Lottery-Based versus Fixed Incentives to Increase Clinicians' Response to Surveys
Open accessAbstract
OBJECTIVE: To compare the effects of lottery-based and fixed incentives on clinicians' response to surveys. DATA SOURCES: Three randomized trials with fixed payments and actuarially equivalent lotteries. STUDY DESIGN: Trial 1 compared a low-probability/high-payout lottery, a high-probability/low-payout lottery, and no incentive. Trial 2 compared a moderate-probability/moderate-payout lottery with an unconditional fixed payment (payment sent with questionnaire). Trial 3 compared a moderate-probability/moderate-payout lottery with a conditional fixed payment (payment promised following response). PRINCIPAL FINDINGS: Neither the low-probability nor high-probability lotteries improved response compared with no incentive. Unconditional fixed payments produced significantly greater response than actuarially equivalent lotteries, but conditional fixed payments did not. CONCLUSIONS: Lottery-based incentives do not improve clinicians' response rates compared with no incentives, and they are inferior to unconditional fixed payments.
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Financial incentives may act as a universal, simple, adaptable, alternative reinforcer.
“Since many health-compromising behaviours have benefits that may vary across individuals, financial incentives may act as a universal, simple, adaptable, alternative reinforcer (Halpern et al., 2011; John et al., 2011, 2012; Kim et al., 2012; Kimmel et al., 2012; Kullgren et al., 2013; Loewenstein et al., 2013; Shea et al., 2012; Volpp et al., 2008, 2011).”
From Addressing sleep disturbances: an opportunity to prevent cardiometabolic disease? (2014) · cites this paper as Halpern et al., 2011
Several studies have documented the benefits of financial incentives to change relatively intractable health-compromising behaviours.
“As such, several studies have documented the benefits of financial incentives to change relatively intractable health-compromising behaviours (Cahill & Perera, 2011; Halpern et al., 2011; John et al., 2011; Kim et al., 2012; Kimmel et al., 2012; Kullgren et al., 2013; Volpp et al., 2008).”
From Addressing sleep disturbances: an opportunity to prevent cardiometabolic disease? (2014) · cites this paper as Halpern et al., 2011
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Cites
Prospect Theory: An Analysis of Decision under Risk
Kahneman, D., & Tversky, A. (1979) · Econometrica · doi:10.2307/1914185 · Cited by 48,524 · see citing works
Response rates to mail surveys published in medical journals
Asch, D. A., Jedrziewski, M. K., & Christakis, N. A. (1997) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(97)00126-1 · Cited by 2,110 · see citing works
Self-citationPsychological foundations of incentives
Fehr, E., & Falk, A. (2002) · European Economic Review · doi:10.1016/s0014-2921(01)00208-2 · Cited by 1,240 · see citing works
Reported response rates to mailed physician questionnaires.
Cummings, S., Konrad, T., & Savitz, L. (2020) · PubMed · doi:10.17615/e1d3-9q29 · Cited by 687 · see citing works
Mail Survey Response Rate: A Meta-Analysis of Selected Techniques for Inducing Response
Fox, R. J., Crask, M. R., & Kim, J.-H. (1988) · Public Opinion Quarterly · doi:10.1086/269125 · Cited by 677 · see citing works
P4P4P: An Agenda For Research On Pay-For-Performance For Patients
Volpp, K. G., Pauly, M. V., Loewenstein, G., & Bangsberg, D. (2009) · Health Affairs · doi:10.1377/hlthaff.28.1.206 · Cited by 136 · see citing works
Self-citationThe Effects of Lottery Incentive and Length of Questionnaire on Health Survey Response Rates
Kalantar, J. S., & Talley, N. J. (1999) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(99)00051-7 · Cited by 131 · see citing works
Warriner, K., Goyder, J., Gjertsen, H., Hohner, P., & McSpurren, K. (1996) · Public Opinion Quarterly · doi:10.1086/297772 · Cited by 126 · see citing works
Conducting Physician Mail Surveys on a Limited Budget
Asch, D. A., Christakis, N. A., & Ubel, P. A. (1998) · Medical Care · doi:10.1097/00005650-199801000-00011 · Cited by 122 · see citing works
Self-citationPhysician Response to a Mailed Survey an Experiment in Timing of Payment
Berry, S. H., & Kanouse, D. E. (1987) · Public Opinion Quarterly · doi:10.1086/269018 · Cited by 106 · see citing works
Halpern, S. D., Ubel, P. A., Berlin, J. A., & Asch, D. A. (2002) · Medical Care · doi:10.1097/00005650-200209000-00012 · Cited by 101 · see citing works
Self-citationResponse rates and representativeness: a lottery incentive improves physician survey return rates
Robertson, J., Walkom, E. J., & McGettigan, P. (2005) · Pharmacoepidemiology and Drug Safety · doi:10.1002/pds.1126 · Cited by 72 · see citing works
The effects of cash and lottery incentives on mailed surveys to physicians A randomized trial
Leung, G. M., Ho, L., Chan, M. F., Johnston, J. M., & Wong, F.-K. (2002) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(02)00442-0 · Cited by 70 · see citing works
Ulrich, C. M., Danis, M., Koziol, D. E., et al. (2005) · Nursing Research · doi:10.1097/00006199-200505000-00005 · Cited by 68 · see citing works
