IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v31y2022i4p614-646.html
   My bibliography  Save this article

Bandwagoning, free‐riding and heterogeneity in influenza vaccine decisions: An online experiment

Author

Listed:
  • Matteo M. Galizzi
  • Krystal W. Lau
  • Marisa Miraldo
  • Katharina Hauck

Abstract

‘Nudge’‐based social norms messages conveying high population influenza vaccination coverage levels can encourage vaccination due to bandwagoning effects but also discourage vaccination due to free‐riding effects on low risk of infection, making their impact on vaccination uptake ambiguous. We develop a theoretical framework to capture heterogeneity around vaccination behaviors, and empirically measure the causal effects of different messages about vaccination coverage rates on four self‐reported and behavioral vaccination intention measures. In an online experiment, N = 1365 UK adults are randomly assigned to one of seven treatment groups with different messages about their social environment's coverage rate (varied between 10% and 95%), or a control group with no message. We find that treated groups have significantly greater vaccination intention than the control. Treatment effects increase with the coverage rate up to a 75% level, consistent with a bandwagoning effect. For coverage rates above 75%, the treatment effects, albeit still positive, stop increasing and remain flat (or even decline). Our results suggest that, at higher coverage rates, free‐riding behavior may partially crowd out bandwagoning effects of coverage rate messages. We also find significant heterogeneity of these effects depending on the individual perceptions of risks of infection and of the coverage rates.

