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Perceived uncertainty as a key driver of household saving

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  • Levenko, Natalia

Abstract

The paper studies the determinants of household saving in Europe with particular focus on the impact of labour income uncertainty. Panel data models are estimated on aggregate national-level data for 22 European countries in 1996–2017 using system GMM. The household saving rate is highly persistent and is driven in large part by income growth and by changes in labour income uncertainty, which can be dissected into two components: realised uncertainty and expectations about future uncertainty. Credit availability, interest rates, inflation, and other macroeconomic and expectational variables have little or no effect on saving.

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  • Levenko, Natalia, 2020. "Perceived uncertainty as a key driver of household saving," International Review of Economics & Finance, Elsevier, vol. 65(C), pages 126-145.
  • Handle: RePEc:eee:reveco:v:65:y:2020:i:c:p:126-145
    DOI: 10.1016/j.iref.2019.10.005
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    1. Ashoka Mody & Franziska Ohnsorge & Damiano Sandri, 2012. "Precautionary Savings in the Great Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(1), pages 114-138, April.
    2. Gupta, Kanhaya L, 1987. "Aggregate Savings, Financial Intermediation, and Interest Rate," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 303-311, May.
    3. Christelis, Dimitris & Georgarakos, Dimitris & Jappelli, Tullio, 2015. "Wealth shocks, unemployment shocks and consumption in the wake of the Great Recession," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 21-41.
    4. Susanto Basu & Brent Bundick, 2017. "Uncertainty Shocks in a Model of Effective Demand," Econometrica, Econometric Society, vol. 85, pages 937-958, May.
    5. Charles Yuji Horioka & Junmin Wan, 2007. "The Determinants of Household Saving in China: A Dynamic Panel Analysis of Provincial Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 2077-2096, December.
    6. Bela Balassa, 1993. "The Effects of Interest Rates on Savings in Developing Countries," Palgrave Macmillan Books, in: Policy Choices for the 1990s, chapter 8, pages 242-258, Palgrave Macmillan.
    7. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    8. Stephen P. Zeldes, 1989. "Optimal Consumption with Stochastic Income: Deviations from Certainty Equivalence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 275-298.
    9. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    10. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    11. Khaled Hussein & A. P. Thirlwall, 1999. "Explaining differences in the domestic savings ratio across countries: A panel data study," Journal of Development Studies, Taylor & Francis Journals, vol. 36(1), pages 31-52.
    12. Roberto Bande & Dolores Riveiro, 2013. "Private Saving Rates and Macroeconomic Uncertainty: Evidence from Spanish Regional Data," The Economic and Social Review, Economic and Social Studies, vol. 44(3), pages 323-349.
    13. 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.
    14. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    15. Martin Browning & Annamaria Lusardi, 1996. "Household Saving: Micro Theories and Micro Facts," Journal of Economic Literature, American Economic Association, vol. 34(4), pages 1797-1855, December.
    16. 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.
    17. Harris, Mark N & Loundes, Joanne & Webster, Elizabeth, 2002. "Determinants of Household Saving in Australia," The Economic Record, The Economic Society of Australia, vol. 78(241), pages 207-223, June.
    18. Meghir, Costas & Pistaferri, Luigi, 2011. "Earnings, Consumption and Life Cycle Choices," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 9, pages 773-854, Elsevier.
    19. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    20. A. Sandmo, 1970. "The Effect of Uncertainty on Saving Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(3), pages 353-360.
    21. Jesús Fernández-Villaverde & Pablo Guerrón-Quintana & Keith Kuester & Juan Rubio-Ramírez, 2015. "Fiscal Volatility Shocks and Economic Activity," American Economic Review, American Economic Association, vol. 105(11), pages 3352-3384, November.
    22. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    23. Campbell, John Y, 1987. "Does Saving Anticipate Declining Labor Income? An Alternative Test of the Permanent Income Hypothesis," Econometrica, Econometric Society, vol. 55(6), pages 1249-1273, November.
    24. E. Philip Howrey & Saul H. Hymans, 1978. "The Measurement and Determination of Loanable-Funds Saving," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 9(3), pages 655-685.
    25. Lester D. Taylor, 1971. "Saving out of Different Types of Income," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, pages 383-416.
    26. Joshua Abel & Robert Rich & Joseph Song & Joseph Tracy, 2016. "The Measurement and Behavior of Uncertainty: Evidence from the ECB Survey of Professional Forecasters," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 533-550, April.
    27. Jappelli, Tullio & Pistaferri, Luigi, 2000. "Using subjective income expectations to test for excess sensitivity of consumption to predicted income growth," European Economic Review, Elsevier, vol. 44(2), pages 337-358, February.
    28. Tuomas Malinen, 2013. "Inequality And Growth: Another Look With A New Measure And Method," Journal of International Development, John Wiley & Sons, Ltd., vol. 25(1), pages 122-138, January.
    29. Bela Balassa, 1993. "Policy Choices for the 1990s," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-13033-7.
    30. Luigi Pistaferri, 2001. "Superior Information, Income Shocks, And The Permanent Income Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 465-476, August.
    31. Mark N. Harris & Joanne Loundes & Elizabeth Webster, 2002. "Determinants of Household Saving in Australia," The Economic Record, The Economic Society of Australia, vol. 78(241), pages 207-223, June.
    32. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    33. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    34. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    35. Mikesell, Raymond F & Zinser, James E, 1973. "The Nature of the Savings Function in Developing Countries: A Survey of the Theoretical and Empirical Literature," Journal of Economic Literature, American Economic Association, vol. 11(1), pages 1-26, March.
    36. F. Thomas Juster & Paul Wachtel, 1972. "Inflation and the Consumer," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 3(1), pages 71-122.
    37. Paul Wachtel, 1977. "Inflation, Uncertainty, and Saving Behavior," NBER Chapters, in: Explorations in Economic Research, Volume 4, number 4, pages 558-578, National Bureau of Economic Research, Inc.
    38. 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.
    39. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    40. Christopher D. Carroll & Patrick Toche, 2009. "A Tractable Model of Buffer Stock Saving," NBER Working Papers 15265, National Bureau of Economic Research, Inc.
    41. 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.
    42. F. Thomas Juster & Paul Wachtel, 1972. "A Note on Inflation and the Saving Rate," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 3(3), pages 765-778.
    43. Loayza, Norman & Schmidt-Hebbel, Klaus & Serven, Luis, 2000. "What drives private saving around the world?," Policy Research Working Paper Series 2309, The World Bank.
    44. David, Paul A & Scadding, John L, 1974. "Private Savings: Ultrarationality, Aggregation, and "Denison's Law."," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 225-249, Part I, M.
    45. Alessie, Rob & Lusardi, Annamaria, 1997. "Saving and income smoothing: Evidence from panel data," European Economic Review, Elsevier, vol. 41(7), pages 1251-1279, July.
    46. Leff, Nathaniel H, 1969. "Dependency Rates and Savings Rates," American Economic Review, American Economic Association, vol. 59(5), pages 886-896, December.
    47. Hayne E. Leland, 1968. "Saving and Uncertainty: The Precautionary Demand for Saving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(3), pages 465-473.
    48. M. Menegatti, 2007. "A new interpretation for the precautionary saving motive: a note," Journal of Economics, Springer, vol. 92(3), pages 275-280, December.
    49. Lester D. Taylor, 1971. "Saving out of Different Types of Income," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 2(2), pages 383-415.
    50. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    51. Maurice J.G. Bun & Jan F. Kiviet, 2001. "The Accuracy of Inference in Small Samples of Dynamic Panel Data Models," Tinbergen Institute Discussion Papers 01-006/4, Tinbergen Institute.
    52. 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.
    53. Rodriguez-Palenzuela, Diego & Dées, Stéphane & Andersson, Malin & Bijsterbosch, Martin & Forster, Katrin & Zorell, Nico & Audoly, Richard & Buelens, Christian & Compeyron, Guillaume & Ferrando, Annali, 2016. "Savings and investment behaviour in the euro area," Occasional Paper Series 167, European Central Bank.
    54. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    Cited by:

