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Li J, Liu Y, Nehl E, Tucker JD. A behavioral economics approach to enhancing HIV preexposure and postexposure prophylaxis implementation. Curr Opin HIV AIDS 2024; 19:212-220. [PMID: 38686773 DOI: 10.1097/coh.0000000000000860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
PURPOSE OF REVIEW The 'PrEP cliff' phenomenon poses a critical challenge in global HIV PrEP implementation, marked by significant dropouts across the entire PrEP care continuum. This article reviews new strategies to address 'PrEP cliff'. RECENT FINDINGS Canadian clinicians have developed a service delivery model that offers presumptive PEP to patients in need and transits eligible PEP users to PrEP. Early findings are promising. This service model not only establishes a safety net for those who were not protected by PrEP, but it also leverages the immediate salience and perceived benefits of PEP as a natural nudge towards PrEP use. Aligning with Behavioral Economics, specifically the Salience Theory, this strategy holds potential in tackling PrEP implementation challenges. SUMMARY A natural pathway between PEP and PrEP has been widely observed. The Canadian service model exemplifies an innovative strategy that leverages this organic pathway and enhances the utility of both PEP and PrEP services. We offer theoretical insights into the reasons behind these PEP-PrEP transitions and evolve the Canadian model into a cohesive framework for implementation.
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Affiliation(s)
- Jingjing Li
- Department of Behavioral, Social and Health Education Sciences, Rollins School of Public Health
| | - Yaxin Liu
- Department of Psychology, Emory University, Atlanta, Georgia
| | - Eric Nehl
- Department of Behavioral, Social and Health Education Sciences, Rollins School of Public Health
| | - Joseph D Tucker
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, USA
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Fanaroff AC, Patel MS, Chokshi N, Coratti S, Farraday D, Norton L, Rareshide C, Zhu J, Klaiman T, Szymczak JE, Russell LB, Small DS, Volpp KGM. Effect of Gamification, Financial Incentives, or Both to Increase Physical Activity Among Patients at High Risk of Cardiovascular Events: The BE ACTIVE Randomized Controlled Trial. Circulation 2024; 149:1639-1649. [PMID: 38583084 DOI: 10.1161/circulationaha.124.069531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 03/28/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Physical activity is associated with a lower risk of major adverse cardiovascular events, but few individuals achieve guideline-recommended levels of physical activity. Strategies informed by behavioral economics increase physical activity, but their longer-term effectiveness is uncertain. We sought to determine the effect of behaviorally designed gamification, loss-framed financial incentives, or their combination on physical activity compared with attention control over 12-month intervention and 6-month postintervention follow-up periods. METHODS Between May 2019 and January 2024, participants with clinical atherosclerotic cardiovascular disease or a 10-year risk of myocardial infarction, stroke, or cardiovascular death of ≥7.5% by the Pooled Cohort equation were enrolled in a pragmatic randomized clinical trial. Participants received a wearable device to track daily steps, established a baseline, selected a step goal increase, and were randomly assigned to control (n=151), behaviorally designed gamification (n=304), loss-framed financial incentives (n=302), or gamification+financial incentives (n=305). The primary outcome of the trial was the change in mean daily steps from baseline through the 12-month intervention period. RESULTS A total of 1062 patients (mean±SD age, 67±8; 61% female; 31% non-White) were enrolled. Compared with control subjects, participants had significantly greater increases in mean daily steps from baseline during the 12-month intervention in the gamification arm (adjusted difference, 538.0 [95% CI, 186.2-889.9]; P=0.0027), financial incentives arm (adjusted difference, 491.8 [95% CI, 139.6-844.1]; P=0.0062), and gamification+financial incentives arm (adjusted difference, 868.0 [95% CI, 516.3-1219.7]; P<0.0001). During the 6-month follow-up, physical activity remained significantly greater in the gamification+financial incentives arm than in the control arm (adjusted difference, 576.2 [95% CI, 198.5-954]; P=0.0028), but it was not significantly greater in the gamification (adjusted difference, 459.8 [95% CI, 82.0-837.6]; P=0.0171) or financial incentives (adjusted difference, 327.9 [95% CI, -50.2 to 706]; P=0.09) arms after adjustment for multiple comparisons. CONCLUSIONS Behaviorally designed gamification, loss-framed financial incentives, and the combination of both increased physical activity compared with control over a 12-month intervention period, with the largest effect in gamification+financial incentives. These interventions could be a useful component of strategies to reduce cardiovascular risk in high-risk patients. REGISTRATION URL: https://clinicaltrials.gov; Unique Identifier: NCT03911141.
