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The impact of COVID-19 on tourism expenditures: A Quasi-DiD analysis

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  • Alice Guerra
  • Pierpaolo Pattitoni
  • Laura Vici

Abstract

We investigate the impact of COVID-19 on tourism expenditures by analyzing survey data collected from participants of one of the major amateur cycling races in Italy—the Nove Colli. We gathered information from different types of participants (tourists, residents, day-trippers) about their travel expenses, accommodation, food and beverage, and side goods such as sports equipment. The survey covers three race editions: pre-COVID-19 in 2016, post-lockdown in 2021, and post-COVID-19 in 2022, for a total of 2734 respondents. Using a quasi-difference-in-differences approach, we find a significant increase in total tourism expenditures due to COVID-19, primarily driven by a substantial increase in side goods expenses, which more than doubled the rise in food and beverage expenses. This result can be partly explained through revenge spending as a form of compensatory consumption behavior and inform policy-makers on how individuals’ spending patterns may change in the aftermath of an exogenous shock.

Suggested Citation

  • Alice Guerra & Pierpaolo Pattitoni & Laura Vici, 2024. "The impact of COVID-19 on tourism expenditures: A Quasi-DiD analysis," Tourism Economics, , vol. 30(8), pages 2134-2158, December.
    • Handle: RePEc:sae:toueco:v:30:y:2024:i:8:p:2134-2158
    DOI: 10.1177/13548166241255401
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    1. Yang, Yang & Altschuler, Benjamin & Liang, Zhengkang & Li, Xiang (Robert), 2021. "Monitoring the global COVID-19 impact on tourism: The COVID19tourism index," Annals of Tourism Research, Elsevier, vol. 90(C).
    2. Jesyca Salgado-Barandela & à ngel Barajas & Patricio Sánchez-Fernández, 2021. "Sport-event portfolios: An analysis of their ability to attract revenue from tourism," Tourism Economics, , vol. 27(3), pages 436-454, May.
    3. Aliperti, Giuseppe & Sandholz, Simone & Hagenlocher, Michael & Rizzi, Francesco & Frey, Marco & Garschagen, Matthias, 2019. "Tourism, Crisis, Disaster: An Interdisciplinary Approach," Annals of Tourism Research, Elsevier, vol. 79(C).
    4. Stetic, Snezana & Simicevic, Dario & Stanic, Sara, 2011. "Same-Day Trips: A Chance Of Urban Destination Development," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 2(2), pages 113-124.
    5. Deschamps, Pierre & De Sousa, José, 2021. "Labor mobility and racial discrimination," European Economic Review, Elsevier, vol. 135(C).
    6. Fourie, Johan & Santana-Gallego, María, 2011. "The impact of mega-sport events on tourist arrivals," Tourism Management, Elsevier, vol. 32(6), pages 1364-1370.
    7. Babin, Barry J & Darden, William R & Griffin, Mitch, 1994. "Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(4), pages 644-656, March.
    8. Daniel Adrian Gârdan & Iuliana Petronela Gârdan & Mihai Andronie & Ionel Dumitru, 2020. "Sport Events Customers’ Behavior in the Light of Hedonic Consumption," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 12(3), pages 1-26, September.
    9. Albert Assaf & Raffaele Scuderi, 2020. "COVID-19 and the recovery of the tourism industry," Tourism Economics, , vol. 26(5), pages 731-733, August.
    10. Getz, Donald & Page, Stephen J., 2016. "Progress and prospects for event tourism research," Tourism Management, Elsevier, vol. 52(C), pages 593-631.
    11. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    12. Panayiotis Drakakis & Athanasios Papadaskalopoulos & Dimitrios Lagos, 2021. "Multipliers and impacts of active sport tourism in the Greek region of Messinia," Tourism Economics, , vol. 27(3), pages 527-547, May.
    13. Tuo Zhang & Maogang Tang, 2021. "The Impact of the COVID-19 Pandemic on Ambient Air Quality in China: A Quasi-Difference-in-Difference Approach," IJERPH, MDPI, vol. 18(7), pages 1-19, March.
    14. Chien-Chiang Lee & Mei-Ping Chen, 2022. "The impact of COVID-19 on the travel and leisure industry returns: Some international evidence," Tourism Economics, , vol. 28(2), pages 451-472, March.
    15. Liu, Yanfeng & Cai, Lanhui & Ma, Fei & Wang, Xueqin, 2023. "Revenge buying after the lockdown: Based on the SOR framework and TPB model," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    16. Thomas F. Cannon & Jamie Ford, 2002. "Relationship of Demographic and Trip Characteristics to Visitor Spending: An Analysis of Sports Travel Visitors across Time," Tourism Economics, , vol. 8(3), pages 263-271, September.
    17. Andrea Barquet & Juan Gabriel Brida & Linda Osti & Stefan Schubert, 2011. "An Analysis of Tourists' Expenditure on Winter Sports Events through the Tobit Censorate Model," Tourism Economics, , vol. 17(6), pages 1197-1217, December.
    18. Esther Vayá & José R Garcia & Jordi Suriñach & Ernest Pons, 2024. "Effects of the COVID-19 tourism crisis on the Spanish economy," Tourism Economics, , vol. 30(4), pages 1021-1038, June.
    19. Scarpi, Daniele & Pizzi, Gabriele & Visentin, Marco, 2014. "Shopping for fun or shopping to buy: Is it different online and offline?," Journal of Retailing and Consumer Services, Elsevier, vol. 21(3), pages 258-267.
    20. Park, Inyoung & Lee, Jieon & Lee, Daeho & Lee, Changjun & Chung, Won Young, 2022. "Changes in consumption patterns during the COVID-19 pandemic: Analyzing the revenge spending motivations of different emotional groups," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    21. Yang, Zhenbing & Fan, Meiting & Shao, Shuai & Yang, Lili, 2017. "Does carbon intensity constraint policy improve industrial green production performance in China? A quasi-DID analysis," Energy Economics, Elsevier, vol. 68(C), pages 271-282.
    22. John Y. Campbell & Stefano Giglio & Parag Pathak, 2011. "Forced Sales and House Prices," American Economic Review, American Economic Association, vol. 101(5), pages 2108-2131, August.
    23. Jakub Borowski & Krystian Jaworski, 2023. "Economic and behavioral determinants of forced household savings during the COVID-19 pandemic," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 237-253, February.
    24. Marcos à lvarez-Díaz & José María Chamorro-Rivas & Manuel González-Gómez & María Soledad Otero-Giráldez, 2024. "The impact of the COVID-19 outbreak on intra- and inter-regional domestic travel: Evidence from Spain," Tourism Economics, , vol. 30(4), pages 1039-1061, June.
    25. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
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