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Coronavirus, Vaccination and the Reaction of Consumer Sentiment in The United States: Time Trends and Persistence Analysis

Author

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  • Jesús Tomás Monge Moreno

    (Faculty of Nursing and Physiotherapy, University of the Balearic Islands, 07800 Eivissa, Spain)

  • Manuel Monge

    (Faculty of Law, Business and Government, Universidad Francisco de Vitoria, 28223 Madrid, Spain)

Abstract

At the beginning of the COVID-19 pandemic, the entire world was waiting for a medical solution (for example, vaccines) in order to return to normality. Sanitary restrictions changed our consumption behaviors and feelings. Therefore, this paper analyzes the stochastic properties of consumer sentiment during the COVID-19 episode and the appearance of vaccines against the virus in December 2020 in the United States of America. This study adds a new dimension to the literature because it is the first research paper that uses advanced methodologies based on fractional integration and fractional cointegration analysis to understand the statistical properties of these time series and their behavior in the long term. The results using fractional integration methodologies exhibit a high degree of persistence, finding behavior of mean reversion during the pandemic episode. Therefore, the shock duration in consumer sentiment will be transitory, recovering to its previous trend in the short run. Focusing on the cointegrating part, we arrive at two main conclusions. First, an increase in total vaccination produces a positive reaction or impact on the behavior of consumers. On the other hand, an increase in new COVID-19 cases negatively affects the behavior of the consumer.

Suggested Citation

  • Jesús Tomás Monge Moreno & Manuel Monge, 2023. "Coronavirus, Vaccination and the Reaction of Consumer Sentiment in The United States: Time Trends and Persistence Analysis," Mathematics, MDPI, vol. 11(8), pages 1-8, April.
  • Handle: RePEc:gam:jmathe:v:11:y:2023:i:8:p:1851-:d:1122700
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    References listed on IDEAS

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    1. Søren Johansen & Morten Ørregaard Nielsen, 2012. "Likelihood Inference for a Fractionally Cointegrated Vector Autoregressive Model," Econometrica, Econometric Society, vol. 80(6), pages 2667-2732, November.
    2. Roberto Golinelli & Giuseppe Parigi, 2004. "Consumer Sentiment and Economic Activity: A Cross Country Comparison," Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2004(2), pages 147-170.
    3. Julie Sneath & Russell Lacey & Pamela Kennett-Hensel, 2009. "Coping with a natural disaster: Losses, emotions, and impulsive and compulsive buying," Marketing Letters, Springer, vol. 20(1), pages 45-60, March.
    4. Laura Nowzohour & Livio Stracca, 2020. "More Than A Feeling: Confidence, Uncertainty, And Macroeconomic Fluctuations," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 691-726, September.
    5. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    6. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    7. Haiqiang Chen & Terence Tai Leung Chong & Yingni She, 2014. "A principal component approach to measuring investor sentiment in China," Quantitative Finance, Taylor & Francis Journals, vol. 14(4), pages 573-579, April.
    8. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "Labor Markets During the Covid-19 Crisis: A Preliminary View," Department of Economics, Working Paper Series qt7rx7t91p, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    9. Michelle F. Weinberger & Melanie Wallendorf, 2012. "Intracommunity Gifting at the Intersection of Contemporary Moral and Market Economies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(1), pages 74-92.
    10. Kaytaz, Mehmet & Gul, Misra C., 2014. "Consumer response to economic crisis and lessons for marketers: The Turkish experience," Journal of Business Research, Elsevier, vol. 67(1), pages 2701-2706.
    11. Sarmento, Maria & Marques, Susana & Galan - Ladero, Mercedes, 2019. "Consumption dynamics during recession and recovery: A learning journey," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 226-234.
    12. 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.
    13. Lee, Dongin & Schmidt, Peter, 1996. "On the power of the KPSS test of stationarity against fractionally-integrated alternatives," Journal of Econometrics, Elsevier, vol. 73(1), pages 285-302, July.
    14. 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.
    15. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    16. Jebarajakirthy, Charles & Lobo, Antonio C., 2014. "War affected youth as consumers of microcredit: An application and extension of the Theory of Planned Behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 21(3), pages 239-248.
    17. Hassler, Uwe & Wolters, Jurgen, 1994. "On the power of unit root tests against fractional alternatives," Economics Letters, Elsevier, vol. 45(1), pages 1-5, May.
    18. David McKenzie & Ernesto Schargrodsky, 2011. "Buying Less but Shopping More: The Use of Nonmarket Labor during a Crisis," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-43, January.
    19. Sowell, Fallaw, 1992. "Maximum likelihood estimation of stationary univariate fractionally integrated time series models," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 165-188.
    20. Diebold, Francis X. & Rudebusch, Glenn D., 1991. "On the power of Dickey-Fuller tests against fractional alternatives," Economics Letters, Elsevier, vol. 35(2), pages 155-160, February.
    21. Reisen Valderio A & Cribari-Neto Francisco & Jensen Mark J, 2003. "Long Memory Inflationary Dynamics: The Case of Brazil," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 7(3), pages 1-18, October.
    22. Manuel Monge & Ana Lazcano, 2022. "Commodity Prices after COVID-19: Persistence and Time Trends," Risks, MDPI, vol. 10(6), pages 1-20, June.
    23. Dieckelmann, Daniel, 2021. "Market sentiment, financial fragility, and economic activity: The role of corporate securities issuance," Discussion Papers 2021/6, Free University Berlin, School of Business & Economics.
    24. van der Wielen, Wouter & Barrios, Salvador, 2021. "Economic sentiment during the COVID pandemic: Evidence from search behaviour in the EU," Journal of Economics and Business, Elsevier, vol. 115(C).
    25. Liya Chu & Xue-Zhong He & Kai Li & Jun Tu, 2015. "Market Sentiment and Paradigm Shifts," Research Paper Series 356, Quantitative Finance Research Centre, University of Technology, Sydney.
    26. Giovanni Barone-Adesi & Matteo Pisati & Carlo Sala, 2018. "Greed and Fear: The Nature of Sentiment," Swiss Finance Institute Research Paper Series 18-45, Swiss Finance Institute.
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