    1. Levenko, Natalia, 2020. "Rounding bias in forecast uncertainty," Research in Economics, Elsevier, vol. 74(4), pages 277-291.
    2. Ana Lucia Luis & Natalia Teixeira & Rui Braz, 2023. "Portuguese Households Savings in Times of Pandemic: A Way to Better Resist the Escalating Inflation?," Papers 2304.02573, arXiv.org.
    3. Montserrat Guillen & Miguel Santolino & Xenxo Vidal-Llana, 2022. ""Inequality of subjective economic uncertainty and individual economic prospects in the pandemic period"," IREA Working Papers 202202, University of Barcelona, Research Institute of Applied Economics, revised Feb 2022.
    4. Adams, Samuel & Adedoyin, Festus & Olaniran, Eniola & Bekun, Festus Victor, 2020. "Energy consumption, economic policy uncertainty and carbon emissions; causality evidence from resource rich economies," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 179-190.
    5. Dajčman Silvo & Kavkler Alenka & Levenko Natalia & Romih Dejan, 2022. "Spillover effects of economic policy uncertainty on adult and youth unemployment," Review of Economic Perspectives, Sciendo, vol. 23(1), pages 47-70, December.

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    More about this item

    Keywords

    Household saving rates; Financial crisis; Labour income uncertainty; Precautionary saving; Consumer expectations; System GMM;
    All these keywords.

    JEL classification:

    • E12 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Keynes; Keynesian; Post-Keynesian; Modern Monetary Theory
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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