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The role of consumer confidence in forecasting consumption, evidence from Florida

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  • Hector H. Sandoval
  • Anita N. Walsh

Abstract

Consumers' attitudes about the direction of the economy influence their decisions about discretionary purchases, saving, and investment. This paper uses data from Florida's consumer sentiment index to study the role and accuracy of consumer confidence in forecasting consumption, as well as the mechanism behind such a relationship. Spending on durable goods tends to be more discretionary in nature and it is frequently done using credit, thus potentially more sensitive to changes in consumer attitudes. Our results indicate that the in‐sample predictive power of the index and its questions is limited to predicting spending on durable goods, particularly, on autos. Furthermore, consumer confidence does not improve the out‐of‐sample forecast beyond the forecast from a baseline model, which considers economic fundamentals. Finally, the evidence shows that the relationship between shocks in consumer confidence and economic activity arises because confidence measures contain information about the state of the economy, thus rejecting animal spirits.

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  • Hector H. Sandoval & Anita N. Walsh, 2021. "The role of consumer confidence in forecasting consumption, evidence from Florida," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 757-788, October.
  • Handle: RePEc:wly:soecon:v:88:y:2021:i:2:p:757-788
    DOI: 10.1002/soej.12528
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    1. Berg Lennart & Bergström Reinhold, 1996. "Consumer Confidence and Consumption in Sweden," Working Paper Series 1996:7, Uppsala University, Department of Economics.
    2. Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
    3. Christiansen, Charlotte & Eriksen, Jonas Nygaard & Møller, Stig Vinther, 2014. "Forecasting US recessions: The role of sentiment," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 459-468.
    4. Easaw, Joshy Z. & Garratt, Dean & Heravi, Saeed M., 2005. "Does consumer sentiment accurately forecast UK household consumption? Are there any comparisons to be made with the US?," Journal of Macroeconomics, Elsevier, vol. 27(3), pages 517-532, September.
    5. Acemoglu, Daron & Scott, Andrew, 1994. "Consumer Confidence and Rational Expectations: Are Agents' Beliefs Consistent with the Theory?," Economic Journal, Royal Economic Society, vol. 104(422), pages 1-19, January.
    6. Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994. "Does Consumer Sentiment Forecast Household Spending? If So, Why?," American Economic Review, American Economic Association, vol. 84(5), pages 1397-1408, December.
    7. Olivier J. Blanchard & Jean-Paul L'Huillier & Guido Lorenzoni, 2013. "News, Noise, and Fluctuations: An Empirical Exploration," American Economic Review, American Economic Association, vol. 103(7), pages 3045-3070, December.
    8. Jason Bram & Sydney C. Ludvigson, 1998. "Does consumer confidence forecast household expenditure? a sentiment index horse race," Economic Policy Review, Federal Reserve Bank of New York, vol. 4(Jun), pages 59-78.
    9. Jess Benhabib & Mark M Spiegel, 2019. "Sentiments and Economic Activity: Evidence from US States," The Economic Journal, Royal Economic Society, vol. 129(618), pages 715-733.
    10. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    11. Kajal Lahiri & George Monokroussos & Yongchen Zhao, 2016. "Forecasting Consumption: the Role of Consumer Confidence in Real Time with many Predictors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1254-1275, November.
    12. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    13. Andy C.C. Kwan & John A. Cotsomitis, 2006. "The Usefulness of Consumer Confidence in Forecasting Household Spending in Canada: A National and Regional Analysis," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 185-197, January.
    14. Robert B. Barsky & Eric R. Sims, 2012. "Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence," American Economic Review, American Economic Association, vol. 102(4), pages 1343-1377, June.
    15. Dées, Stephane & Zimic, Srečko, 2019. "Animal spirits, fundamental factors and business cycle fluctuations," Journal of Macroeconomics, Elsevier, vol. 61(C), pages 1-1.
    16. Fan, Chengze Simon & Wong, Phoebe, 1998. "Does consumer sentiment forecast household spending?: The Hong Kong case," Economics Letters, Elsevier, vol. 58(1), pages 77-84, January.
    17. Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, vol. 13(2), pages 281-291, June.
    18. James A Wilcox, 2007. "Forecasting Components of Consumption with Components of Consumer Sentiment," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 42(4), pages 22-32, October.
    19. Clark, Todd E. & West, Kenneth D., 2007. "Approximately normal tests for equal predictive accuracy in nested models," Journal of Econometrics, Elsevier, vol. 138(1), pages 291-311, May.
    20. Richard Curtin, 2007. "Consumer Sentiment Surveys: Worldwide Review and Assessment," Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2007(1), pages 7-42.
    21. Ivanov Ventzislav & Kilian Lutz, 2005. "A Practitioner's Guide to Lag Order Selection For VAR Impulse Response Analysis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-36, March.
    22. Öztürk, B. & Stokman, A.C.J., 2019. "Animal spirits and household spending in Europe and the US," Economics Letters, Elsevier, vol. 185(C).
    23. Martha A. Starr, 2012. "Consumption, Sentiment, And Economic News," Economic Inquiry, Western Economic Association International, vol. 50(4), pages 1097-1111, October.
    24. Christian Gillitzer & Nalini Prasad, 2018. "The Effect of Consumer Sentiment on Consumption: Cross-Sectional Evidence from Elections," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 234-269, October.
    25. E. Philip Howrey, 2001. "The Predictive Power of the Index of Consumer Sentiment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 175-216.
    26. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    27. Öztürk, B. & Stokman, A.C.J., 2019. "Animal spirits and household spending in Europe and the US," Economics Letters, Elsevier, vol. 185(C).
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    Cited by:

    1. Hector H. Sandoval & Anita N. Walsh, 2024. "Sentiments and spending intentions: Evidence from Florida," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1046-1073, July.
    2. Han, Myat Su & Hampson, Daniel Peter & Wang, Yonggui & Wang, Hong, 2022. "Consumer confidence and green purchase intention: An application of the stimulus-organism-response model," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).

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