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The Impact of the COVID-19 Pandemic on Consumption: Learning from High-Frequency Transaction Data

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Cited by:

  1. Zheng Chang & Alex Wei Fung NG & Siying Peng & Dandi Shi, 2024. "Stock price reactions to reopening announcements after China abolished its zero-COVID policy," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
  2. Hiroyasu INOUE & Yasuyuki TODO, 2022. "Has COVID-19 Permanently Changed Online Consumption Behavior?," Discussion papers 22018, Research Institute of Economy, Trade and Industry (RIETI).
  3. Gong, Da & Shang, Zhuocheng & Su, Yaqin & Yan, Andong & Zhang, Qi, 2024. "Economic impacts of China's zero-COVID policies," China Economic Review, Elsevier, vol. 83(C).
  4. Kwan Ok Lee & Hyojung Lee, 2022. "Public responses to COVID‐19 case disclosure and their spatial implications," Journal of Regional Science, Wiley Blackwell, vol. 62(3), pages 732-756, June.
  5. Angelov, Nikolay & Waldenström, Daniel, 2023. "The Economic Effects of COVID-19 in Sweden: A Report on Income, Taxes, Distribution, and Government Support Policies," IZA Policy Papers 200, Institute of Labor Economics (IZA).
  6. Barbara Baarsma & Jesse Groenewegen, 2021. "Correction to: COVID-19 and the Demand for Online Grocery Shopping: Empirical Evidence from the Netherlands," De Economist, Springer, vol. 169(4), pages 423-426, November.
  7. Scott R. Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis, 2023. "Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments," Review of Finance, European Finance Association, vol. 27(6), pages 2271-2304.
  8. Ai, Hongshan & Zhong, Tenglong & Zhou, Zhengqing, 2022. "The real economic costs of COVID-19: Insights from electricity consumption data in Hunan Province, China," Energy Economics, Elsevier, vol. 105(C).
  9. repec:ces:ceswps:_10000 is not listed on IDEAS
  10. Wan, Liyang & Wan, Qian, 2022. "High-speed railway and the intercity transmission of epidemics: Evidence from COVID-19 in China," Economic Modelling, Elsevier, vol. 114(C).
  11. Nikolay Angelov & Daniel Waldenström, 2021. "The Impact of Covid-19 on Economic Activity: Evidence from Administrative Tax Registers," CESifo Working Paper Series 9182, CESifo.
  12. Lee, Wang-Sheng & Tran, Trang My & Yu, Lamont Bo, 2022. "Dual Circulation and Population Mobility during the Pandemic in China," IZA Discussion Papers 15269, Institute of Labor Economics (IZA).
  13. Chen, Zhuo & Li, Pengfei & Liao, Li & Liu, Lu & Wang, Zhengwei, 2024. "Assessing and addressing the coronavirus-induced economic crisis: Evidence from 1.5 billion sales invoices," China Economic Review, Elsevier, vol. 85(C).
  14. Shin, Jinwook & Kim, Seonghoon & Koh, Kanghyock, 2021. "Economic impact of targeted government responses to COVID-19: Evidence from the large-scale clusters in Seoul," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 199-221.
  15. Xilu Dong & Xuqiu Wei & Fei Shu & Qiang Su & Juntao Wang & Ning Liu & Junping Qiu, 2022. "A Bibliometric Analysis on Global Psychological and Behavioral Research Landscape on COVID-19 Pandemic," IJERPH, MDPI, vol. 19(2), pages 1-13, January.
  16. Xiong, Yanyan & Cui, Xue & Yu, Liuming, 2024. "Impact of COVID-19 pandemic on online consumption share: Evidence from China's mobile payment data," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
  17. Carlomagno, Guillermo & Eterovic, Nicolás & Hernández-Román, Luis G., 2024. "Disentangling demand and supply inflation shocks from electronic payments data," Economic Modelling, Elsevier, vol. 141(C).
