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The Effect of Lockdown Repeal on Socialization: Bayesian Multilevel Difference-in-Differences Approach

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주제분류경영학

초록

The COVID-19 lockdown has had an unprecedented impact on people in various ways. This study evaluates the effect of lockdown repeal from both marketing and public-policy perspectives. Combining the Bayesian multilevel model with the difference-in-differences design, we find that a lockdown repeal has had a negative impact on socialization. Furthermore, the results show that those who have a low level of risk perception are less affected by lockdown repeal. Also, the negative effect of lockdown repeal varies depending on past socialization behaviors; that is, the lockdownrepeal effect is attenuated for those who socialized more than others in the past. Our findings contribute to the intersection of public policy and marketing literature and provide both academic and practical implications.

Abstract

The COVID-19 lockdown has had an unprecedented impact on people in various ways. This study evaluates the effect of lockdown repeal from both marketing and public-policy perspectives. Combining the Bayesian multilevel model with the difference-in-differences design, we find that a lockdown repeal has had a negative impact on socialization. Furthermore, the results show that those who have a low level of risk perception are less affected by lockdown repeal. Also, the negative effect of lockdown repeal varies depending on past socialization behaviors; that is, the lockdownrepeal effect is attenuated for those who socialized more than others in the past. Our findings contribute to the intersection of public policy and marketing literature and provide both academic and practical implications.

참고문헌 (72)

