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

Citations

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Cited by:

  1. 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.
  2. Pick, James B. & Ren, Fang & Sarkar, Avijit, 2025. "Social media access and purposeful use in China: Geospatial patterns and socioeconomic and COVID-19 influences," Telecommunications Policy, Elsevier, vol. 49(7).
  3. Lee, Wang-Sheng & Tran, Trang My & Yu, Lamont Bo, 2022. "Dual Circulation and Population Mobility during the Pandemic in China," IZA Discussion Papers 15269, IZA Network @ LISER.
  4. 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).
  5. 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.
  6. 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.
  7. 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.
  8. 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).
  9. 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).
  10. 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.
  11. 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).
  12. Kurukulasuriya Weerasinghe Tharindu Madushanka Fernando, 2025. "Factors Influencing the Online Grocery Shopping Intention among the Elderly Population in Sri Lanka," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(4), pages 2939-2951, April.
  13. 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).
  14. Shin, Youngchul & Lee, Younsoo, 2026. "Two-stage robust optimization approach for integrated supply chain planning with hybrid-dark stores," Omega, Elsevier, vol. 140(C).
  15. Christopher D. Cotton & Vaishali Garga & Justin Rohan, 2021. "Consumption Spending during the COVID-19 Pandemic," Current Policy Perspectives 93430, Federal Reserve Bank of Boston.
  16. 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.
  17. 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).
  18. Zheng, Huanhuan, 2023. "Sovereign debt responses to the COVID-19 pandemic," Journal of International Economics, Elsevier, vol. 143(C).
  19. 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).
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. Angelov, Nikolay & Waldenström, Daniel, 2021. "The Impact of COVID-19 on Economic Activity: Evidence from Administrative Tax Registers," Working Paper Series 1397, Research Institute of Industrial Economics, revised 24 Apr 2023.
  25. 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).
  26. 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).
  27. 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, IZA Network @ LISER.
  28. Chungeun Yoon, 2025. "Everyone knows what you did: evidence from public disclosure of travel logs," Empirical Economics, Springer, vol. 69(6), pages 3403-3436, December.
  29. 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.
  30. 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).
  31. 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.
  32. Naoki Tani, 2023. "True Impact of Japan's Covid State of Emergency on Consumption," KIER Working Papers 1092, Kyoto University, Institute of Economic Research.
  33. 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.
  34. Karolina Puławska, 2021. "Financial Stability of European Insurance Companies during the COVID-19 Pandemic," JRFM, MDPI, vol. 14(6), pages 1-16, June.
  35. 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).
  36. 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).
  37. 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.
  38. Yunshu Hu & Tianyi Zhang & Yuerong Zhuang, 2024. "Chinatowns: Indirect Casualties of the Pandemic," The American Economist, Sage Publications, vol. 69(1), pages 21-34, March.
  39. 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.
  40. Zheng Chang & Alex Wei Fung NG & Siying Peng & Dandi Shi, 2024. "Stock price reactions to reopening announcements after China abolished its zero-COVID policy," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
  41. Hiroyasu INOUE & Yasuyuki TODO, 2022. "Has COVID-19 Permanently Changed Online Consumption Behavior?," Discussion papers 22018, Research Institute of Economy, Trade and Industry (RIETI).
  42. 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).
  43. 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.
  44. 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).
  45. 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).
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  47. 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).
  48. De Schryder, Selien & Koutounidis, Nikolaos & Schoors, Koen & Weytjens, Johannes, 2025. "Assessing the heterogeneous impact of COVID-19 on consumption using bank transactions," Journal of Macroeconomics, Elsevier, vol. 84(C).
  49. 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.
  50. 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.
  51. 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.
  52. Emiliozzi, Simone & Rondinelli, Concetta & Villa, Stefania, 2025. "Unveiling consumption patterns during COVID-19: Insights from credit cards," Economic Modelling, Elsevier, vol. 147(C).
  53. Liu, Jialin & Li, Lin & Lu, Dong & E., Meihe, 2025. "FinTech and consumption resilience to uncertainty shocks: Evidence from digital wealth management in China," China Economic Review, Elsevier, vol. 94(PC).
  54. 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).
  55. 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.
  56. Kong, Gaowen & Kong, Dongmin & Shi, Lu, 2022. "Sleeplessness in COVID-19 pandemic: Lockdown and anxiety," Journal of Asian Economics, Elsevier, vol. 80(C).
  57. 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.
  58. 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.
  59. 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.
  60. Boto-García, David, 2023. "Investigating the two-way relationship between mobility flows and COVID-19 cases," Economic Modelling, Elsevier, vol. 118(C).
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. 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).
  66. Stankov, Petar, 2024. "Will voters polarize over pandemic restrictions? Theory and evidence from COVID-19," Economic Modelling, Elsevier, vol. 136(C).
  67. 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.
  68. 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).
  69. 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.
  70. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
  71. 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).
  72. 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).
  73. 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).
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