Personal financial incentives for changing habitual health-related behaviors: A systematic review and meta-analysis

Eleni Mantzari, Florian Vogt, Ian Shemilt, Yinghui Wei, Julian P T Higgins, Theresa M Marteau, Eleni Mantzari, Florian Vogt, Ian Shemilt, Yinghui Wei, Julian P T Higgins, Theresa M Marteau

Abstract

Objectives: Uncertainty remains about whether personal financial incentives could achieve sustained changes in health-related behaviors that would reduce the fast-growing global non-communicable disease burden. This review aims to estimate whether: i. financial incentives achieve sustained changes in smoking, eating, alcohol consumption and physical activity; ii. effectiveness is modified by (a) the target behavior, (b) incentive value and attainment certainty, (c) recipients' deprivation level.

Methods: Multiple sources were searched for trials offering adults financial incentives and assessing outcomes relating to pre-specified behaviors at a minimum of six months from baseline. Analyses included random-effects meta-analyses and meta-regressions grouped by timed endpoints.

Results: Of 24,265 unique identified articles, 34 were included in the analysis. Financial incentives increased behavior-change, with effects sustained until 18months from baseline (OR: 1.53, 95% CI 1.05-2.23) and three months post-incentive removal (OR: 2.11, 95% CI 1.21-3.67). High deprivation increased incentive effects (OR: 2.17; 95% CI 1.22-3.85), but only at >6-12months from baseline. Other assessed variables did not independently modify effects at any time-point.

Conclusions: Personal financial incentives can change habitual health-related behaviors and help reduce health inequalities. However, their role in reducing disease burden is potentially limited given current evidence that effects dissipate beyond three months post-incentive removal.

Keywords: Financial incentives; Health promotion; Health-related behavior; Meta-analysis; Systematic review.

Copyright © 2015. Published by Elsevier Inc.

Figures

Fig. 1
Fig. 1
PRISMA flow diagram.
Fig. 2
Fig. 2
Study estimates of financial incentives effects on health behaviors at time-points from intervention start.
Fig. 3
Fig. 3
Study estimates of financial incentives effects on health behaviors at time-points after incentive removal.
Fig. 4
Fig. 4
The effect of financial incentives on health-behavior according to recipients' deprivation level at multiple measurement times.

