4. repec:bla:scandj:v:95:y:1993:i:4:p:517-33 is not listed on IDEAS
    5. Atkeson, Andrew & Ogaki, Masao, 1996. "Wealth-varying intertemporal elasticities of substitution: Evidence from panel and aggregate data," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 507-534, December.
    6. Mr. Christopher Carroll & Mr. Martin Sommer & Mr. Jiri Slacalek, 2012. "Dissecting Saving Dynamics: Measuring Wealth, Precautionary, and Credit Effects," IMF Working Papers 2012/219, International Monetary Fund.
    7. Chen, Peter & Karabarbounis, Loukas & Neiman, Brent, 2017. "The global rise of corporate saving," Journal of Monetary Economics, Elsevier, vol. 89(C), pages 1-19.
    8. Janine Aron & John V. Duca & John Muellbauer & Keiko Murata & Anthony Murphy, 2012. "Credit, Housing Collateral, And Consumption: Evidence From Japan, The U.K., And The U.S," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(3), pages 397-423, September.
    9. Ca’ Zorzi, Michele & Chudik, Alexander & Dieppe, Alistair, 2012. "Thousands of models, one story: Current account imbalances in the global economy," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1319-1338.
    10. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    11. Norman Loayza & Klaus Schmidt-Hebbel & Luis Servén, 2000. "Saving in Developing Countries: An Overview," The World Bank Economic Review, World Bank, vol. 14(3), pages 393-414, September.
    12. Horioka, Charles Yuji & Terada-Hagiwara, Akiko, 2012. "The determinants and long-term projections of saving rates in Developing Asia," Japan and the World Economy, Elsevier, vol. 24(2), pages 128-137.
    13. Tullio Jappelli & Marco Pagano, 1994. "Saving, Growth, and Liquidity Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 83-109.
    14. Grigoli, Francesco & Herman, Alexander & Schmidt-Hebbel, Klaus, 2016. "The impact of terms of trade and macroeconomic regimes on private saving," Economics Letters, Elsevier, vol. 145(C), pages 172-175.
    15. Norman Loayza & Klaus Schmidt-Hebbel & Luis Servén, 2000. "What Drives Private Saving Across the World?," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 165-181, May.
    16. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    17. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, January.
    18. Sebastian Edwards, 1995. "Why are Saving Rates so Different Across Countries?: An International Comparative Analysis," NBER Working Papers 5097, National Bureau of Economic Research, Inc.
    19. Jonathan D. Ostry & Carmen M. Reinhart, 1992. "Private Saving and Terms of Trade Shocks: Evidence from Developing Countries," IMF Staff Papers, Palgrave Macmillan, vol. 39(3), pages 495-517, September.
    20. Carvalho, Carlos & Ferrero, Andrea & Nechio, Fernanda, 2016. "Demographics and real interest rates: Inspecting the mechanism," European Economic Review, Elsevier, vol. 88(C), pages 208-226.
    21. Masao Ogaki & Jonathan D. Ostry & Carmen M. Reinhart, 1996. "Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 38-71, March.
    22. Skinner, Jonathan, 1988. "Risky income, life cycle consumption, and precautionary savings," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 237-255, September.
    23. Brigitte Desroches & Michael Francis, 2010. "World real interest rates: a global savings and investment perspective," Applied Economics, Taylor & Francis Journals, vol. 42(22), pages 2801-2816.
    24. Banks, James & Blundell, Richard & Tanner, Sarah, 1998. "Is There a Retirement-Savings Puzzle?," American Economic Review, American Economic Association, vol. 88(4), pages 769-788, September.
    25. Enrique Moral-Benito, 2015. "Model Averaging In Economics: An Overview," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 46-75, February.
    26. Lukasz Rachel & Thomas Smith, 2015. "Secular drivers of the global real interest rate," Bank of England working papers 571, Bank of England.
    27. Mr. Francesco Grigoli & Alexander Herman & Klaus Schmidt-Hebbel, 2014. "World Saving," IMF Working Papers 2014/204, International Monetary Fund.
    28. Ley, Eduardo & Steel, Mark F. J., 2007. "On the effect of prior assumptions in Bayesian model averaging with applications to growth regression," Policy Research Working Paper Series 4238, The World Bank.
    29. J. Humberto Lopez & K. Schmidt-Hebbel & Luis Servén, 2000. "How Effective is Fiscal Policy in Raising National Saving?," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 226-238, May.
    30. Joshua Aizenman & Yin-Wong Cheung & Hiro Ito, 2019. "The Interest Rate Effect on Private Saving: Alternative Perspectives," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 1-37, February.
    31. Florian Pelgrin & Alain de Serres, 2003. "The Decline in Private Saving Rates in the 1990s in OECD Countries: How Much Can Be Explained by Non-wealth Determinants?," OECD Economic Studies, OECD Publishing, vol. 2003(1), pages 117-153.
