Randomized trial of four financial-incentive programs for smoking cessation
Open accessAbstract
BACKGROUND: Financial incentives promote many health behaviors, but effective ways to deliver health incentives remain uncertain. METHODS: We randomly assigned CVS Caremark employees and their relatives and friends to one of four incentive programs or to usual care for smoking cessation. Two of the incentive programs targeted individuals, and two targeted groups of six participants. One of the individual-oriented programs and one of the group-oriented programs entailed rewards of approximately $800 for smoking cessation; the others entailed refundable deposits of $150 plus $650 in reward payments for successful participants. Usual care included informational resources and free smoking-cessation aids. RESULTS: Overall, 2538 participants were enrolled. Of those assigned to reward-based programs, 90.0% accepted the assignment, as compared with 13.7% of those assigned to deposit-based programs (P<0.001). In intention-to-treat analyses, rates of sustained abstinence from smoking through 6 months were higher with each of the four incentive programs (range, 9.4 to 16.0%) than with usual care (6.0%) (P<0.05 for all comparisons); the superiority of reward-based programs was sustained through 12 months. Group-oriented and individual-oriented programs were associated with similar 6-month abstinence rates (13.7% and 12.1%, respectively; P=0.29). Reward-based programs were associated with higher abstinence rates than deposit-based programs (15.7% vs. 10.2%, P<0.001). However, in instrumental-variable analyses that accounted for differential acceptance, the rate of abstinence at 6 months was 13.2 percentage points (95% confidence interval, 3.1 to 22.8) higher in the deposit-based programs than in the reward-based programs among the estimated 13.7% of the participants who would accept participation in either type of program. CONCLUSIONS: Reward-based programs were much more commonly accepted than deposit-based programs, leading to higher rates of sustained abstinence from smoking. Group-oriented incentive programs were no more effective than individual-oriented programs. (Funded by the National Institutes of Health and CVS Caremark; ClinicalTrials.gov number, NCT01526265.).
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Studies of financial rewards for weight loss or tobacco cessation yield initial benefits that wane over time.
“For example, studies of financial rewards to incentivize behavioral changes, such as weight loss or tobacco cessation, yield initial benefits that invariably wane precipitously over time80,81.”
From Maintenance of Lost Weight and Long-Term Management of Obesity (2018) · cites this paper as [80]
The Results (Effectiveness and Costs of Interventions) report that roughly half of those abstinent at six months submitted negative cotinine assays at 12 months, supporting a decline in documented abstinence after incentives ended. But the paper does not support 'invariably': reward-based programs remained superior to usual care at 12 months. The Discussion also describes unsustained early benefits in weight-loss trials specifically for group-oriented versus individual-oriented payments, not financial rewards generally. (LLM, conf=0.86)
Experimental — accuracy not yet measuredLonger-term sustained motivation is more likely when patients take ownership of behavioral changes and goals and engage in them because they are deeply meaningful or enjoyable.
“longer term sustained motivation is more likely when patients take ownership of their behavioral changes and goals, and engage in them because they are deeply meaningful or enjoyable80,81.”
From Maintenance of Lost Weight and Long-Term Management of Obesity (2018) · cites this paper as [80]
The Results report sustained smoking abstinence under financial-incentive programs, and the Discussion attributes a possible behavioral effect of deposits to loss aversion. Neither section addresses whether taking ownership of goals or finding a behavior meaningful or enjoyable makes long-term motivation more likely; searches for those concepts found no supporting passage in our copy. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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
Collective dynamics of ‘small-world’ networks
Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060 · see citing works
Prospect theory: An analysis of decision under risk
Kahneman, D. J., & Tversky, A. (1988) · Cambridge University Press eBooks · doi:10.1017/cbo9780511609220.014 · Cited by 32,700 · see citing works
The Health consequences of smoking—50 years of progress : a report of the Surgeon General
Lushniak, B. D., Samet, J. M., Pechacek, T. F., Norman, L., & Taylor, P. A. (2014) · Cited by 4,990 · see citing works
Identification of Causal Effects Using Instrumental Variables