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Affiliation(s)
- Alexander C Fanaroff
- Department of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Cardiovascular Outcomes, Quality, and Evaluative Research Center (A.C.F.), University of Pennsylvania, Philadelphia
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Center for Digital Cardiology (A.C.F., N.C.), University of Pennsylvania, Philadelphia
| | | | - Neel Chokshi
- Department of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Center for Digital Cardiology (A.C.F., N.C.), University of Pennsylvania, Philadelphia
| | - Samantha Coratti
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - David Farraday
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Laurie Norton
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy (L.N., J.Z., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Charles Rareshide
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Jingsan Zhu
- Department of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy (L.N., J.Z., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Tamar Klaiman
- Department of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Julia E Szymczak
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City (J.E.S.)
| | - Louise B Russell
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy (L.N., J.Z., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Dylan S Small
- Leonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
- The Wharton School (D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
| | - Kevin G M Volpp
- Department of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia
- Penn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy (L.N., J.Z., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia
- The Wharton School (D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia
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Corrêa R, Tabak BM. The Influence of Behavioral Sciences on Adherence to Physical Activity and Weight Loss in Overweight and Obese Patients: A Systematic Review of Randomized Controlled Trials. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:630. [PMID: 38791844 PMCID: PMC11121225 DOI: 10.3390/ijerph21050630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
In recent years, weight gain and reduced physical activity in the general population have contributed to the development of obesity and other health problems; on the other hand, studies in behavioral sciences have been used to modify behaviors for a healthier life, so the objective of this study was to identify the evidence of interventions in behavioral sciences on adherence to physical activity and weight loss in obese patients. This systematic review study is based on a search of the electronic databases PubMed, Web of Science, Scopus, and Cochrane. Studies assessed the evidence from intervention studies that assessed the influence of intervention studies of behavioral sciences on public health. The articles were published between 2013 and 2023. The systematic search of the databases identified 2951 articles. The review analyzed 10 studies. Behavioral science interventions presented evidence through strategies such as multicomponent interventions, lottery and financial incentives, message framing, message framing with financial incentive and physical activity, and psychological satisfaction, demonstrating results in weight loss and maintenance and increased physical activity. This study presents scientific evidence through healthy behavior change methodologies, and future studies can explore these strategies in conjunction with public health technologies in the search for public-private partnerships to promote physical activity in adults.
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Affiliation(s)
- Rafael Corrêa
- School of Public Policy and Government, Getulio Vargas Foundation, SGAN 602 Módulos A,B,C, Asa Norte, Brasília 70830-020, Brazil;
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Stecher C, Chen CH, Codella J, Cloonan S, Hendler J. Combining anchoring with financial incentives to increase physical activity: a randomized controlled trial among college students. J Behav Med 2024:10.1007/s10865-024-00492-4. [PMID: 38704776 DOI: 10.1007/s10865-024-00492-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 04/16/2024] [Indexed: 05/07/2024]
Abstract
The purpose of this study was to: (1) compare the relative efficacy of different combinations of three behavioral intervention strategies (i.e., personalized reminders, financial incentives, and anchoring) for establishing physical activity habits using an mHealth app and (2) to examine the effects of these different combined interventions on intrinsic motivation for physical activity and daily walking habit strength. A four-arm randomized controlled trial was conducted in a sample of college students (N = 161) who had a self-reported personal wellness goal of increasing their physical activity. Receiving cue-contingent financial incentives (i.e., incentives conditional on performing physical activity within ± one hour of a prespecified physical activity cue) combined with anchoring resulted in the highest daily step counts and greatest odds of temporally consistent walking during both the four-week intervention and the full eight-week study period. Cue-contingent financial incentives were also more successful at increasing physical activity and maintaining these effects post-intervention than traditional non-cue-contingent incentives. There were no differences in intrinsic motivation or habit strength between study groups at any time point. Financial incentives, particularly cue-contingent incentives, can be effectively used to support the anchoring intervention strategy for establishing physical activity habits. Moreover, mHealth apps are a feasible method for delivering the combined intervention technique of financial incentives with anchoring.