    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. Ana Skoblar, 2024. "The puzzle of household savings in the European Union: tracing influences across time and space," Public Sector Economics, Institute of Public Finance, vol. 48(3), pages 247-282.

    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. Ana Skoblar, 2024. "The puzzle of household savings in the European Union: tracing influences across time and space," Public Sector Economics, Institute of Public Finance, vol. 48(3), pages 247-282.
    2. Grigoli, Francesco & Herman, Alexander & Schmidt-Hebbel, Klaus, 2018. "Saving in the world," World Development, Elsevier, vol. 104(C), pages 257-270.
    3. Ndanshau, Michael O. A. & Kilindo, Ali A. L., 2012. "Interest Rates and Financial Savings in Tanzania: 1967 - 2010," MPRA Paper 44387, University Library of Munich, Germany, revised Jan 2013.
    4. Mr. Francesco Grigoli & Alexander Herman & Klaus Schmidt-Hebbel, 2014. "World Saving," IMF Working Papers 2014/204, International Monetary Fund.
    5. Orazio P. Attanasio, 1998. "Consumption Demand," NBER Working Papers 6466, National Bureau of Economic Research, Inc.
    6. Norman Loayza & Klaus Schmidt-Hebbel & Luis Servén, 2001. "Una Revisión del COmportamiento y de los determinantes del ahorro en el mundo," Central Banking, Analysis, and Economic Policies Book Series, in: Felipe Morandé & Rodrigo Vergara & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Edit (ed.),Análisis Empírico del Ahorro en Chile, edition 1, volume 1, chapter 2, pages 13-48, Central Bank of Chile.
    7. Merike Kukk & Karsten Staehr, 2017. "Macroeconomic Factors in the Dynamics of Corporate and Household Saving: Evidence from Central and Eastern Europe," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(11), pages 2585-2608, November.
    8. Marina Malkina, 2019. "Determinants of Private Savings in the Form of Bank Deposits: A Case Study on Regions of the Russian Federation," Economies, MDPI, vol. 7(2), pages 1-22, June.
    9. Merike Kukk & Karsten Staehr, 2015. "Macroeconomic factors in corporate and household saving. Evidence from Central and Eastern Europe," Bank of Estonia Working Papers wp2015-5, Bank of Estonia, revised 30 Dec 2015.
    10. Kivilcim Metin Ozcan & Asli Gunay & Seda Ertac, 2003. "Determinants of private savings behaviour in Turkey," Applied Economics, Taylor & Francis Journals, vol. 35(12), pages 1405-1416.
    11. Clovis Kerdrain & Isabell Koske & Isabelle Wanner, 2011. "Current Account Imbalances: can Structural Reforms Help to Reduce Them?," OECD Journal: Economic Studies, OECD Publishing, vol. 2011(1), pages 1-44.
    12. Ken Chamuva Shawa, 2016. "Drivers Of Private Saving In Sub-Saharan African Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 41(2), pages 77-110, June.
    13. Yvonne Adema & Lorenzo Pozzi, 2012. "Business Cycle Fluctuations and Private Savings in OECD Countries: A Panel Data Analysis," Tinbergen Institute Discussion Papers 12-144/VI, Tinbergen Institute.
    14. Michael H. Stierle & Stijn Rocher, 2015. "Household saving rates in the EU: Why do they differ so much?," European Economy - Discussion Papers 005, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    15. Hugo Benítez-Silva, 2003. "The Annuity Puzzle Revisited," Working Papers wp055, University of Michigan, Michigan Retirement Research Center.
    16. Yi Wen, 2009. "Saving and growth under borrowing constraints explaining the \"high saving rate\" puzzle," Working Papers 2009-045, Federal Reserve Bank of St. Louis.
    17. Hugo Benitez-Silva, 2000. "A Dynamic Model of Labor Supply, Consumption/Saving, and Annuity Decisions under Uncertainty," Department of Economics Working Papers 00-06, Stony Brook University, Department of Economics.
    18. Julian Thimme, 2017. "Intertemporal Substitution In Consumption: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 226-257, February.
    19. Florian Morvillier, 2018. "On the impact of the launch of the euro on EMU macroeconomic vulnerability," EconomiX Working Papers 2018-51, University of Paris Nanterre, EconomiX.
    20. El Mekkaoui de Freitas, Najat & Oliveira Martins, Joaquim, 2014. "Health, pension benefits and longevity: How they affect household savings?," The Journal of the Economics of Ageing, Elsevier, vol. 3(C), pages 21-28.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • H30 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:bde:wpaper:1802. 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: Ángel Rodríguez. Electronic Dissemination of Information Unit. Research Department. Banco de España (email available below). General contact details of provider: https://edirc.repec.org/data/bdegves.html .

    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.