  18. Woei Chyuan Wong & Edie Erman Che Johari & Shazida Jan Mohd Khan & Siti Nurazira Mohd Daud & Mohd Yushairi Mat Yusoff & Hafirda Akma Musaddad, 2023. "From Outbreak to Vaccination: An Analysis of the Commercial Property Market Reaction to COVID-19 in Malaysia," International Real Estate Review, Global Social Science Institute, vol. 26(3), pages 267-298.
  19. Dorn, Florian & Lange, Berit & Braml, Martin & Gstrein, David & Nyirenda, John L.Z. & Vanella, Patrizio & Winter, Joachim & Fuest, Clemens & Krause, Gérard, 2023. "The challenge of estimating the direct and indirect effects of COVID-19 interventions – Toward an integrated economic and epidemiological approach," Economics & Human Biology, Elsevier, vol. 49(C).
  20. Hao, Xiangchao & Sun, Qinru & Xie, Fang, 2022. "The COVID-19 pandemic, consumption and sovereign credit risk: Cross-country evidence," Economic Modelling, Elsevier, vol. 109(C).
  21. Xiaojing Sheng & Seth C. Ketron & Yubing Wan, 2022. "Identifying consumer segments based on COVID‐19 pandemic perceptions and responses," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(1), pages 34-67, March.
  22. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2025. "The cost of the COVID-19 crisis: Lockdowns, macroeconomic expectations, and consumer spending," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
  23. Qiao Liu & Qiaowei Shen & Zhenghua Li & Shu Chen, 2021. "Stimulating Consumption at Low Budget: Evidence from a Large-Scale Policy Experiment Amid the COVID-19 Pandemic," Management Science, INFORMS, vol. 67(12), pages 7291-7307, December.
  24. Valentin Voytenkov & Olga Demidova, 2023. "Impact of COVID-19 on household consumption in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 72, pages 73-99.
  25. Emiliozzi, Simone & Rondinelli, Concetta & Villa, Stefania, 2025. "Unveiling consumption patterns during COVID-19: Insights from credit cards," Economic Modelling, Elsevier, vol. 147(C).
  26. Christopher D. Cotton & Vaishali Garga & Justin Rohan, 2021. "Consumption Spending during the COVID-19 Pandemic," Current Policy Perspectives 93430, Federal Reserve Bank of Boston.
  27. Li, Teng & Qian, Wenlan & Xiong, Wei A. & Zou, Xin, 2022. "Employee output response to stock market wealth shocks," Journal of Financial Economics, Elsevier, vol. 146(2), pages 779-796.
  28. Zheng, Huanhuan, 2023. "Sovereign debt responses to the COVID-19 pandemic," Journal of International Economics, Elsevier, vol. 143(C).
  29. Manyong, Victor & Bokanga, Mpoko & Akonkwa Nyamuhirwa, Dieu-Merci & Bamba, Zoumana & Adeoti, Razack & Mwepu, Gregoire & Cole, Steven M. & Dontsop Nguezet, Paul Martin, 2022. "COVID-19 outbreak and rural household food security in the Western Democratic Republic of the Congo," World Development Perspectives, Elsevier, vol. 28(C).
  30. Zeng, Xiangquan & Chu, Shuai & Chen, Xuan, 2025. "China's labor market demand in the shadow of COVID-19: Evidence from an online job board," Journal of Asian Economics, Elsevier, vol. 97(C).
  31. Hakan Yilmazkuday, 2021. "Changes in Consumption in the Early COVID-19 Era: Zip-Code Level Evidence from the U.S," JRFM, MDPI, vol. 14(10), pages 1-10, October.
  32. Kong, Gaowen & Kong, Dongmin & Shi, Lu, 2022. "Sleeplessness in COVID-19 pandemic: Lockdown and anxiety," Journal of Asian Economics, Elsevier, vol. 80(C).