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Serper M, Jones LS, Clement T, Reddy RK, Reese PP. A randomized, controlled, prehabilitation intervention to maximize early recovery (PRIMER) in liver transplantation. Liver Transpl 2024; 30:10-19. [PMID: 37379030 PMCID: PMC10755068 DOI: 10.1097/lvt.0000000000000198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 06/07/2023] [Indexed: 06/29/2023]
Abstract
Frailty and impaired functional status are associated with adverse outcomes on the liver transplant (LT) waitlist and after transplantation. Prehabilitation prior to LT has rarely been tested. We conducted a 2-arm patient-randomized pilot trial to evaluate the feasibility and efficacy of a 14-week behavioral intervention to promote physical activity prior to LT. Thirty patients were randomized 2:1 to intervention (n = 20) versus control (n = 10). The intervention arm received financial incentives and text-based reminders linked to wearable fitness trackers. Daily step goals were increased by 15% in 2-week intervals. Weekly check-ins with study staff assessed barriers to physical activity. The primary outcomes were feasibility and acceptability. Secondary outcomes included mean end-of-study step counts, short physical performance battery, grip strength, and body composition by phase angle. We fit regression models for secondary outcomes with the arm as the exposure adjusting for baseline performance. The mean age was 61, 47% were female, and the median Model for End-stage Liver Disease sodium (MELD-Na) was 13. One-third were frail or prefrail by the liver frailty index, 40% had impaired mobility by short physical performance battery, nearly 40% had sarcopenia by bioimpedance phase angle, 23% had prior falls, and 53% had diabetes. Study retention was 27/30 (90%; 2 unenrolled from intervention, 1 lost to follow-up in control arm). Self-reported adherence to exercise during weekly check-ins was about 50%; the most common barriers were fatigue, weather, and liver-related symptoms. End-of-study step counts were nearly 1000 steps higher for intervention versus control: adjusted difference 997, 95% CI, 147-1847; p = 0.02. On average, the intervention group achieved daily step targets 51% of the time. A home-based intervention with financial incentives and text-based nudges was feasible, highly accepted, and increased daily steps in LT candidates with functional impairment and malnutrition.
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Affiliation(s)
- Marina Serper
- Division of Gastroenterology & Hepatology, University
of Pennsylvania Perelman School of Medicine
- Leonard Davis Institute of Health Economics, University of
Pennsylvania
| | - Lauren S Jones
- Philadelphia College of Osteopathic Medicine, Philadelphia,
Pennsylvania, USA
| | - Thomas Clement
- Division of Gastroenterology & Hepatology, University
of Pennsylvania Perelman School of Medicine
| | - Rajender K Reddy
- Division of Gastroenterology & Hepatology, University
of Pennsylvania Perelman School of Medicine
| | - Peter P Reese
- Division of Gastroenterology & Hepatology, University
of Pennsylvania Perelman School of Medicine
- Leonard Davis Institute of Health Economics, University of
Pennsylvania
- Philadelphia College of Osteopathic Medicine, Philadelphia,
Pennsylvania, USA
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de Buisonjé DR, Reijnders T, Cohen Rodrigues TR, Santhanam P, Kowatsch T, Breeman LD, Janssen VR, Kraaijenhagen RA, Kemps HMC, Evers AWM. Less stick more carrot? Increasing the uptake of deposit contract financial incentives for physical activity: A randomized controlled trial. PSYCHOLOGY OF SPORT AND EXERCISE 2024; 70:102532. [PMID: 37678644 DOI: 10.1016/j.psychsport.2023.102532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 06/05/2023] [Accepted: 09/04/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Financial incentives are a promising tool to help people increase their physical activity, but they are expensive to provide. Deposit contracts are a type of financial incentive in which participants pledge their own money. However, low uptake is a crucial obstacle to the large-scale implementation of deposit contracts. Therefore, we investigated whether (1) matching the deposit 1:1 (doubling what is deposited) and (2) allowing for customizable deposit amounts increased the uptake and short term effectiveness of a deposit contract for physical activity. METHODS In this randomized controlled trial, 137 healthy students (age M = 21.6 years) downloaded a smartphone app that provided them with a tailored step goal and then randomized them to one of four experimental conditions. The deposit contract required either a €10 fixed deposit or a customizable deposit with any amount between €1 and €20 upfront. Furthermore, the deposit was either not matched or 1:1 matched (doubled) with a reward provided by the experiment. During 20 intervention days, daily feedback on goal progress and incentive earnings was provided by the app. We investigated effects on the uptake (measured as agreeing to participate and paying the deposit) and effectiveness of behavioral adoption (measured as participant days goal achieved). FINDINGS Overall, the uptake of deposit contracts was 83.2%, and participants (n = 113) achieved 14.9 out of 20 daily step