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A Demand Systems Approach to Understanding Medium‐Term Post‐Pandemic Consumption Trends

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  • Long Hai Vo
  • Kirsten Martinus
  • Brett Smith

Abstract

Recent research has documented the immediate negative impact of the COVID‐19 pandemic on household and business consumption, but there is still limited investigation into the medium‐term effects in specific consumption categories. This paper addresses this gap using a vector autoregression analysis of a system of aggregated consumer final demand across Australia. We highlight the importance of studying a demand system, as opposed to investigating independent consumption categories, due to the interactive evolution of consumption during the pandemic. Modelling the paths of various consumption categories in response to shocks from one another, we find that, despite the large and abrupt shocks to consumption during the first two quarters of 2020, most categories reverted to pre‐COVID levels when restrictions were lifted. Importantly, transportation had the largest and most persistent decline. Overall, shocks to sectors other than food, alcohol and education were outside the counterfactual forecast confidence intervals estimated based on pre‐COVID information.

Suggested Citation

  • Long Hai Vo & Kirsten Martinus & Brett Smith, 2023. "A Demand Systems Approach to Understanding Medium‐Term Post‐Pandemic Consumption Trends," Economic Papers, The Economic Society of Australia, vol. 42(2), pages 183-199, June.
    • Handle: RePEc:bla:econpa:v:42:y:2023:i:2:p:183-199
    DOI: 10.1111/1759-3441.12380
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    References listed on IDEAS

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    1. Carola Binder, 2020. "Coronavirus Fears and Macroeconomic Expectations," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 721-730, October.
    2. Michele Lenza & Giorgio E. Primiceri, 2022. "How to estimate a vector autoregression after March 2020," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 688-699, June.
    3. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    4. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    5. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    6. Pfaff, Bernhard, 2008. "VAR, SVAR and SVEC Models: Implementation Within R Package vars," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i04).
    7. David Finck & Peter Tillmann, 2022. "Pandemic Shocks and Household Spending," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(2), pages 273-299, April.
    8. William Larson & Weihua Zhao, 2017. "Telework: Urban Form, Energy Consumption, And Greenhouse Gas Implications," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 714-735, April.
    9. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    10. Marc Jim Mariano & George Verikios, 2022. "Understanding the Effects of Coronavirus on Australian Households: A Macro–Micro Analysis," Economic Papers, The Economic Society of Australia, vol. 41(3), pages 215-231, September.
    11. Bruno Carvalho & Susana Peralta & Joao Pereira dos Santos, 2020. "What and how did people buy during the Great Lockdown? Evidence from electronic payments," Working Papers ECARES 2020-20, ULB -- Universite Libre de Bruxelles.
    12. Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen & Adam Sheridan, 2020. "Pandemic, Shutdown and Consumer Spending: Lessons from Scandinavian Policy Responses to COVID-19," Papers 2005.04630, arXiv.org.
    13. Makin, Anthony J. & Layton, Allan, 2021. "The global fiscal response to COVID-19: Risks and repercussions," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 340-349.
    14. Kubota, So & Onishi, Koichiro & Toyama, Yuta, 2021. "Consumption responses to COVID-19 payments: Evidence from a natural experiment and bank account data," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1-17.
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