  1. Allen, Douglas W., "Covid-19 lockdown cost", benefits: A critical assessment of the literature, 2022, pp.29(1), 1~32
  2. Early evidence on social distancing in response to COVID-19 in the United States, "Andersen, Martin", University of North Carolina, ~ (2020)
  3. Arnon, Alexander, "Epidemiological and economic effects of lockdown", Brookings Papers on Economic Activity, 2020(3), pp.61~108 (2020)
  4. Atefi, Yashar, "Does selective sales force training work", Journal of Marketing Research, 55(5), pp.722~737 (2018)
  5. Austin, Peter C., "Moving towards best practice when using inverse probability of treatment weighting(IPTW)using the propensity score to estimate causal treatment effects in observational studies", Statistics in Medicine, 34(28), pp.3661~3679 (2015)
  6. Bottary, Ryan, "Age and chronotype influenced sleep timing changes during the first wave of the COVID-19pandemic", Journal of Sleep Research, 31(2), pp.1~7 (2022)
  7. Brehm, Jack W., "A theory of psychological reactance" (1966), Academic Press
  8. Brewer, Noel T., "Meta-analysis of the relationship between risk perception and health behavior : The example of vaccination", Health Psychology, 26(2), pp.136~145 (2007)
  9. The cost of staying open: Voluntary social distancing and lockdowns in the US, "Brzezinski, Adam", Department of Economics, University of Oxford, ~ (2020)
  10. Bu, Feifei, "Longitudinal changes in physical activity during and after the first national lockdown due to the COVID-19 pandemic in england", Scientific Reports, 11(1), pp.1~10 (2021)
  11. Champion, Victoria L., "Health behavior and health education:Theory, Research, and Practice, 4", pp.45~65 (2008)
  12. Cho, Sang-Wook, "Quantifying the impact of nonpharmaceutical interventions during the COVID-19 outbreak:The case of Sweden", The Econometrics Journal, 23(3), pp.323~344 (2020)
  13. Choi, Jeonghye, "Spatiotemporal analysis of imitation behavior across new buyers at an online grocery retailer", Journal of Marketing Research, 47(1), pp.75~89 (2010)
  14. Sungjee Choi, "Effect of Social Norm on Consumer Demand: Multiple Constraint Approach", 아시아마케팅저널, 22(1), pp.41~60 (2020), 한국마케팅학회
  15. Clee, Mona A., "Consumer behavior and psychological reactance", Journal of Consumer Research, 6(4), pp.389~405 (1980)
  16. Copping, L.T., "Anxiety and covid-19 compliance behaviors in the UK : The moderating role of conspiratorial thinking", Personality and Individual Differences, 192, pp.111604~ (2022)
  17. Cunningham, Tony J., "Boston college daily sleep and well-being survey data during early phase of the COVID-19 pandemic", Scientific Data, 8(1), pp.1~6 (2021)
  18. Datta, Hannes, "Changing their tune : How consumers' adoption of online streaming affects music consumption and discovery", Marketing Science, 37(1), pp.5~21 (2018)
  19. De Jonge, Patricia, "Putting the public back in behavioral public policy", Behavioural Public Policy, 2(2), pp.218~226 (2018)
  20. Demirtas¸-Madran and H. Andaç, "Accepting restrictions and compliance with recommended preventive behaviors for COVID-19 : A discussion based on the key approaches and current research on fear appeals", Frontiers in Psychology, 12, pp.1~15 (2021)
  21. Di Domenico, Giulia Pullano Laura, "Impact of lockdown on COVID-19 epidemic in île-de-France and possible exit strategies", BMC Medicine, 18(1), pp.1~13 (2020)
  22. Ding, Ding, "Is the COVID-19 lockdown nudging people to Be more active : A big data analysis", British Journal of Sports Medicine, 54(20), pp.1183~1184 (2020)
  23. Ekstrom, K.M., "Consumer socialization revisited" (2006), Elsevier Science Ltd
  24. "COVID-19 epi dashboard" (2020)[URL]
  25. Fields, Eric C., "With age comes well-being: Older age associated with lower stress, negative affect, and depression throughout the COVID-19 pandemic", Aging & Mental Health (2021)
  26. Fitzpatrick, Kevin M., "Fear of COVID-19 and the mental health consequences in America", Psychological Trauma: Theory, Research, Practice, and Policy, 12(S1), pp.S17~S21 (2020)[DOI]
  27. Flint, Alastair J., "Effect of COVID-19 on the mental health care of older people in Canada", International Psychogeriatrics, 32(10), pp.1113~1116 (2020)
  28. Floyd, Donna L., "A meta-analysis of research on protection motivation theory", Journal of Applied Social Psychology, 30(2), pp.407~429 (2000)
  29. Fowler, James H., "The effect of stay-at-home orders on COVID-19 cases and fatalities in the United States", medRxiv, ~ (2020)
  30. Exiting from lockdowns: Early evidence from reopenings in europe, "Franks, Jeffrey R.", International Monetary Fund, ~ (2020)
  31. Gelman, Andrew, "Data analysis using regression and multilevel hierarchical models" (2006), Cambridge University Press
  32. Glaeser, Edward L., "Learning from deregulation : The asymmetric impact of lockdown and reopening on risky behavior during COVID-19", Journal of Regional Science, 61(4), pp.696~709 (2021)
  33. Glogowsky, Ulrich, "How effective are social distancing policies? Evidence on the fight against COVID-19 from Germany", PLoS One, 16(9), pp.e0257363~ (2020)[DOI]
  34. Goodman-Bacon, Andrew, "Using difference-in-differences to identify causal effects of COVID-19policies", Survey Research Methods, 14(2), pp.153~158 (2020)
  35. Håkansson, A., "Fear of COVID-19, compliance with recommendations against virus transmission, and attitudes towards vaccination in Sweden", Heliyon, 8(1), pp.e08699~ (2022)
  36. "Why these 8 republican governors are holding out on statewide stay-at-home orders" (2020)[URL]
  37. Jo, Wooyong, "Opening the OTC drug market: The effect of deregulation on retail pharmacy's performance", International Journal of Research in Marketing, 39(3), pp.847~866 (2021)