Angrist, J. D., Imbens, G. W., & Rubin, D. B. (1996) · Journal of the American Statistical Association · doi:10.1080/01621459.1996.10476902 · Cited by 4,230 · see citing works
Danaei, G., Ding, E. L., Mozaffarian, D., Taylor, B., Rehm, J., Murray, C. J. L., & Ezzati, M. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000058 · Cited by 2,860 · see citing works
The collective dynamics of smoking in a large social network
Christakis, N. A., & Fowler, J. H. (2008) · New England Journal of Medicine · doi:10.1056/nejmsa0706154 · Cited by 2,390 · see citing works
Biochemical verification of tobacco use and cessation
Benowitz, N. L., III, P. J., Ahijevych, K., Jarvis, M. J., Hall, S., LeHouezec, J., Hansson, A., Lichtenstein, E., Henningfield, J., Tsoh, J., et al. (2002) · Nicotine & Tobacco Research · doi:10.1080/14622200210123581 · Cited by 1,800 · see citing works
A controlled trial of sustained-release bupropion, a nicotine patch, or both for smoking cessation
Jorenby, D. E., Leischow, S. J., Nides, M. A., Rennard, S. I., Johnston, J. A., Hughes, A. R., Smith, S. S., Muramoto, M. L., Daughton, D. M., Doan, K., et al. (1999) · New England Journal of Medicine · doi:10.1056/nejm199903043400903 · Cited by 1,585 · see citing works
Courtney, R. J. (2015) · Drug and Alcohol Review · doi:10.1111/dar.12309 · Cited by 1,438 · see citing works
Measures of abstinence in clinical trials: issues and recommendations
Hughes, J. R., Keely, J. P., NIAURA, R. S., Ossip-Klein, D. J., RICHMOND, R. L., & Swan, G. E. (2003) · Nicotine & Tobacco Research · doi:10.1093/ntr/5.1.13 · Cited by 1,058 · see citing works
Financial Incentive–Based Approaches for Weight Loss: A Randomized Trial
Volpp, K. G., John, L. K., Troxel, A. B., Norton, L., Fassbender, J., & Loewenstein, G. (2008) · JAMA · doi:10.1001/jama.2008.804 · Cited by 923 · see citing works
Self-citationA meta-analysis of voucher-based reinforcement therapy for substance use disorders
Lussier, J. P., Heil, S. H., Mongeon, J. A., Badger, G. J., & Higgins, S. T. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01311.x · Cited by 858 · see citing works
A Randomized, Controlled Trial of Financial Incentives for Smoking Cessation
Volpp, K. G., Troxel, A. B., Pauly, M. V., Glick, H. A., Puig, A., Asch, D. A., Galvin, R., Zhu, J., Wan, F., DeGuzman, J., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmsa0806819 · Cited by 836 · see citing works
Self-citationIncentives Improve Outcome in Outpatient Behavioral Treatment of Cocaine Dependence
Higgins, S. T. (1994) · Archives of General Psychiatry · doi:10.1001/archpsyc.1994.03950070060011 · Cited by 806 · see citing works
ECONOMETRICS IN OUTCOMES RESEARCH: The Use of Instrumental Variables
Newhouse, J. P., & McClellan, M. (1998) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.19.1.17 · Cited by 678 · see citing works
Give them prizes and they will come: Contingency management for treatment of alcohol dependence.
Petry, N. M., Martin, B. J. W., Cooney, J. L., & Kranzler, H. R. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.68.2.250 · Cited by 515 · see citing works
Does delay discounting play an etiological role in smoking or is it a consequence of smoking?
Audrain-McGovern, J., Rodriguez, D., Epstein, L. H., Cuevas, J., Rodgers, K., & Wileyto, E. P. (2009) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2008.12.019 · Cited by 403 · see citing works
Self-citationGive them prizes and they will come: Contingency management for treatment of alcohol dependence.
Petry, N. M., Martin, B., Cooney, J. L., et al. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.2.250 · Cited by 379 · see citing works
Should we pay the patient? Review of financial incentives to enhance patient compliance
Giuffrida, A., & Torgerson, D. J. (1997) · BMJ · doi:10.1136/bmj.315.7110.703 · Cited by 337 · see citing works
Improper analysis of trials randomised using stratified blocks or minimisation
Kahan, B. C., & Morris, T. P. (2011) · Statistics in Medicine · doi:10.1002/sim.4431 · Cited by 333 · see citing works
On estimating efficacy from clinical trials
Sommer, A. H., & Zeger, S. L. (1991) · Statistics in Medicine · doi:10.1002/sim.4780100110 · Cited by 325 · see citing works
A structured review of the effect of economic incentives on consumers' preventive behavior
Kane, R. L., Johnson, P. E., Town, R., & Butler, M. E. (2004) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.07.002 · Cited by 287 · see citing works
A test of financial incentives to improve warfarin adherence
Volpp, K. G. M., Loewenstein, G. F., Troxel, A. B., Doshi, J. A., Price, M., Laskin, M. S., & Kimmel, S. E. (2008) · BMC Health Services Research · doi:10.1186/1472-6963-8-272 · Cited by 262 · see citing works
Self-citationIndividual- Versus Group-Based Financial Incentives for Weight Loss