goals. A binary logistic regression showed that uptake odds were 4.08 times higher when a deposit was matched (p = .010) compared to when it was not matched. Furthermore, uptake odds were 3.53 times higher when a deposit was customizable (p = .022) compared to when it was fixed. Two-way ANCOVA showed that matching (p = .752) and customization (p = .143) did not impact intervention effectiveness. However, we did find a marginally significant interaction effect of deposit matching X deposit customization (p = .063, ηp2 = 0.032). Customization decreased effectiveness when deposits were not matched (p = .033, ηp2 = 0.089), but had no effect when deposits were matched (p = .776, ηp2 = 0.001). CONCLUSIONS We provide the first experimental evidence that both matching and customization increase the uptake of a deposit contract for physical activity. We recommend considering both matching and customization to overcome lack of uptake, with a preference for customization since matching a deposit imposes significant additional costs. However, since we found indications that customizable deposits might reduce effectiveness (when the deposits are not matched), we urge for more research on the effectiveness of customizable deposit contracts. Finally, future research should investigate which participant characteristics are predictive of deposit contract uptake and effectiveness. PRE-REGISTRATION OSF Registries, https://osf.io/cgq48.
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Affiliation(s)
- David R de Buisonjé
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands.
| | - Thomas Reijnders
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands; Department of Human-Centered Design, Faculty of Industrial Design Engineering, TU Delft, Delft, the Netherlands
| | - Talia R Cohen Rodrigues
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Prabhakaran Santhanam
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Tobias Kowatsch
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland; Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland; School of Medicine, University of St.Gallen, St.Gallen, Switzerland
| | - Linda D Breeman
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Veronica R Janssen
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands; Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Hareld M C Kemps
- Department of Cardiology, Máxima Medical Center, Veldhoven, the Netherlands; Department of Industrial Design, Eindhoven University of Technology, the Netherlands
| | - Andrea W M Evers
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands; Leiden University, Technical University Delft, and Erasmus University, Rotterdam, the Netherlands
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Parikh RB, Schriver E, Ferrell WJ, Wakim J, Williamson J, Khan N, Kopinsky M, Balachandran M, Gabriel PE, Schuchter LM, Patel MS, Shulman LN, Manz CR. Remote Patient-Reported Outcomes and Activity Monitoring to Improve Patient-Clinician Communication Regarding Symptoms and Functional Status: A Randomized Controlled Trial. JCO Oncol Pract 2023; 19:1143-1151. [PMID: 37816198 PMCID: PMC10732505 DOI: 10.1200/op.23.00048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/08/2023] [Accepted: 08/29/2023] [Indexed: 10/12/2023] Open
Abstract
PURPOSE Routine collection of patient-generated health data (PGHD) may promote earlier recognition of symptomatic and functional decline. This trial assessed the impact of an intervention integrating remote PGHD collection with patient nudges on symptom and functional status understanding between patients with advanced cancer and their oncology team. METHODS This three-arm randomized controlled trial was conducted from November 19, 2020, to December 17, 2021, at a large tertiary oncology practice. We enrolled patients with stage IV GI and lung cancers undergoing chemotherapy. Over 6 months, patients in two intervention arms received PROStep-weekly text message-based symptom surveys and passive activity monitoring using a wearable accelerometer. PGHD were summarized in dashboards given to patients' oncology team before appointments. One intervention arm received an additional text-based active choice prompt to discuss worsening symptoms or functional status with their clinician. Control patients did not receive PROStep. The coprimary outcomes patient perceptions of oncology team symptom and functional understanding at 6 months were measured on a 1-5 Likert scale (5 = high understanding). RESULTS One hundred eight patients enrolled: 55% male, 81% White, and 77% had GI cancers. Patient-reported clinician understanding did not differ between control and intervention arms for symptoms (4.5 v 4.5; P = .87) or functional status (4.5 v 4.3; P = .31). In the intervention arms, combined patient adherence to weekly symptom reports and daily activity monitoring was 64% and 53%, respectively. Intervention patients in the PROStep versus PROStep + active choice arms reported low burden from wearing the accelerometer (mean burden [standard deviation], 2.7 [1.3] v 2.1 [1.3]; P = .15) and completing surveys (2.1 [1.2] v 1.9 [1.3]; P = .44). CONCLUSION Patients receiving PROStep reported high understanding of symptoms and functional status from their oncology team, although this did not differ from controls.
