ArticleBMC health services research2008
A test of financial incentives to improve warfarin adherence.
Article in BMC health services research, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 12 registered trials, which are not on this map. Cited by 116 papers, 5 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Behavioral Economics Concepts Influencing Healthy Food Choice - Pilot 2
Financial Incentives for Home-based Health Management: A Pilot Randomized Trial
Promoting CPAP Adherence and Treatment Outcomes in Patients With Obstructive Sleep Apnea
Using Behavioral Economics to Promote Medication Adherence and Habit Formation
A Randomized Incentive-Based Diabetes Self-Management Study (Hawaii Patient Reward And Incentives to Support Empowerment Project)
A Randomized Controlled Trial to Increase Glaucoma Medication Adherence Using Value Pricing
Financial Incentives and SMS to Improve African American Womens' Glycemic Control: Friends & Relatives Improving the Effectiveness of Networks for Diabetes Support Through Text Messaging (FRIENDS Text)
Steps to Eliminate Postoperative Problems
A Behavioral Economics-Based Telehealth Intervention to Improve Post-MI Medication Adherence
Medicaid Incentives for the Prevention of Chronic Diseases: Diabetes Prevention
Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications (The Nudge Study)
Financial Support in an Underserved and Low-Income Population With Heart Failure
Who cites it
116 citing papers in PubMed, 5 syntheses or guidelines pooled it, 264 citations in OpenAlex.
- The effectiveness of financial intervention strategies for reducing caesarean section rates: a systematic review.BMC public health · 2019Pooled it
- A Scoping Review of Behavioral Economic Interventions for Prevention and Treatment of Type 2 Diabetes Mellitus.Current diabetes reports · 2017Pooled it
- Incentivizing blood donation: systematic review and meta-analysis to test Titmuss' hypotheses.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2013Pooled it
- The use of incentives to reinforce medication adherence.Preventive medicine · 2012Pooled it
- Financial reinforcers for improving medication adherence: findings from a meta-analysis.The American journal of medicine · 2012Pooled it
- Village doctor-led integrated care for older adults with diabetes in rural China: a cluster-randomized pilot trial.BMC geriatrics · 2026Trial
- Behavioral Economics and Medication Adherence for Hypertension: A Randomized Clinical Trial.Journal of the American College of Cardiology · 2026Trial
- A Two-Center Randomized Controlled Trial to Assess Financial Incentives for Compliance With Living Kidney Donor Follow-Up in the United States.Clinical transplantation · 2025Trial
- Impact of behavioral economics to improve antihypertensive therapy adherence, a pilot randomized controlled trial in Los Angeles.Scientific reports · 2025Trial
- Financial incentives and wearable activity monitors to increase ambulation after cystectomy: A randomized controlled trial.Urologic oncology · 2021Trial
- Text Message Medication Adherence Reminders Automated and Delivered at Scale Across Two Institutions: Testing the Nudge System: Pilot Study.Circulation. Cardiovascular quality and outcomes · 2021Trial
- Financial incentives to improve glycemic control in African American adults with type 2 diabetes: a pilot randomized controlled trial.BMC health services research · 2021Trial
- Effect of Patient Financial Incentives on Statin Adherence and Lipid Control: A Randomized Clinical Trial.JAMA network open · 2020 · on this mapTrial
- Architecting Process of Care: A randomized controlled study evaluating the impact of providing nonadherence information and pharmacist assistance to physicians.Health services research · 2020Trial
- Impact of a Patient-Centered Behavioral Economics Intervention on Hypertension Control in a Highly Disadvantaged Population: a Randomized Trial.Journal of general internal medicine · 2020Trial
- Trial
- Electronic Pill Bottles or Bidirectional Text Messaging to Improve Hypertension Medication Adherence (Way 2 Text): a Randomized Clinical Trial.Journal of general internal medicine · 2019Trial
- Efficacy of Patient Activation Interventions With or Without Financial Incentives to Promote Prescribing of Thiazides and Hypertension Control: A Randomized Clinical Trial.JAMA network open · 2018Trial
- Enhancing Patient Navigation with Contingent Incentives to Improve Healthcare Behaviors and Viral Load Suppression of Persons with HIV and Substance Use.AIDS patient care and STDs · 2018Trial
- Trial
56 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundSub-optimal adherence to warfarin places millions of patients at risk for stroke and bleeding complications each year. Novel methods are needed to improve adherence for warfarin. We conducted two pilot studies to determine whether a lottery-based daily financial incentive is feasible and improves warfarin adherence and anticoagulation control.
methodsVolunteers from the University of Pennsylvania Anticoagulation Management Center who had taken warfarin for at least 3 months participated in either a pilot study with a lottery with a daily expected value of $5 (N = 10) or a daily expected value of $3 (N = 10). All subjects received use of an Informedix Med-eMonitor System with a daily reminder feature. If subjects opened up their pill compartments appropriately, they were entered into a daily lottery with a 1 in 5 chance of winning $10 and a 1 in 100 chance of winning $100 (pilot 1) or a 1 in 10 chance of winning $10 and a 1 in 100 chance of winning $100 (pilot 2). The primary study outcome was proportion of incorrect warfarin doses. The secondary outcome was proportion of INR measurements not within therapeutic range. Within-subject pre-post comparisons were done of INR measurements with comparisons with either historic means or within-subject comparisons of incorrect warfarin doses.
resultsIn the first pilot, the percent of out-of-range INRs decreased from 35.0% to 12.2% during the intervention, before increasing to 42% post-intervention. The mean proportion of incorrect pills taken during the intervention was 2.3% incorrect pills, compared with a historic mean of 22% incorrect pill taking in this clinic population. Among the five subjects who also had MEMS cap adherence data from warfarin use in our prior study, mean incorrect pill taking decreased from 26% pre-pilot to 2.8% in the pilot. In the second pilot, the time out of INR range decreased from 65.0% to 40.4%, with the proportion of mean incorrect pill taking dropping to 1.6%.
conclusionA daily lottery-based financial incentive demonstrated the potential for significant improvements in missed doses of warfarin and time out of INR range. Further testing should be done of this approach to determine its effectiveness and potential application to both warfarin and other chronic medications.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.