Kullgren, J. T., Troxel, A. B., Loewenstein, G. F., Asch, D. A., Norton, L. A., Wesby, L., Tao, Y., Zhu, J., & Volpp, K. G. M. (2013) · Annals of Internal Medicine · doi:10.7326/0003-4819-158-7-201304020-00002 · Cited by 204 · see citing works
Self-citationSussman, J. B., & Hayward, R. A. (2010) · BMJ · doi:10.1136/bmj.c2073 · Cited by 197 · see citing works
Commitment Devices: Using Initiatives to Change Behavior
Rogers, T., Milkman, K. L., & Volpp, K. G. (2014) · JAMA · doi:10.1001/jama.2014.3485 · Cited by 185 · see citing works
Self-citationAdaptive Designs for Randomized Trials in Public Health
Brown, C. H., Ten Have, T. R., Jo, B., Dagne, G., Wyman, P. A., Muthén, B., & Gibbons, R. D. (2009) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.031308.100223 · Cited by 184 · see citing works
Estimating the cost of a smoking employee
Berman, M., Crane, R., Seiber, E., & Munur, M. (2014) · Tobacco Control · doi:10.1136/tobaccocontrol-2012-050888 · Cited by 180 · see citing works
Impact of Targeted Financial Incentives on Personal Health Behavior
Sutherland, K., Christianson, J. B., & Leatherman, S. T. (2008) · Medical Care Research and Review · doi:10.1177/1077558708324235 · Cited by 176 · see citing works
A Systematic Review of the Effectiveness of Group versus Individual Treatments for Adult Obesity
Paul-Ebhohimhen, V., & Avenell, A. (2009) · Obesity Facts · doi:10.1159/000186144 · Cited by 174 · see citing works
Adaptive Designs: Terminology and Classification
Dragalin, V. (2006) · Drug Information Journal · doi:10.1177/216847900604000408 · Cited by 142 · see citing works
(2002) · PubMed · Cited by 139 · see citing works
Jeffery, R. W., Gerber, W. M., Rosenthal, B., & Lindquist, R. A. (1983) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.51.2.242 · Cited by 137 · 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-citationEffectiveness of Extended-Duration Transdermal Nicotine Therapy: A Randomized Trial
Schnoll, R. A., Patterson, F., Wileyto, E. P., Heitjan, D. F., Shields, A. E., Asch, D. A., & Lerman, C. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-152-3-201002020-00005 · Cited by 126 · see citing works
Self-citationRegret in economic and psychological theories of choice
Connolly, T., & Butler, D. (2006) · Journal of Behavioral Decision Making · doi:10.1002/bdm.510 · Cited by 111 · see citing works
Bounds on Causal Effects in Three-Arm Trials With Non-Compliance
Cheng, J., & Small, D. S. (2006) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.1467-9868.2006.00568.x · Cited by 103 · see citing works
Self-citationEfficient randomized-adaptive designs
Hu, F., Li, Z., & He, X. (2009) · The Annals of Statistics · doi:10.1214/08-aos655 · Cited by 100 · see citing works
Estimation of cigarette smoking-attributable morbidity in the United States.
Rostron, B., Chang, C. M., & Pechacek, T. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.5219 · Cited by 94 · see citing works
Commitment contracts as a way to health
Halpern, S., Asch, D., & Volpp, K. (2012) · British medical journal · doi:10.1136/bmj.e522 · Cited by 83 · see citing works
Self-citationHoelzl, E., & Loewenstein, G. F. (2005) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2005.04.004 · Cited by 59 · see citing works
Self-citationEfficient nonparametric estimation of causal effects in randomized trials with noncompliance
Cheng, J., Small, D. S., Tan, Z., & Have, T. R. T. (2009) · Biometrika · doi:10.1093/biomet/asn056 · Cited by 47 · see citing works
Self-citationReward-Based Incentives for Smoking Cessation
Volpp, K. G. M., & Galvin, R. (2014) · JAMA · doi:10.1001/jama.2014.418 · Cited by 39 · see citing works
Self-citationBehavioral Consequences of Corporate Incentives and Long-Term Bonuses: An Experimental Study
Schotter, A., & Weigelt, K. (1992) · Management Science · doi:10.1287/mnsc.38.9.1280 · Cited by 32 · see citing works
Does it work to pay people to live healthier lives?
Strickland, S. S. (2014) · BMJ · doi:10.1136/bmj.g2458 · Cited by 8 · see citing works
Preference-adaptive randomization in comparative effectiveness studies
French, B. C., Small, D. S., Novak, J., Saulsgiver, K. A., Harhay, M. O., Asch, D. A., Volpp, K. G. M., & Halpern, S. D. (2015) · Trials · doi:10.1186/s13063-015-0592-6 · Cited by 5 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Heart Disease and Stroke Statistics—2017 Update: A Report From the American Heart Association
Benjamin, E. J., Blaha, M. J., Chiuve, S. E., Cushman, M., Das, S. R., Deo, R., de Ferranti, S. D., Floyd, J., Fornage, M., Gillespie, C., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000485 · Cited by 12,591 · see citing works
Heart Disease and Stroke Statistics—2020 Update: A Report From the American Heart Association