  33. Nikolay Angelov & Daniel Waldenström, 2023. "The impact of Covid-19 on economic activity: evidence from administrative tax registers," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1718-1746, December.
  34. Rhee, Hongjai, 2025. "Exploring revenue trends in alley commercial areas in Seoul, Korea," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 47(1), pages 1-17.
  35. Dutto, Davide & Mars, Krister & Eggert, Håkan, 2022. "The Economic Effects of the Covid-19 Pandemic on Swedish Shrimp Fishers," Working Papers in Economics 825, University of Gothenburg, Department of Economics.
  36. Nikolay Angelov & Daniel Waldenström, 2023. "The Economic Effects of Covid-19 in Sweden: A Report on Income, Taxes, Distribution, and Government Support Policies," CESifo Working Paper Series 10547, CESifo.
  37. Mingsong Hao & Chuntian Lu & Xi Zhou & Jing Xu, 2023. "How Agricultural Farmers Respond to Risks during the COVID-19 Pandemic: An Exploration through the Dual Social Capitals Approach," Agriculture, MDPI, vol. 13(2), pages 1-18, February.
  38. Haibo Wang & Lutfu Sagbansua & Jaime Ortiz, 2023. "Assessing the Effect of the Magnitude of Spillovers on Global Supply Chains Using Quantile Vector Autoregressive and Wavelet Approaches," Sustainability, MDPI, vol. 15(19), pages 1-28, October.
  39. Melanie Koch & Thomas Scheiber, 2022. "Mitigating the impact of the pandemic on personal finances in CESEE: descriptive evidence for 2020," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q2/22, pages 63-96.
  40. Boto-García, David, 2023. "Investigating the two-way relationship between mobility flows and COVID-19 cases," Economic Modelling, Elsevier, vol. 118(C).
  41. Zeng, Xiangquan & Chu, Shuai & Chen, Xuan, 2022. "China's Labor Market Demand in the Shadow of COVID-19: Evidence from an Online Job Board," GLO Discussion Paper Series 1074, Global Labor Organization (GLO).
  42. Yoo, Jonghyun & Eom, Jiyong & Zhou, Yuyu, 2024. "Thermal comfort and retail sales: A big data analysis of extreme temperature's impact on brick-and-mortar stores," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
  43. Pongpitch Amatyakul & Panchanok Jumrustanasan & Pornchanok Tapkham, 2023. "What can 20 billion financial transactions tell us about the impacts of Covid-19 fiscal transfers?," BIS Working Papers 1130, Bank for International Settlements.
  44. Giovanni Bonaccorsi & Francesco Scotti & Andrea Flori & Fabio Pammolli, 2023. "Balancing health and economic impacts from targeted pandemic restrictions," Journal of Evolutionary Economics, Springer, vol. 33(4), pages 1047-1083, September.
  45. Jana Hamdan & Yuanwei Xu, 2022. "COVID-19 Lockdown Compliance, Financial Stress, and Acceleration in Technology Adoption in Rural Uganda," Discussion Papers of DIW Berlin 2007, DIW Berlin, German Institute for Economic Research.
  46. Ku, Inhoe & Ham, Sunyu & Moon, Heyjin, 2023. "Means-tested COVID-19 stimulus payment and consumer spending: Evidence from card transaction data in South Korea," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1359-1371.
  47. Zeng, Xiangquan & Chu, Shuai & Chen, Xuan, 2022. "China's Labor Market Demand in the Shadow of COVID-19: Evidence from an Online Job Board," IZA Discussion Papers 15201, Institute of Labor Economics (IZA).
  48. Zuokas, Danas & Gul, Evren & Lim, Alvin, 2022. "How did COVID-19 change what people buy: Evidence from a supermarket chain," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
  49. Ludmila Fadejeva & Boriss Siliverstovs & Karlis Vilerts & Anete Brinke, 2022. "Consumer Spending in the Covid-19 Pandemic: Evidence from Card Transactions in Latvia," Discussion Papers 2022/01, Latvijas Banka.
