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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

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    References listed on IDEAS

    as
    1. Gylfason, T., 1993. "Optimal Saving, Interest Rates and Endogenous Growth," Papers 539, Stockholm - International Economic Studies.
    2. repec:bla:scandj:v:95:y:1993:i:4:p:517-33 is not listed on IDEAS
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Lukasz Rachel & Thomas Smith, 2015. "Secular Drivers of the Global Real Interest Rate," Discussion Papers 1605, Centre for Macroeconomics (CFM).
    11. 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.
    12. 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.
    13. 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.
    14. Chen, Peter & Karabarbounis, Loukas & Neiman, Brent, 2017. "The global rise of corporate saving," Journal of Monetary Economics, Elsevier, vol. 89(C), pages 1-19.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    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. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1.
    31. 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.
    32. Enrique Moral-Benito, 2015. "Model Averaging In Economics: An Overview," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 46-75, February.
    33. Mr. Francesco Grigoli & Alexander Herman & Klaus Schmidt-Hebbel, 2014. "World Saving," IMF Working Papers 2014/204, International Monetary Fund.
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    More about this item

    Keywords

    consumption; saving; national saving; private saving; household saving; Bayesian model averaging; model uncertainty;
    All these 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

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