Virani, S. S., Alonso, A., Benjamin, E. J., Bittencourt, M. S., Callaway, C. W., Carson, A. P., Chamberlain, A. M., Chang, A. R., Cheng, S., Delling, F. N., et al. (2020) · Circulation · doi:10.1161/cir.0000000000000757 · Cited by 9,175 · see citing works
Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
Benjamin, E. J., Muntner, P., Alonso, A., Bittencourt, M. S., Callaway, C. W., Carson, A. P., Chamberlain, A. M., Chang, A. R., Cheng, S., Das, S. R., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000659 · Cited by 9,036 · see citing works
Heart Disease and Stroke Statistics—2023 Update: A Report From the American Heart Association
Tsao, C. W., Aday, A. W., Almarzooq, Z. I., Anderson, C. A. M., Arora, P., Avery, C. L., Baker-Smith, C. M., Beaton, A. Z., Boehme, A. K., Buxton, A. E., et al. (2023) · Circulation · doi:10.1161/cir.0000000000001123 · Cited by 8,300 · see citing works
Heart disease and stroke statistics-2018 update: a report from the american heart association
Benjamin, E. J., Virani, S. S., Callaway, C. W., Chamberlain, A. M., Chang, A. R., Cheng, S., Chiuve, S. E., Cushman, M., Delling, F. N., Deo, R., et al. (2018) · Circulation · doi:10.1161/cir.0000000000000558 · Cited by 7,146 · see citing works
Heart Disease and Stroke Statistics—2022 Update: A Report From the American Heart Association
Tsao, C. W., Aday, A. W., Almarzooq, Z. I., Alonso, A., Beaton, A. Z., Bittencourt, M. S., Boehme, A. K., Buxton, A. E., Carson, A. P., Commodore-Mensah, Y., et al. (2022) · Circulation · doi:10.1161/cir.0000000000001052 · Cited by 5,987 · see citing works
Heart Disease and Stroke Statistics—2021 Update: A Report From the American Heart Association
Virani, S. S., Alonso, A., Aparicio, H. J., Benjamin, E. J., Bittencourt, M. S., Callaway, C. W., Carson, A. P., Chamberlain, A. M., Cheng, S., Delling, F. N., et al. (2021) · Circulation · doi:10.1161/cir.0000000000000950 · Cited by 5,784 · see citing works
Martin, S. S., Aday, A. W., Almarzooq, Z. I., Anderson, C. A. M., Arora, P., Avery, C. L., Baker-Smith, C. M., Barone Gibbs, B., Beaton, A. Z., Boehme, A. K., et al. (2024) · Circulation · doi:10.1161/cir.0000000000001209 · Cited by 2,800 · see citing works
Martin, S. S., Aday, A. W., Allen, N. B., Almarzooq, Z., Anderson, C. A. M., Arora, P. K., Avery, C. L., Baker-Smith, C. M., Bansal, N., Beaton, A., et al. (2025) · Circulation · doi:10.1161/cir.0000000000001303 · Cited by 1,206 · see citing works
The path to healthy ageing in China: a Peking University–Lancet Commission
Chen, X., Giles, J., Yao, Y., Yip, W. C.-M., Meng, Q., Berkman, L. F., Chen, H., Chen, X., Feng, J., Feng, Z., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(22)01546-x · Cited by 1,045 · see citing works
Maintenance of Lost Weight and Long-Term Management of Obesity
Hall, K. D., & Kahan, S. (2018) · Medical Clinics of North America · doi:10.1016/j.mcna.2017.08.012 · Cited by 876 · see citing works
“Whereas “white knuckling” and external, controlled motivations, such as directives from a spouse or health care provider, may lead to short-term weight loss, longer-term sustained motivation is more likely when patients take ownership of their behavioral changes and goals, and engage in them because they are deeply me…”
Background2018 ACC Expert Consensus Decision Pathway on Tobacco Cessation Treatment
Barua, R. S., Rigotti, N. A., Benowitz, N. L., Cummings, K. M., Jazayeri, M., Morris, P. B., Ratchford, E. V., Sarna, L., Stecker, E. C., & Wiggins, B. S. (2018) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2018.10.027 · Cited by 377 · see citing works
Song, Z., & Baicker, K. (2019) · JAMA · doi:10.1001/jama.2019.3307 · Cited by 371 · see citing works
Incentives for smoking cessation
Cahill, K., Hartmann‐Boyce, J., & Perera, R. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004307.pub5 · Cited by 329 · see citing works
Palaniappan, L. P., Allen, N. B., Almarzooq, Z., Anderson, C. A. M., Arora, P. K., Avery, C. L., Baker-Smith, C. M., Bansal, N., Currie, M. E., Earlie, R. S., et al. (2026) · Circulation · doi:10.1161/cir.0000000000001412 · Cited by 312 · see citing works
Incentives for smoking cessation
Notley, C., Gentry, S., Livingstone-Banks, J., Bauld, L., Perera, R., & Hartmann-Boyce, J. (2019) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004307.pub6 · Cited by 246 · see citing works
Evaluating the Health Impact of Large-Scale Public Policy Changes: Classical and Novel Approaches
Basu, S., Meghani, A., & Siddiqi, A. (2017) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044208 · Cited by 210 · see citing works
A Pragmatic Trial of E-Cigarettes, Incentives, and Drugs for Smoking Cessation
Halpern, S. D., Harhay, M. O., Saulsgiver, K. A., Brophy, C., Troxel, A. B., & Volpp, K. G. M. (2018) · New England Journal of Medicine · doi:10.1056/nejmsa1715757 · Cited by 210 · see citing works
Self-citationAlcohol and Self-Control: A Field Experiment in India