  50. Stankov, Petar, 2024. "Will voters polarize over pandemic restrictions? Theory and evidence from COVID-19," Economic Modelling, Elsevier, vol. 136(C).
  51. Lyudmil Naydenov, 2022. "Household Expenditure During A Pandemic: Covid-19 And The Case Of Bulgaria," Business Management, D. A. Tsenov Academy of Economics, Svishtov, Bulgaria, issue 4 Year 20, pages 18-34.
  52. Chen, Joy & Cheng, Zijun & Gong, Robin Kaiji & Li, Jinlin, 2022. "Riding out the COVID-19 storm: How government policies affect SMEs in China," China Economic Review, Elsevier, vol. 75(C).
  53. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
  54. Simone Emiliozzi & Concetta Rondinelli & Stefania Villa, 2023. "Consumption during the Covid-19 pandemic: evidence from Italian credit cards," Questioni di Economia e Finanza (Occasional Papers) 769, Bank of Italy, Economic Research and International Relations Area.
  55. Dursun-de Neef, H. Özlem & Schandlbauer, Alexander, 2022. "COVID-19, bank deposits, and lending," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 20-33.
  56. Naoki Tani, 2023. "True Impact of Japan's Covid State of Emergency on Consumption," KIER Working Papers 1092, Kyoto University, Institute of Economic Research.
  57. Byungjin Park & Joonmo Cho, 2023. "COVID-19 and Age Disparity in Credit Card Expenditures in Korea: Implications on the Government Relief Fund," SAGE Open, , vol. 13(4), pages 21582440231, December.
  58. Karolina Puławska, 2021. "Financial Stability of European Insurance Companies during the COVID-19 Pandemic," JRFM, MDPI, vol. 14(6), pages 1-16, June.
  59. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
  60. Jiang, Tingfeng & Liu, Taoxiong & Tang, Ke & Zeng, Jiaqing, 2022. "Online prices and inflation during the nationwide COVID-19 quarantine period: Evidence from 107 Chinese websites," Finance Research Letters, Elsevier, vol. 49(C).
  61. Chen, Jingjing & Chen, Wei & Liu, Ernest & Luo, Jie & Song, Zheng, 2025. "The economic cost of locking down like China: Evidence from city-to-city truck flows," Journal of Urban Economics, Elsevier, vol. 145(C).
  62. Zhao, Hongjun & Chen, Na, 2022. "Medium and long-term impact of SARS on total factor productivity（TFP): Empirical evidence from Chinese industrial enterprises," Journal of Asian Economics, Elsevier, vol. 82(C).
  63. Zhou, Wenyu & Zhou, Yujun & Zaremba, Adam & Long, Huaigang, 2024. "Stock market reactions under the shadow of the COVID-19 pandemic: Evidence from China," Journal of Behavioral and Experimental Finance, Elsevier, vol. 42(C).
  64. Liu, Yanfeng & Li, Xue & Yuen, Kum Fai, 2023. "Revenge buying: The role of negative emotions caused by lockdowns," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
  65. Giuseppe Rose & Desiré De Luca, 2024. "Health Concerns And Consumption Expectations During Covid-19: Evidence From A Fuzzy Regression Discontinuity Design," Working Papers 202401, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
  66. Liu, Na & Li, Jing, 2024. "The time code of online consumption: Exploring the impact of work hours on online consumption in the retail industry," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  67. Zheng, Yi & Ren, He, 2024. "COVID-19 vaccination and housing payments," Journal of Housing Economics, Elsevier, vol. 64(C).
  68. Francesco Scotti & Andrea Flori & Giovanni Bonaccorsi & Fabio Pammolli, 2023. "Do We Learn From Errors? The Economic Impact of Differentiated Policy Restrictions in Italy," International Regional Science Review, , vol. 46(5-6), pages 613-648, September.
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