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Affiliation(s)
- Ravi B. Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Emily Schriver
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA
- Penn Medicine Predictive Healthcare, University of Pennsylvania Health System, Philadelphia, PA
| | - William J. Ferrell
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jonathan Wakim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Joelle Williamson
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Neda Khan
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | - Michael Kopinsky
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | | | - Peter E. Gabriel
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Lynn M. Schuchter
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | | | | | - Christopher R. Manz
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
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Werner K, Alsuhaibani SA, Alsukait RF, Alshehri R, Herbst CH, Alhajji M, Lin TK. Behavioural economic interventions to reduce health care appointment non-attendance: a systematic review and meta-analysis. BMC Health Serv Res 2023; 23:1136. [PMID: 37872612 PMCID: PMC10594857 DOI: 10.1186/s12913-023-10059-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 09/24/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Appointment non-attendance - often referred to as "missed appointments", "patient no-show", or "did not attend (DNA)" - causes volatility in health systems around the world. Of the different approaches that can be adopted to reduce patient non-attendance, behavioural economics-oriented mechanisms (i.e., psychological, cognitive, emotional, and social factors that may impact individual decisions) are reasoned to be better suited in such contexts - where the need is to persuade, nudge, and/ or incentivize patients to honour their scheduled appointment. The aim of this systematic literature review is to identify and summarize the published evidence on the use and effectiveness of behavioural economic interventions to reduce no-shows for health care appointments. METHODS We systematically searched four databases (PubMed/Medline, Embase, Scopus, and Web of Science) for published and grey literature on behavioural economic strategies to reduce no-shows for health care appointments. Eligible studies met four criteria for inclusion; they were (1) available in English, Spanish, or French, (2) assessed behavioural economics interventions, (3) objectively measured a behavioural outcome (as opposed to attitudes or preferences), and (4) used a randomized and controlled or quasi-experimental study design. RESULTS Our initial search of the five databases identified 1,225 articles. After screening studies for inclusion criteria and assessing risk of bias, 61 studies were included in our final analysis. Data was extracted using a predefined 19-item extraction matrix. All studies assessed ambulatory or outpatient care services, although a variety of hospital departments or appointment types. The most common behaviour change intervention assessed was the use of reminders (n = 56). Results were mixed regarding the most effective methods of delivering reminders. There is significant evidence supporting the effectiveness of reminders (either by SMS, telephone, or mail) across various settings. However, there is a lack of evidence regarding alternative interventions and efforts to address other heuristics, leaving a majority of behavioural economic approaches unused and unassessed. CONCLUSION The studies in our review reflect a lack of diversity in intervention approaches but point to the effectiveness of reminder systems in reducing no-show rates across a variety of medical departments. We recommend future studies to test alternative behavioural economic interventions that have not been used, tested, and/or published before.
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Affiliation(s)
- Kalin Werner
- Institute for Health & Aging, Department of Social and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA.