Schilbach, F. (2019) · American Economic Review · doi:10.1257/aer.20170458 · Cited by 202 · see citing works
Petry, N. M., Alessi, S. M., Olmstead, T. A., Rash, C. J., & Zajac, K. (2017) · Psychology of Addictive Behaviors · doi:10.1037/adb0000287 · Cited by 197 · see citing works
Hirshberg, A., Downes, K. L., & Srinivas, S. K. (2018) · BMJ Quality & Safety · doi:10.1136/bmjqs-2018-007837 · Cited by 179 · see citing works
Jamieson, N. J., Hanson, C. S., Josephson, M. A., Gordon, E. J., Craig, J. C., Halleck, F., Budde, K., & Tong, A. (2015) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2015.07.030 · Cited by 171 · see citing works
Zhang, J., Brackbill, D., Yang, S., Becker, J., Herbert, N., & Centola, D. (2016) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2016.08.008 · Cited by 170 · see citing works
Trusting nudges? Lessons from an international survey
Sunstein, C. R., Reisch, L. A., & Kaiser, M. (2018) · Journal of European Public Policy · doi:10.1080/13501763.2018.1531912 · Cited by 170 · see citing works
Applying Behavioral Economics to Public Health Policy
Matjasko, J. L., Cawley, J., Baker-Goering, M. M., & Yokum, D. V. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.02.007 · Cited by 163 · see citing works
Volpp, K. G. M., Troxel, A. B., Mehta, S. J., Norton, L. A., Zhu, J., Lim, R., Wang, W., Marcus, N., Terwiesch, C., Caldarella, K. L., et al. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.2449 · Cited by 126 · see citing works
Self-citationUsing Insights from Behavioral Economics to Mitigate the Spread of COVID-19
Soofi, M., Najafi, F., & Matin, B. K. (2020) · Applied Health Economics and Health Policy · doi:10.1007/s40258-020-00595-4 · Cited by 106 · see citing works
Some current dimensions of the behavioral economics of health-related behavior change
Bickel, W. K., Moody, L. N., & Higgins, S. T. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2016.06.002 · Cited by 104 · see citing works
Enhancing partner support to improve smoking cessation
Faseru, B., Richter, K. P., Scheuermann, T. S., & Park, E. W. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002928.pub4 · Cited by 98 · see citing works
'Better Off, as Judged by Themselves': A Comment on Evaluating Nudges
Sunstein, C. R. (2017) · International Review of Economics · doi:10.1007/s12232-017-0280-9 · Cited by 92 · see citing works
Dallery, J., Raiff, B. R., Kim, S. J., Marsch, L. A., Stitzer, M. L., & Grabinski, M. J. (2016) · Addiction · doi:10.1111/add.13715 · Cited by 87 · see citing works
Impact of Provider Incentives on Quality and Value of Health Care
Doran, T., Maurer, K. A., & Ryan, A. M. (2015) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-032315-021457 · Cited by 83 · see citing works
Vaswani, P. A., Tropea, T. F., & Dahodwala, N. A. (2020) · Neurotherapeutics · doi:10.1007/s13311-020-00960-0 · Cited by 82 · see citing works
Wells, J. C. K. (2016) · Cambridge University Press eBooks · doi:10.1017/cbo9780511972959 · Cited by 81 · see citing works
Scaling for Economists: Lessons from the Non-Adherence Problem in the Medical Literature
Al‐Ubaydli, O., List, J. A., LoRe, D., & Suskind, D. L. (2017) · The Journal of Economic Perspectives · doi:10.1257/jep.31.4.125 · Cited by 79 · see citing works
Effects of Large Financial Incentives for Long-Term Smoking Cessation
Etter, J., & Schmid, F. (2016) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2016.04.066 · Cited by 78 · see citing works
Reversion of AHRR Demethylation Is a Quantitative Biomarker of Smoking Cessation
Philibert, R. A., Hollenbeck, N. J., Andersen, E., McElroy, S., Wilson, S., Vercande, K., Beach, S. R. H., OSBORN, T. W., Gerrard, M., Gibbons, F. X., et al. (2016) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00055 · Cited by 74 · see citing works
Behavioral economic incentives to improve adherence to antiretroviral medication
Linnemayr, S., Stecher, C. D., & Mukasa, B. (2017) · AIDS · doi:10.1097/qad.0000000000001387 · Cited by 73 · see citing works
Effect of Different Financial Incentive Structures on Promoting Physical Activity Among Adults
Bachireddy, C., Joung, A., John, L. K., Gino, F., Tuckfield, B., Foschini, L., & Milkman, K. L. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.9863 · Cited by 72 · see citing works
Xiao, C. S., van Sluijs, E. M. F., Ogilvie, D., Patterson, R., & Panter, J. (2022) · The Lancet Planetary Health · doi:10.1016/s2542-5196(22)00220-0 · Cited by 72 · see citing works
van den Brand, F. A., Nagelhout, G. E., Winkens, B., Chavannes, N. H., & van Schayck, O. C. P. (2018) · The Lancet Public Health · doi:10.1016/s2468-2667(18)30185-3 · Cited by 68 · see citing works
Carrera, M., Royer, H., Stehr, M. F., & Sydnor, J. (2018) · Journal of Health Economics · doi:10.1016/j.jhealeco.2018.02.010 · Cited by 67 · see citing works
A Preoperative Risk Model for Postoperative Pneumonia After Coronary Artery Bypass Grafting