References

    1. Andersen L.B., Schnohr P., Schroll M., Hein H.O. All-cause mortality associated with physical activity during leisure time, work, sports, and cycling to work. Arch. Intern. Med. 2000;160(11):1621.
    1. Batty G., Kivimaki M., Gray L., Smith G.D., Marmot M., Shipley M. Cigarette smoking and site-specific cancer mortality: testing uncertain associations using extended follow-up of the original Whitehall study. Ann. Oncol. 2008;19(5):996–1002.
    1. Batty G.D., Shipley M.J., Marmot M., Smith G.D. Physical activity and cause-specific mortality in men: further evidence from the Whitehall study. Eur. J. Epidemiol. 2001;17(9):863–869.
    1. Cox B.D., Whichelow M.J., Prevost A.T. Seasonal consumption of salad vegetables and fresh fruit in relation to the development of cardiovascular disease and cancer. Public Health Nutr. 2000;3(01):19–29.
    1. He F., Nowson C., Lucas M., MacGregor G. Increased consumption of fruit and vegetables is related to a reduced risk of coronary heart disease: meta-analysis of cohort studies. J. Hum. Hypertens. 2007;21(9):717–728.
    1. Heidemann C., Schulze M.B., Franco O.H., van Dam R.M., Mantzoros C.S., Hu F.B. Dietary patterns and risk of mortality from cardiovascular disease, cancer, and all causes in a prospective cohort of women. Circulation. 2008;118(3):230–237.
    1. Teo K.K., Ounpuu S., Hawken S. Tobacco use and risk of myocardial infarction in 52 countries in the INTERHEART study: a case–control study. Lancet. 2006;368(9536):647–658.
    1. Accessed on 20th August. 2011.
    1. WHO World Health Statistics 2012. 2012.
    1. WHO Global Action Plan for the Prevention And Control of Non-Communicable Diseases 2013–2020. 2013.
    1. Jochelson K. Improving Health Using Financial Incentives. King's Fund; London: 2007. Paying the patient.
    1. Kane R.L., Johnson P.E., Town R.J., Butler M. A structured review of the effect of economic incentives on consumers' preventive behavior. Am. J. Prev. Med. 2004;27(4):327–352.
    1. Sutherland K., Christianson J.B., Leatherman S. Impact of targeted financial incentives on personal health behavior a review of the literature. Med. Care Res. Rev. 2008;65(6 Suppl):36S–78S.
    1. Marteau T., Ashcroft R., Oliver A. Using financial incentives to achieve healthy behaviour. BMJ. Br. Med. J. 2009;338(7701):983–985.
    1. Cahill K., Perera R. Competitions and incentives for smoking cessation. Cochrane Database Syst. Rev. 2011;4
    1. Paul‐Ebhohimhen V., Avenell A. Systematic review of the use of financial incentives in treatments for obesity and overweight. Obes. Rev. 2008;9(4):355–367.
    1. Donatelle R., Prows S., Champeau D., Hudson D. Paper presented at: Poster session presented at the annual meeting of the American Public Health Association, Boston, MA. 2000. Using social support, biochemical feedback, and incentives to motivate smoking cessation during pregnancy: comparison of three intervention trials.
    1. Donatelle R.J., Prows S.L., Champeau D., Hudson D. Randomised controlled trial using social support and financial incentives for high risk pregnant smokers: Significant Other Supporter (SOS) program. Tob. Control. 2000;9(Suppl. 3):iii67–iii69.
    1. Gallagher S.M., Penn P.E., Schindler E., Layne W. A comparison of smoking cessation treatments for persons with schizophrenia and other serious mental illnesses. J. Psychoactive Drugs. 2007;39(4):487–497.
    1. Jeffery R.W., Hellerstedt W.L., Schmid T.L. Correspondence programs for smoking cessation and weight control: a comparison of two strategies in the Minnesota Heart Health Program. Health Psychol. 1990;9(5):585.
    1. Klesges R.C., Glasgow R.E., Klesges L.M., Morray K., Quale R. Competition and relapse prevention training in worksite smoking modification. Health Educ. Res. 1987;2(1):5–14.
    1. Rand C.S., Stitzer M.L., Bigelow G.E., Mead A.M. The effects of contingent payment and frequent workplace monitoring on smoking abstinence. Addict. Behav. 1989;14(2):121–128.
    1. Lussier J.P., Heil S.H., Mongeon J.A., Badger G.J., Higgins S.T. A meta‐analysis of voucher‐based reinforcement therapy for substance use disorders. Addiction. 2006;101(2):192–203.
    1. Leung G.M., Ho L.M., Chan M.F., Johnston J.M., Wong F.K. The effects of cash and lottery incentives on mailed surveys to physicians: a randomized trial. J. Clin. Epidemiol. 2002;55(8):801–807.
    1. Troxel A.B., Volpp K.G. Effectiveness of financial incentives for longer-term smoking cessation: evidence of absence or absence of evidence? Am. J. Health Promot. 2012;26(4):204–207.