  38. Jo, Wooyong, "Protecting consumers from themselves:Assessing consequences of usage restriction laws on online game usage and spending", Marketing Science, 39(1), pp.117~133 (2020)
  39. 정현우, "간편결제 수용이 사용자의 쇼핑앱 사용에 미치는 영향: 카카오페이와 카카오선물하기의 사례를 중심으로", 한국경영과학회지, 47(3), pp.33~48 (2022), 한국경영과학회
  40. 김지연, "Trans-Parasocial Relation Between Influencers and Viewers on Live Streaming Platforms: How Does It Affect Viewer Stickiness and Purchanse Intention?", 아시아마케팅저널, 24(2), pp.39~50 (2022), 한국마케팅학회
  41. 김양희, "Where You Live Matters to Have the American Dream: The Impact of Collective Social Capital on Perceived Economic Mobility and the Moderating Role of Income", 아시아마케팅저널, 23(1), pp.29~62 (2021), 한국마케팅학회
  42. King, Gary, "Why propensity scores should not Be used for matching", Political Analysis, 27(4), pp.435~454 (2019)
  43. Le, Kien, "The psychological consequences of COVID-19 lockdowns", International Review of Applied Economics, 35(2), pp.147~163 (2021)
  44. Lu, Peiyi, "Risk perception, preventive behavior, and medical care avoidance among American older adults during the COVID-19 pandemic", Journal of Aging and Health, 33(7-8), pp.577~584 (2021)
  45. McCarthy, Hannah, "Physical activity behavior before, during, and after COVID-19restrictions : Longitudinal smartphone-tracking study of adults in the United Kingdom", Journal of Medical Internet Research, 23(2), pp.e23701~ (2021)[DOI]
  46. Miles, David K., "Stay at home, protect the national health service, save lives”:A cost benefit analysis of the lockdown in the United Kingdom", International Journal of Clinical Practice, 7(5)통권 : 3, pp.e13674~ (2021)[DOI]
  47. Moschis, George P., "Consumer socialization : A theoretical and empirical analysis", Journal of Marketing Research, 15(4), pp.599~609 (1978)
  48. Nickell, Stephen, "Biases in dynamic models with fixed effects", Econometrica: Journal of the Econometric Society, pp.1417~1426 (1981)
  49. Joana, Nogueira, "Effects of estraining measures due to COVID-19: Pre-and post-lockdown cognitive status and mental health", Current Psychology, pp.1~10 (2021)
  50. Normington, James P, "Bayesian hierarchical differencein-differences models", Doctor, pp.2019
  51. Painter, Marcus, "Political beliefs affect compliance with government mandates", Journal of Economic Behavior & Organization, 185, pp.688~701 (2020)
  52. Palazzolo, Mike, "The minimum wage and consumer nutrition", Journal of Marketing Research, 58(5), pp.845~869 (2021)
  53. Petherick, Anna, "A worldwide assessment of changes in adherence to COVID-19 protective behaviours and hypothesized pandemic fatigue", Nature Human Behaviour, 5(9), pp.1145~1160 (2021)
  54. Pew Research Center, "Republicans, democrats move even further apart in coronavirus concerns" (2020), Pew Research Center
  55. Social contacts in the post-Lockdown period, "Poggi, Ambra", Management and Statistics, University of Milan Bicocca Department of Economics, ~ (2020)
  56. Presti, Sara Lo, "Psychological precursors of individual differences in COVID-19 lockdown adherence: Moderatedmoderation by personality and moral cognition measures", Personality and Individual Differences, 182, pp.111090~ (2021)
  57. Rodríguez-Larrad, Ana, "Impact of COVID-19 confinement on physical activity and sedentary behaviour in Spanish university students: Role of gender", International Journal of Environmental Research and Public Health, 18(2), pp.369~ (2021)
  58. Rogers, R. W., "Handbook of health behavior research 1: Personal and social determinants, Vols. 113-32" (1997), Plenum Press
  59. Sant'Anna, H.C. Pedro, "Doubly robust difference-in-differences estimators", Journal of Econometrics, 219(1), pp.101~122 (2020)
  60. Sheth, Jagdish, "Impact of covid-19 on consumer behavior:Will the old habits return or die?", Journal of Business Research, 117, pp.280~283 (2020)
  61. Singh, Surya, "Impacts of ntroducing and lifting nonpharmaceutical interventions on COVID-19 daily growth rate and compliance in the United States", Proceedings of the National Academy of Sciences, 118(12), pp.e202135911~ (2021)
  62. Skare, Marinko, "Impact of COVID-19 on the travel and tourism industry", Technological forecasting and social chang, 163, pp.120469~ (2021)
  63. Slater, Adam, "The Economic cost of coronavirus lockdowns", Oxford Economics, 44, pp.17~19 (2020)
  64. Stewart, David W., "Intended and unintended consequences of warning messages: A review and synthesis of empirical research", Journal of Public Policy and Marketing, 13(1), pp.1~19 (1994)
  65. Toker-Yildiz, Kamer, "Social interactions and monetary incentives in driving consumer repeat behavior", Journal of Marketing Research, 54(3), pp.364~380 (2017)
  66. Tsai, Alexander C., "Coronavirus disease 2019 (COVID-19) transmission in the United States before versus after relaxation of statewide social distancing measures", Clinical Infectious Diseases, 73(Supplement_2), pp.S120~S126 (2019)
  67. UNESCO, "Education: From disruption to recovery" (2021), UNESCO
  68. Wang, Yanwen, "Enduring effects of goal achievement and failure within customer loyalty programs: A large-scale field experiment", Marketing Science, 35(4), pp.565~575 (2016)
  69. Wang, Xia, "Social media peer communication and impacts on purchase intentions : A consumer socialization framework", Journal of Interactive Marketing, 26(4), pp.198~208 (2012)
  70. W€arneryd, Karl-Erik, "Handbook of economic psychology" (1988), Springer
  71. Advice for the public:Coronavirus disease (COVID-19), "World Health Organization", ~ (2022)
  72. Zhang, Shunyuan, "Frontiers: Can an artificial intelligence algorithm mitigate racial economic inequality? An analysis in the context of airbnb", Marketing Science, 40(5), pp.813~820 (2021)

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