Strobel, R. J., Liang, Q., Zhang, M., Wu, X., Rogers, M. A. M., Theurer, P. F., Fishstrom, A. B., Harrington, S. D., DeLucia, A., Paone, G., et al. (2016) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2016.03.074 · Cited by 66 · see citing works
Wong, C. A., Miller, V. A., Murphy, K., Small, D., Ford, C. A., Willi, S. M., Feingold, J., Morris, A., Ha, Y. P., Zhu, J., et al. (2017) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2017.3233 · Cited by 64 · see citing works
Self-citationPremium-Based Financial Incentives Did Not Promote Workplace Weight Loss In A 2013–15 Study
Patel, M. S., Asch, D. A., Troxel, A. B., Fletcher, M., Osman-Koss, R., Brady, J. L., Wesby, L., Hilbert, V., Zhu, J., Wang, W., et al. (2016) · Health Affairs · doi:10.1377/hlthaff.2015.0945 · Cited by 63 · see citing works
Self-citationSchacht, R. L., Brooner, R. K., King, V. L., KIDORF, M. S., & Peirce, J. M. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000208 · Cited by 60 · see citing works
Alcohol and Self-Control: A Field Experiment in India
Schilbach, F. (2018) · AEA Randomized Controlled Trials · doi:10.1257/rct.2898-1.0 · Cited by 58 · see citing works
The Structure of Health Incentives: Evidence from a Field Experiment
Carrera, M., Royer, H., Stehr, M. F., & Sydnor, J. (2017) · National Bureau of Economic Research · doi:10.3386/w23188 · Cited by 57 · see citing works
Friedman, A. S., Schpero, W. L., & Busch, S. H. (2016) · Health Affairs · doi:10.1377/hlthaff.2015.1540 · Cited by 56 · see citing works
Public support for ‘soft’ versus ‘hard’ public policies: Review of the evidence
Banerjee, S., Savani, M. M., & Shreedhar, G. (2021) · Journal of Behavioral Public Administration · doi:10.30636/jbpa.42.220 · Cited by 51 · see citing works
Incentives for Viral Suppression in People Living with HIV: A Randomized Clinical Trial
Silverman, K., Holtyn, A. F., Rodewald, A. M., Siliciano, R. F., Jarvis, B. P., Subramaniam, S., Leoutsakos, J., Getty, C., Ruhs, S., Marzinke, M. A., et al. (2019) · AIDS and Behavior · doi:10.1007/s10461-019-02592-8 · Cited by 51 · see citing works
Blaga, O. M., Vasilescu, L., & Cherecheș, R. M. (2017) · Perspectives in Public Health · doi:10.1177/1757913917720233 · Cited by 50 · see citing works
Precommitting to choose wisely about low-value services: a stepped wedge cluster randomised trial
Kullgren, J. T., Krupka, E. L., Schachter, A. A., Linden, A., Miller, J. B., Acharya, Y., Alford, J., Duffy, R., & Adler‐Milstein, J. (2017) · BMJ Quality & Safety · doi:10.1136/bmjqs-2017-006699 · Cited by 49 · see citing works
Geldsetzer, P., & Fawzi, W. W. (2017) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2017.03.015 · Cited by 48 · see citing works
A Randomized Trial of Incentives for Smoking Treatment in Medicaid Members
Fraser, D. L., Fiore, M. C., Kobinsky, K. H., Adsit, R. T., Smith, S. S., Johnson, M. L., & Baker, T. B. (2017) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2017.08.027 · Cited by 48 · see citing works
Behavioral economics and health-care markets
Chandra, A., Handel, B., & Schwartzstein, J. (2018) · Handbook of behavioral economics · doi:10.1016/bs.hesbe.2018.11.004 · Cited by 48 · see citing works
Technology-Based Contingency Management in the Treatment of Substance-Use Disorders
Dallery, J., Raiff, B. R., Grabinski, M. J., & Marsch, L. A. (2019) · Perspectives on Behavior Science · doi:10.1007/s40614-019-00214-1 · Cited by 47 · see citing works
The Importance and Challenges of Dietary Intervention Trials for Inflammatory Bowel Disease
Lewis, J. D., Albenberg, L. G., Lee, D. Y., Kratz, M., Gottlieb, K. T., & Reinisch, W. (2017) · Inflammatory Bowel Diseases · doi:10.1097/mib.0000000000001009 · Cited by 46 · see citing works
Serper, M., Barankay, I., Chadha, S., Justine Shults, A., Jones, L., Olthoff, K. M., & Reese, P. P. (2020) · Transplant International · doi:10.1111/tri.13570 · Cited by 46 · see citing works
Finkelstein, E. A., Bilger, M., & Baid, D. (2019) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.05.018 · Cited by 45 · see citing works
What is a habit? Diverse mechanisms that can produce sustained behavior change
Volpp, K. G. M., & Loewenstein, G. F. (2020) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2020.10.002 · Cited by 42 · see citing works
Self-citationBoonmanunt, S. W., Pattanaprateep, O., Ongphiphadhanakul, B., McKay, G. J., Attia, J., Vlaev, I., & Thakkinstian, A. (2022) · Annals of Behavioral Medicine · doi:10.1093/abm/kaac066 · Cited by 41 · see citing works
2, O. B. O. G. W. P., Pate, A., Candlish, J., Sperrin, M., & van Staa, T. P. (2016) · BMC Medical Research Methodology · doi:10.1186/s12874-016-0208-1 · Cited by 41 · see citing works
Beidas, R. S., Becker‐Haimes, E. M., Adams, D. R., Skriner, L. C., Stewart, R. E., Wolk, C. B., Buttenheim, A. M., Williams, N. J., Inacker, P., Richey, E., et al. (2017) · Implementation Science · doi:10.1186/s13012-017-0684-7 · Cited by 41 · see citing works