    1. Volpp K.G., Troxel A.B., Pauly M.V. A randomized, controlled trial of financial incentives for smoking cessation. N. Engl. J. Med. 2009;360(7):699–709.
    1. Giné X., Karlan D., Zinman J. Put your money where your butt is: a commitment contract for smoking cessation. Am. Econ. J. 2010:213–235.
    1. Higgins J.P., Altman D.G., Gøtzsche P.C. The Cochrane Collaboration's tool for assessing risk of bias in randomised trials. BMJ Br. Med. J. 2011;343
    1. Anzures‐Cabrera J., Sarpatwari A., Higgins J. Expressing findings from meta‐analyses of continuous outcomes in terms of risks. Stat. Med. 2011;30(25):2967–2985.
    1. Avenell A., Broom J., Brown T. Systematic review of the long-term effects and economic consequences of treatments for obesity and implications for health improvement. Health Technol. Assess. 2004;8(21)
    1. Harbord R.M., Higgins J.P. Meta-regression in Stata. Stata J. 2008;8(4):493–519.
    1. Moher D., Liberati A., Tetzlaff J., Altman D.G. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann. Intern. Med. 2009;151(4):264–269.
    1. Francisco V.T., Paine A.L., Fawcett S.B., Johnston J., Banks D. An experimental evaluation of an incentive program to reduce serum cholesterol levels among health fair participants. Arch. Fam. Med. 1994;3(3):246.
    1. Jeffrey R.W. Monetary contracts in weight control: effectiveness of group and individual contracts of varying size. J. Consult. Clin. Psychol. 1983;51(2):242–248.
    1. Mahoney M.J. Self-reward and self-monitoring techniques for weight control. Behav. Ther. 1974;5(1):48–57.
    1. Norton R.S., Powers R.B. Distributed by ERIC Clearinghouse. 1980. Commitment contingencies in the behavioral treatment of obesity [S.l.]
    1. Wing R.R., Epstein L.H., Marcus M., Shapira B. Strong monetary contingencies for weight loss during treatment and maintenance. Behav. Ther. 1981;12(5):702–710.
    1. Donatelle R.J., Hudson D. National Conference of Tobacco and Health; San Francisco, California, USA: 2002. Using 5 A's and Incentives to Promote Prenatal Smoking Cessation. I.
    1. Galbo S.A. Employees at Risk for Type 2 Diabetes. 2011. Worksite weight loss intervention utilizing monetary incentives and contingency management for overweight and obese.
    1. Glasgow R.E., Hollis J.F., Ary D.V., Boles S.M. Results of a year-long incentives-based worksite smoking-cessation program. Addict. Behav. 1993;18(4):455–464.
    1. Heil S.H., Higgins S.T., Bernstein I.M. Effects of voucher‐based incentives on abstinence from cigarette smoking and fetal growth among pregnant women. Addiction. 2008;103(6):1009–1018.
    1. Hennrikus D.J., Jeffery R.W., Lando H.A. The SUCCESS project: the effect of program format and incentives on participation and cessation in worksite smoking cessation programs. J. Inf. 2002;92(2)
    1. Higgins S.T., Heil S.H., Solomon L.J. A pilot study on voucher-based incentives to promote abstinence from cigarette smoking during pregnancy and postpartum. Nicotine Tob. Res. 2004;6(6):1015–1020.
    1. Higgins S.T., Washio Y., Heil S.H. Financial incentives for smoking cessation among pregnant and newly postpartum women. Prev. Med. 2012;55:S33–S40.
    1. Jason L.A., McMahon S.D., Salina D. Assessing a smoking cessation intervention involving groups, incentives, and self-help manuals. Behav. Ther. 1995;26(3):393–408.
    1. Jeffery R.W., Bjornson-Benson W.M., Rosenthal B.S., Kurth C.L., Dunn M.M. Effectiveness of monetary contracts with two repayment schedules on weight reduction in men and women from self-referred and population samples. Behav. Ther. 1984;15(3):273–279.
    1. Jeffery R.W., Wing R.R., Thorson C., Burton L.R. Use of personal trainers and financial incentives to increase exercise in a behavioral weight-loss program. J. Consult. Clin. Psychol. 1998;66(5):777.
    1. Jeffery R.W., Wing R.R., Thorson C. Strengthening behavioral interventions for weight loss: a randomized trial of food provision and monetary incentives. J. Consult. Clin. Psychol. 1993;61(6):1038.
    1. John L.K., Norton L., Fassbender J.E., Volpp K.G. Financial incentives for extended weight loss: a randomized, controlled trial. J. Gen. Intern. Med. 2011;26(6):621–626.
    1. Klem M.L., Klesges R.C. Competition in a minimal-contact weight-loss program. J. Consult. Clin. Psychol. 1988;56(1):142–144.