Randomized Trial of $20 Versus $50 Incentives to Increase Physician Survey Response Rates
Keating, N. L., Zaslavsky, A. M., Goldstein, J., West, D. W., & Ayanian, J. Z. (2008) · Medical Care · doi:10.1097/mlr.0b013e318178eb1d · Cited by 67 · see citing works
Choi, B. C. K., Pak, A. W. P., & Purdham, J. T. (1990) · Epidemiology · doi:10.1097/00001648-199001000-00015 · Cited by 56 · see citing works
Leung, G. M., Johnston, J. M., Saing, H., et al. (2004) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2003.12.021 · Cited by 50 · see citing works
Different Response Rates in a Trial of Two Envelope Styles in Mail Survey Research
Asch, D. A., & Christakis, N. A. (1994) · Epidemiology · doi:10.1097/00001648-199405000-00020 · Cited by 50 · see citing works
Self-citationLotteries as Incentives in Longitudinal Web Studies
Göritz, A. S., & Wolff, H. (2007) · Social Science Computer Review · doi:10.1177/0894439306292268 · Cited by 47 · see citing works
Timing payments to subjects of mail surveys: Cost-effectiveness and bias
Schweitzer, M. E., & Asch, D. A. (1995) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(95)00040-2 · Cited by 44 · see citing works
Self-citationHalpern, S. D., & Asch, D. A. (2003) · International Journal of Epidemiology · doi:10.1093/ije/dyg184 · Cited by 34 · see citing works
Self-citationCost-Effectiveness of a Lottery for Increasing Physicians’ Responses to a Mail Survey
Baron, G., Wals, P. D., & Milord, F. (2001) · Evaluation & the Health Professions · doi:10.1177/01632780122034777 · Cited by 31 · see citing works
Lottery incentives did not improve response rate to a mailed survey: a randomized controlled trial
Harris, I. A., Khoo, O., Young, J. M., et al. (2008) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2007.07.012 · Cited by 20 · see citing works
Development of an e-mail database of US intensive care physicians
Halpern, S. D., Hussen, S. A., Metkus, T. S., et al. (2007) · Journal of Critical Care · doi:10.1016/j.jcrc.2006.12.006 · Cited by 11 · see citing works
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Research works printed but not linked: 3
- American Association for Public Opinion Research (AAPOR). 2011. Standard Defi- nitions: Final Dispositions of Case Codes and Outcome Rates for Surveys. 7th Edition [accessed on March 8, 2011]. Available at http://www.aapor.org/Standard_ Definitions/3049.htm
- Haisley, E., K. G. Volpp, T. Pellathy, and G. Loewenstein. in press. ''Promoting Completion of Health Risk Assessments with Lottery Incentives.'' American Journal of Health Promotion.
- Halpern, S. D., S. A. Hussen, T. S. Metkus, N. S. Ward, J. M. Luce, and J. R. Curtis. 2007. ''Development of an Email Database of U.S. Intensive Care Physicians.'' Journal of Critical Care 22: 28-33.
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Singh, H., Spitzmueller, C., Petersen, N. J., Sawhney, M. K., Smith, M. W., Murphy, D. R., Espadas, D., Laxmisan, A., & Sittig, D. F. (2013) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2012-001267 · Cited by 92 · see citing works
Addressing sleep disturbances: an opportunity to prevent cardiometabolic disease?
Grandner, M. A. (2014) · International Review of Psychiatry · doi:10.3109/09540261.2014.911148 · Cited by 88 · see citing works
“…behaviours have benefi ts that may vary across individuals, fi nancial incentives may act as a universal, simple, adaptable, alternative reinforcer (Halpern et al., 2011; John et al., 2011, 2012; Kim et al., 2012; Kimmel et al., 2012; Kullgren et al., 2013; Loewenstein et al., 2013; Shea et al.,…”
Background
- Authors
- Halpern, S. D., Kohn, R., Dornbrand-Lo, A., Metkus, T., Asch, D. A., & Volpp, K. G.
- Affiliations
- Leonard Davis Institute of Health Economics (US)
- University of Pennsylvania (US)
- Brigham and Women's Hospital (US)
- Philadelphia VA Medical Center (US)
- Corresponding author
- Halpern, Scott D.
- Venue
- Health Services Research
- Publisher
- Wiley
- Published
- 2011-04-14
- Volume
- 46
- Issue
- 5
- Pages
- 1663-1674
- ISSN
- 0017-9124 (ISSN-L)
- PMC
- PMC3207198
- OpenAlex
- W2111335450
- Cited by
- 77
- References
- 24
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 3 · 2023: 5 · 2022: 4 · 2021: 4 · 2020: 16 · 2019: 4 · 2018: 9 · 2017: 7 · 2016: 3 · 2015: 4 · 2014: 4 · 2013: 3 · 2012: 5
- FWCI
- 13.88
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Health Services Research (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of Pennsylvania
- Topics
- Social Sciences › Sociology and Political Science › Survey Methodology and Nonresponse
- Physical Sciences › Mathematics › Statistics and Probability › Survey Sampling and Estimation Techniques
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Environmental Valuation
- Keywords
- lottery incentives, fixed payment, survey response rates, clinician participation, contingent payments, incentive design, conditional payments
- MeSH terms
- Attitude of Health Personnel, Choice Behavior, Humans, Motivation, Physicians, Surveys and Questionnaires, Token Economy, Chi-Square Distribution
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