The use of financial incentives to prevent unhealthy behaviors: A review
de Walque, D. (2020) · Social Science & Medicine · doi:10.1016/j.socscimed.2020.113236 · Cited by 41 · see citing works
Internet‐based self‐tailored deposit contracts to promote smoking reduction and abstinence
Jarvis, B. P., & Dallery, J. (2017) · Journal of Applied Behavior Analysis · doi:10.1002/jaba.377 · Cited by 39 · see citing works
Gain-Loss Incentives and Physical Activity: The Role of Choice and Wearable Health Tools
Adjerid, I., Loewenstein, G. F., Purta, R., & Striegel, A. (2021) · Management Science · doi:10.1287/mnsc.2021.4004 · Cited by 39 · see citing works
Self-citationSmoking cessation and the cardiovascular patient
Prochaska, J. J., & Benowitz, N. L. (2015) · Current Opinion in Cardiology · doi:10.1097/hco.0000000000000204 · Cited by 39 · see citing works
The Structure of Health Incentives: Evidence from a Field Experiment
Carrera, M., Royer, H., Stehr, M. F., & Sydnor, J. (2019) · Management Science · doi:10.1287/mnsc.2018.3271 · Cited by 38 · see citing works
Krebs, P. M., Burkhalter, J. E., Fiske, J., Snow, H., Schofield, E., Iocolano, M., Borderud, S. P., & Ostroff, J. S. (2018) · JMIR mhealth and uhealth · doi:10.2196/10071 · Cited by 38 · see citing works
Successful implementation of text-based blood pressure monitoring for postpartum hypertension
Triebwasser, J. E., Janssen, M. K., Hirshberg, A., & Srinivas, S. K. (2020) · Pregnancy Hypertension · doi:10.1016/j.preghy.2020.09.001 · Cited by 38 · see citing works
Prevention of Urinary Stones With Hydration (PUSH): Design and Rationale of a Clinical Trial
Scales, C. D., Desai, A. C., Harper, J. D., Lai, H. H., Maalouf, N. M., Reese, P. P., Tasian, G. E., Al‐Khalidi, H. R., Kırkalı, Z., Wessells, H., et al. (2020) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2020.09.016 · Cited by 38 · see citing works
Self-citationSocio, G. V. D., Pucci, G., Baldelli, F., & Schillaci, G. (2017) · BMC Infectious Diseases · doi:10.1186/s12879-017-2510-x · Cited by 37 · see citing works
Rasmussen, M., Fernández, E., & Tønnesen, H. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-013553 · Cited by 36 · see citing works
Delgado, M. K., McDonald, C. C., Winston, F. K., Halpern, S. D., Buttenheim, A. M., Setubal, C., Huang, Y., Saulsgiver, K. A., & Lee, Y. (2018) · Traffic Injury Prevention · doi:10.1080/15389588.2018.1458100 · Cited by 34 · see citing works
Self-citationComparative effectiveness of novel nonmonetary incentives to promote HIV testing
Chamie, G., Schaffer, E. M., Ndyabakira, A., Emperador, D., Kwarisiima, D., Camlin, C. S., Havlir, D. V., Kahn, J. G., Kamya, M. R., & Thirumurthy, H. (2018) · AIDS · doi:10.1097/qad.0000000000001833 · Cited by 34 · see citing works
Time preferences, diabetes self‐management behaviours and outcomes: a systematic review
Madsen, K. P., Kjær, T., Skinner, T. C., & Willaing, I. (2019) · Diabetic Medicine · doi:10.1111/dme.14102 · Cited by 34 · see citing works
Kullgren, J. T., Hafez, D., Fedewa, A., & Heisler, M. (2017) · Current Diabetes Reports · doi:10.1007/s11892-017-0894-z · Cited by 34 · see citing works
Carrera, M., Royer, H., Stehr, M. F., Sydnor, J., & Taubinsky, D. (2018) · Journal of Health Economics · doi:10.1016/j.jhealeco.2018.09.002 · Cited by 34 · see citing works
Update on medicines for smoking cessation
McDonough, M. (2015) · Australian Prescriber · doi:10.18773/austprescr.2015.038 · Cited by 33 · see citing works
DESAI, J. R., Vazquez‐Benitez, G., Taylor, G., Johnson, S., Anderson, J., Garrett, J. E., Gilmer, T., Vue‐Her, H., Rinn, S., Engel, K., et al. (2020) · BMC Public Health · doi:10.1186/s12889-020-09683-5 · Cited by 32 · see citing works
Incentives for smoking cessation
Notley, C. J., Gentry, S. V., Livingstone‐Banks, J., Bauld, L., Perera, R., Conde, M., & Hartmann‐Boyce, J. (2025) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004307.pub7 · Cited by 31 · see citing works
Schnoll, R. A., Hitsman, B. L., Blazekovic, S., Veluz‐Wilkins, A. K., Wileyto, E. P., Leone, F. T., & Audrain-McGovern, J. E. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.06.017 · Cited by 31 · see citing works
Self-citationSunstein, C. R. (2015) · New England Journal of Medicine · doi:10.1056/nejme1503200 · Cited by 31 · see citing works
Kaboli, P. J., Howren, M. B., Ishani, A., Carter, B. L., Christensen, A. J., & Weg, M. W. V. (2018) · JAMA Network Open · doi:10.1001/jamanetworkopen.2018.5017 · Cited by 30 · see citing works
Alshurafa, N. I., Jain, J., Alharbi, R., Iakovlev, G., Spring, B. J., & Pfammatter, A. F. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3287031 · Cited by 30 · see citing works