    1. Kramer F.M., Jeffery R.W., Snell M.K., Forster J.L. Maintenance of successful weight loss over 1 year: effects of financial contracts for weight maintenance or participation in skills training. Behav. Ther. 1986;17(3):295–301.
    1. Long J.A., Jahnle E.C., Richardson D.M., Loewenstein G., Volpp K.G. Peer mentoring and financial incentives to improve glucose control in African American veterans: a randomized trial. Ann. Intern. Med. 2012;156(6):416–424.
    1. Saccone A.J., Israel A.C. Effects of experimenter versus significant other-controlled reinforcement and choice of target behavior on weight loss. Behav. Ther. 1978;9(2):271–278.
    1. Shoptaw S., Rotheram‐Fuller E., Yang X. Smoking cessation in methadone maintenance. Addiction. 2002;97(10):1317–1328.
    1. Volpp K.G., John L.K., Troxel A.B., Norton L., Fassbender J., Loewenstein G. Financial incentive-based approaches for weight loss. JAMA. 2008;300(22):2631–2637.
    1. Volpp K.G., Levy A.G., Asch D.A. A randomized controlled trial of financial incentives for smoking cessation. Cancer Epidemiol. Biomark. Prev. 2006;15(1):12–18.
    1. Windsor R.A., Lowe J.B., Bartlett E.E. The effectiveness of a worksite self-help smoking cessation program: a randomized trail. J. Behav. Med. 1988;11(4):407–421.
    1. Wing R.R., Jeffery R.W., Pronk N., Hellerstedt W.L. Effects of a personal trainer and financial incentives on exercise adherence in overweight women in a behavioral weight loss program. Obes. Res. 1996;4(5):457–462.
    1. Bloch M.J., Armstrong D.S., Dettling L., Hardy A., Caterino K., Barrie S. Partners in lowering cholesterol: comparison of a multidisciplinary educational program, monetary incentives, or usual care in the treatment of dyslipidemia identified among employees. J. Occup. Environ. Med. 2006;48(7):675–681.
    1. Crowley T.J., Macdonald M.J., Walter M.I. Behavioral anti-smoking trial in chronic obstructive pulmonary disease patients. Psychopharmacology. 1995;119(2):193–204.
    1. Tevyaw T.O.L., Colby S.M., Tidey J.W. Contingency management and motivational enhancement: a randomized clinical trial for college student smokers. Nicotine Tob. Res. 2009;11(6):739–749.
    1. Gomel M., Oldenburg B., Simpson J.M., Owen N. Work-site cardiovascular risk reduction: a randomized trial of health risk assessment, education, counseling, and incentives. Am. J. Public Health. 1993;83(9):1231–1238.
    1. Hunter R. UKSBM Annual Scientific Meeting. Stirling, UK. 2011. Can we nudge the population to be more physically active? A randomised controlled trial.
    1. Bauld L., Coleman T. UK Centre for Tobacco Control Studies; Nottingham and Bath: 2009. The Effectiveness of Smoking Cessation Interventions During Pregnancy: A Briefing Paper.
    1. Lumley J., Chamberlain C., Dowswell T., Oliver S., Oakley L., Watson L. Interventions for promoting smoking cessation during pregnancy. Cochrane Database Syst. Rev. 2009;3
    1. Sigmon S.C., Patrick M.E. The use of financial incentives in promoting smoking cessation. Prev. Med. 2012;55:S24–S32. (Supplement(0))
    1. Marteau T.M., Thorne J., Aveyard P., Hirst J., Sokal R. Financial incentives for smoking cessation in pregnancy: protocol for a single arm intervention study. BMC Pregnancy Childbirth. 2013;13(1):66.
    1. Jeffery R.W. Financial incentives and weight control. Prev. Med. 2012;55(Supplement(0)):S61–S67.
    1. Niza C., Rudisill C., Dolan P. Vouchers versus lotteries: what works best in promoting chlamydia screening? a cluster randomized controlled trial. Appl. Econ. Perspect. Pol. 2014;36(1):109–124.
    1. Ogden J. Health Psychology: A Textbook. Open University Press; 2012. Chapter 8: health promotion: changing health behaviours.
    1. Promberger M., Brown R.C., Ashcroft R.E., Marteau T.M. Acceptability of financial incentives to improve health outcomes in UK and US samples. J. Med. Ethics. 2011;37(11):682–687.
    1. Promberger M., Dolan P., Marteau T.M. “Pay them if it works”: discrete choice experiments on the acceptability of financial incentives to change health related behaviour. Soc. Sci. Med. 2012;75(12):2509–2514.
    1. Volpp K.G., Asch D.A., Galvin R., Loewenstein G. Redesigning employee health incentives — lessons from behavioral economics. N. Engl. J. Med. 2011;365(5):388–390.
    1. Marteau T.M., Hollands G.J., Fletcher P.C. Changing human behavior to prevent disease: the importance of targeting automatic processes. Science. 2012;337(6101):1492–1495.

Source: PubMed

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