Suggested Citation

  • Matteo M. Galizzi & Krystal W. Lau & Marisa Miraldo & Katharina Hauck, 2022. "Bandwagoning, free‐riding and heterogeneity in influenza vaccine decisions: An online experiment," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 614-646, April.
  • Handle: RePEc:wly:hlthec:v:31:y:2022:i:4:p:614-646
    DOI: 10.1002/hec.4467
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4467
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.4467?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    2. Dolan, Paul & Galizzi, Matteo M., 2015. "Like ripples on a pond: Behavioral spillovers and their implications for research and policy," Journal of Economic Psychology, Elsevier, vol. 47(C), pages 1-16.
    3. Cornelia Betsch & Robert Böhm & Lars Korn & Cindy Holtmann, 2017. "On the benefits of explaining herd immunity in vaccine advocacy," Nature Human Behaviour, Nature, vol. 1(3), pages 1-6, March.
    4. Fischbacher, Urs & Gachter, Simon & Fehr, Ernst, 2001. "Are people conditionally cooperative? Evidence from a public goods experiment," Economics Letters, Elsevier, vol. 71(3), pages 397-404, June.
    5. Mahler, Heike I.M. & Kulik, James A. & Butler, Heather A. & Gerrard, Meg & Gibbons, Frederick X., 2008. "Social norms information enhances the efficacy of an appearance-based sun protection intervention," Social Science & Medicine, Elsevier, vol. 67(2), pages 321-329, July.
    6. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    7. Geoffard, Pierre-Yves & Philipson, Tomas, 1996. "Rational Epidemics and Their Public Control," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(3), pages 603-624, August.
    8. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    9. Geoffard, Pierre-Yves & Philipson, Tomas, 1997. "Disease Eradication: Private versus Public Vaccination," American Economic Review, American Economic Association, vol. 87(1), pages 222-230, March.
    10. Hershey, John C. & Asch, David A. & Thumasathit, Thi & Meszaros, Jacqueline & Waters, Victor V., 1994. "The Roles of Altruism, Free Riding, and Bandwagoning in Vaccination Decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 59(2), pages 177-187, August.
    11. Eakins, John, 2016. "An application of the double hurdle model to petrol and diesel household expenditures in Ireland," Transport Policy, Elsevier, vol. 47(C), pages 84-93.
    12. Michael A. Boozer & Tomas J. Philipson, 2000. "The Impact of Public Testing for Human Immunodeficiency Virus," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 419-446.
    13. Jeffrey T. Vietri & Meng Li & Alison P. Galvani & Gretchen B. Chapman, 2012. "Vaccinating to Help Ourselves and Others," Medical Decision Making, , vol. 32(3), pages 447-458, May.
    14. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    15. Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
    16. Schubert, Christian, 2017. "Green nudges: Do they work? Are they ethical?," Ecological Economics, Elsevier, vol. 132(C), pages 329-342.
    17. Milkman, Katherine L. & Beshears, John Leonard & Choi, James J. & Laibson, David I. & Madrian, Brigitte, 2011. "Using Implementation Intentions Prompts to Enhance Influenza Vaccination Rates," Scholarly Articles 8057976, Harvard Kennedy School of Government.
    18. Reiter, P.L. & McRee, A.-L. & Katz, M.L. & Paskett, E.D., 2015. "Human papillomavirus vaccination among young adult gay and bisexual men in the United States," American Journal of Public Health, American Public Health Association, vol. 105(1), pages 96-102.
    19. Baird, Sarah & Gong, Erick & McIntosh, Craig & Özler, Berk, 2014. "The heterogeneous effects of HIV testing," Journal of Health Economics, Elsevier, vol. 37(C), pages 98-112.
    20. Hunt Allcott & Todd Rogers, 2014. "The Short-Run and Long-Run Effects of Behavioral Interventions: Experimental Evidence from Energy Conservation," American Economic Review, American Economic Association, vol. 104(10), pages 3003-3037, October.
    21. Böhm, Robert & Betsch, Cornelia & Korn, Lars, 2016. "Selfish-rational non-vaccination: Experimental evidence from an interactive vaccination game," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 183-195.
    22. Robert Böhm & Nicolas W. Meier & Lars Korn & Cornelia Betsch, 2017. "Behavioural consequences of vaccination recommendations: An experimental analysis," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 66-75, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Falco, Paolo & Zaccagni, Sarah, 2020. "Promoting social distancing in a pandemic: Beyond the good intentions," OSF Preprints a2nys, Center for Open Science.
    2. Rong-Chang Jou & Yi-Hao Lu, 2021. "Car/Motorbike Drivers’ Willingness to Use and to Pay for Alcohol Interlock in Taiwan," IJERPH, MDPI, vol. 18(21), pages 1-18, November.
    3. Dadhi Adhikari & Jennifer A. Thacher & Janie M. Chermak & Robert P. Berrens, 2017. "Linking Forest to Faucets in a Distant Municipal Area: Public Support for Forest Restoration and Water Security in Albuquerque, New Mexico," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 3(01), pages 1-34, January.
    4. Richard Mussa, 2013. "Rural--urban differences in parental spending on children's primary education in Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 30(6), pages 789-811, December.
    5. Beltran, Jesusa C. & Pannell, David J. & Doole, Graeme J. & White, Benedict, 2011. "Factors that affect the use of herbicides in Philippine rice farming systems," Working Papers 108769, University of Western Australia, School of Agricultural and Resource Economics.
    6. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    7. Sabrina Eisenbarth & Louis Graham & Anouk S. Rigterink, 2021. "Can Reminders of Rules Induce Compliance? Experimental Evidence from a Common Pool Resource Setting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(4), pages 653-681, August.
    8. James Rude & Yves Surry & Robert Kron, 2014. "A generalized double-hurdle model of Swedish gambling expenditures," Applied Economics, Taylor & Francis Journals, vol. 46(34), pages 4151-4163, December.
    9. David Aristei & Federico Perali & Luca Pieroni, 2008. "Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach," Empirical Economics, Springer, vol. 35(1), pages 29-61, August.
    10. Boni, Maciej F. & Galvani, Alison P. & Wickelgren, Abraham L. & Malani, Anup, 2013. "Economic epidemiology of avian influenza on smallholder poultry farms," Theoretical Population Biology, Elsevier, vol. 90(C), pages 135-144.
    11. Mulder, Laetitia B. & Lokate, Mariëtte, 2022. "The effect of moral appeals on influenza vaccination uptake and support for a vaccination mandate among health care workers," Social Science & Medicine, Elsevier, vol. 312(C).
    12. Simon Binder & Robert Nuscheler, 2017. "Risk‐taking in vaccination, surgery, and gambling environments: Evidence from a framed laboratory experiment," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 76-96, December.
    13. Emine Coruh & Faruk Urak & Abdulbaki Bilgic & Steven T. Yen, 2022. "The role of household demographic factors in shaping transportation spending in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3485-3517, March.
    14. Eakins, John, 2016. "An application of the double hurdle model to petrol and diesel household expenditures in Ireland," Transport Policy, Elsevier, vol. 47(C), pages 84-93.
    15. Raman Kachurka & Michał W. Krawczyk & Joanna Rachubik, 2021. "Persuasive messages will not raise COVID-19 vaccine acceptance. Evidence from a nation-wide online experiment," Working Papers 2021-07, Faculty of Economic Sciences, University of Warsaw.
    16. Peter Z. Schochet, 2013. "A Statistical Model for Misreported Binary Outcomes in Clustered RCTs of Education Interventions," Journal of Educational and Behavioral Statistics, , vol. 38(5), pages 470-498, October.
    17. Zhang, Feng & Huang, Chung L. & Lin, Biing-Hwan, 2006. "Modeling Fresh Organic Produce Consumption: A Generalized Double-Hurdle Model Approach," 2006 Annual Meeting, February 5-8, 2006, Orlando, Florida 35435, Southern Agricultural Economics Association.
    18. Malik, Amyn A. & Ahmed, Noureen & Shafiq, Mehr & Elharake, Jad A. & James, Erin & Nyhan, Kate & Paintsil, Elliott & Melchinger, Hannah Camille & Team, Yale Behavioral Interventions & Malik, Fauzia A. , 2023. "Behavioral interventions for vaccination uptake: A systematic review and meta-analysis," Health Policy, Elsevier, vol. 137(C).
    19. James Carroll & Siobhan McCarthy & Carol Newman, 2005. "An Econometric Analysis of Charitable Donations in the Republic of Ireland," The Economic and Social Review, Economic and Social Studies, vol. 36(3), pages 229-249.
    20. Duan, Wei & Shen, Jinyu & Hogarth, Nicholas J. & Chen, Qian, 2021. "Risk preferences significantly affect household investment in timber forestry: Empirical evidence from Fujian, China," Forest Policy and Economics, Elsevier, vol. 125(C).

    More about this item

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:hlthec:v:31:y:2022:i:4:p:614-646. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.