Bernheim, B. D., Meer, J., & Novarro, N. K. (2016) · American Economic Journal Economic Policy · doi:10.1257/pol.20130351 · Cited by 30 · see citing works
Beidas, R. S., Volpp, K. G., Buttenheim, A. N., Marcus, S. C., Olfson, M., Pellecchia, M., Stewart, R. E., Williams, N. J., Becker-Haimes, E. M., Candon, M., et al. (2019) · JMIR Research Protocols · doi:10.2196/12121 · Cited by 28 · see citing works
Self-citationWithdrawal-Related Changes in Delay Discounting Predict Short-Term Smoking Abstinence
Miglin, R., Kable, J. W., Bowers, M. E., & Ashare, R. L. (2016) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntw246 · Cited by 28 · see citing works
Newhouse, J. P., & Normand, S. T. (2017) · New England Journal of Medicine · doi:10.1056/nejmra1602774 · Cited by 28 · see citing works
The Role of Behavioral Economics in Improving Cardiovascular Health Behaviors and Outcomes
Hare, A. J., Patel, M. S., Volpp, K. G. M., & Adusumalli, S. (2021) · Current Cardiology Reports · doi:10.1007/s11886-021-01584-2 · Cited by 28 · see citing works
Self-citationCourtright, K. R., Madden, V. L., Gabler, N. B., Cooney, E. L., Small, D. S., Troxel, A. B., Casarett, D., Ersek, M. T., Cassel, J. B., Nicholas, L. H., et al. (2016) · Annals of the American Thoracic Society · doi:10.1513/annalsats.201604-308ot · Cited by 28 · see citing works
Self-citationVanEpps, E. M., Troxel, A. B., Villamil, E., Saulsgiver, K. A., Zhu, J., Chin, J.-Y., Matson, J. M., Anarella, J. P., Roohan, P. J., Gesten, F. C., et al. (2018) · American Journal of Health Promotion · doi:10.1177/0890117118783594 · Cited by 28 · see citing works
Self-citationChanging health behaviours in rheumatology: an introduction to behavioural economics
Ogdie, A., & Asch, D. A. (2019) · Nature Reviews Rheumatology · doi:10.1038/s41584-019-0336-1 · Cited by 27 · see citing works
Self-citationUsing Behavioral Economics and Technology to Improve Outcomes in Cardio-Oncology
Waddell, K. J., Shah, P. D., Adusumalli, S., & Patel, M. S. (2020) · JACC CardioOncology · doi:10.1016/j.jaccao.2020.02.006 · Cited by 27 · see citing works
What Happens When Payments End? Fostering Long-Term Behavior Change With Financial Incentives
Winkler‐Schor, S., & Bräuer, M. (2024) · Perspectives on Psychological Science · doi:10.1177/17456916241247152 · Cited by 26 · see citing works
Outcomes from a computer-assisted intervention simultaneously targeting cannabis and tobacco use
Lee, D. C., Budney, A. J., Brunette, M. F., Hughes, J. R., Etter, J., & Stanger, C. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.08.001 · Cited by 26 · see citing works
Technology‐based versus in‐person deposit contract treatments for promoting physical activity
Stedman‐Falls, L. M., & Dallery, J. (2020) · Journal of Applied Behavior Analysis · doi:10.1002/jaba.776 · Cited by 26 · see citing works
Heterogeneity in the Effects of Reward- and Deposit-based Financial Incentives on Smoking Cessation
Halpern, S. D., French, B. C., Small, D. S., Saulsgiver, K. A., Harhay, M. O., Audrain-McGovern, J. E., Loewenstein, G. F., Asch, D. A., & Volpp, K. G. M. (2016) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201601-0108oc · Cited by 26 · see citing works
Self-citationWeb-Based Intervention for Transitioning Smokers From Inpatient to Outpatient Care
Harrington, K. F., Kim, Y.-I., Chen, M., Ramachandran, R., Pisu, M., Sadasivam, R. S., Houston, T. K., & Bailey, W. C. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.04.008 · Cited by 26 · see citing works
- Authors
- Halpern, S. D., French, B., Small, D. S., Saulsgiver, K., Harhay, M. O., Audrain-McGovern, J., Loewenstein, G., Brennan, T. A., Asch, D. A., & Volpp, K. G.
- Affiliations
- University of Pennsylvania Health System (US)
- Leonard Davis Institute of Health Economics (US)
- CVS Health (United States) (US)
- Philadelphia VA Medical Center (US)
- ORCID
- Venue
- New England Journal of Medicine
- Publisher
- Massachusetts Medical Society
- Published
- 2015-05-28
- Volume
- 372
- Issue
- 22
- Pages
- 2108-2117
- ISSN
- 0028-4793 (ISSN-L)
- 1533-4406
- PMC
- PMC4471993
- OpenAlex
- W259184059
- Cited by
- 379
- References
- 46
- Citations by year
- 2026: 17 · 2025: 28 · 2024: 22 · 2023: 20 · 2022: 31 · 2021: 39 · 2020: 41 · 2019: 37 · 2018: 42 · 2017: 35 · 2016: 43 · 2015: 21 · 2012: 1
- FWCI
- 34.88
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- New England Journal of Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- ScholarlyCommons (University of Pennsylvania) (submittedVersion)
- Funders
- National Institute on Aging (P30AG034546, RC2AG036592)
- National Cancer Institute (R01CA159932)
- Topics
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Keywords
- smoking cessation, financial incentives, reward-based incentives
- MeSH terms
- Adult, Female, Group Processes, Humans, Male, Middle Aged, Motivation, Reward, Smoking Cessation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review