| | - Sara Abdulrahman Alsuhaibani
- Nudge Unit, Ministry of Health, Riyadh, KSA, Saudi Arabia
- Department of Health Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, Riyadh, KSA, Saudi Arabia
| | - Reem F Alsukait
- Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, KSA, Saudi Arabia
- Health, Nutrition and Population Global Practice, The World Bank, Washington, D.C, USA
| | - Reem Alshehri
- Nudge Unit, Ministry of Health, Riyadh, KSA, Saudi Arabia
| | - Christopher H Herbst
- Health, Nutrition and Population Global Practice, The World Bank, Washington, D.C, USA
| | - Mohammed Alhajji
- Nudge Unit, Ministry of Health, Riyadh, KSA, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, KSA, Saudi Arabia
| | - Tracy Kuo Lin
- Institute for Health & Aging, Department of Social and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
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Corwin DJ, Orchinik J, D'Alonzo B, Agarwal AK, Pettijohn KW, Master CL, Wiebe DJ. A Randomized Trial of Incentivization to Maximize Retention for Real-Time Symptom and Activity Monitoring Using Ecological Momentary Assessment in Pediatric Concussion. Pediatr Emerg Care 2023; 39:488-494. [PMID: 36730797 DOI: 10.1097/pec.0000000000002870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE The aims of this study were to determine the incentivization strategy that maximizes patient adherence to report symptoms and activity via ecological momentary assessment (EMA) after pediatric concussion, and assess the feasibility of tracking concussed youth using EMA from the emergency department (ED) setting. METHODS This study was a randomized controlled trial of participants ages 13 to 18 years with concussion presenting to an urban, academic pediatric ED within 5 days of injury. Participants were randomized to 1 of 4 incentive arms: 2 dynamic (loss-based and streak) and 2 control flat-rate (monetary and electronic device). Participants reported symptoms 3 times per day and cognitive activity once each evening for 3 weeks. Physical activity (step count) and sleep were monitored using a Fitbit (kept by participants in the device flat-rate arm). The primary outcome was proportion of prompts to which participants responded. Secondary outcomes included differential response rates by demographics, and comparison of outcome determination between EMA and subsequent clinical visits. RESULTS Thirty participants were enrolled, with a median age of 15.5 years and 60% female. Median cumulative proportion of prompts responded to was 68.3% (interquartile range, 47.6%-82.5%) in the dynamic arms versus 54.0% (interquartile range. 20.6%-68.3%) in the flat-rate arms, P = 0.065. There were nonsignificant differences in median response by sex (65.9% for female vs 40.0% for male, P = 0.072), race/ethnicity (61.9% for non-Hispanic White vs 43.7% for non-Hispanic Black participants, P = 0.097), and insurance (61.9% for private insurance vs 47.6% for public insurance, P = 0.305). Recovery at 3 weeks was discernible for all but 2 participants (93.3%) using EMA data, compared with only 9 participants (30.0%) ( P < 0.001) from clinical visits. CONCLUSIONS Dynamic incentivization showed higher rates of response to tridaily symptom prompts compared with flat-rate incentivization. These data show tracking concussed youth using EMA from the ED is feasible using a dynamic incentivization strategy, with improved ability to discern outcomes compared with prospective monitoring using follow-up clinical visits.
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Affiliation(s)
| | | | | | | | - Kevin W Pettijohn
- From the Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
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10
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Fanaroff AC, Patel MS, Chokshi N, Coratti S, Farraday D, Norton L, Rareshide C, Zhu J, Szymczak JE, Russell LB, Small DS, Volpp KGM. A randomized controlled trial of gamification, financial incentives, or both to increase physical activity among patients with elevated risk for cardiovascular disease: rationale and design of the be active study. Am Heart J 2023; 260:82-89. [PMID: 36870551 PMCID: PMC10919938 DOI: 10.1016/j.ahj.2023.02.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/24/2023] [Accepted: 02/24/2023] [Indexed: 05/07/2023]
Abstract
BACKGROUND Higher levels of physical activity are associated with improvements in cardiovascular health, and consensus guidelines recommend that individuals with or at risk for atherosclerotic cardiovascular disease (ASCVD) participate in regular physical activity. However, most adults do not achieve recommended levels of physical activity. Concepts from behavioral economics have been used to design scalable interventions that increase physical activity over short time periods, but the longer-term efficacy of these strategies is uncertain. STUDY DESIGN AND OBJECTIVES BE ACTIVE (NCT03911141) is a pragmatic, virtual, randomized controlled trial designed to evaluate the effectiveness of 3 strategies informed by behavioral economic concepts to increase daily physical activity in patients with established ASCVD or 10-year ASCVD risk > 7.5% who are seen in primary care and cardiology clinics affiliated with the University of Pennsylvania Health System. Patients are contacted by email or text message, and complete enrollment and informed consent on the Penn Way to Health online platform. Patients are then provided with a wearable fitness tracker, establish a baseline daily step count, set a goal to increase daily step count by 33% to 50%, and are randomized 1:2:2:2 to control, gamification, financial incentives, or both gamification and financial incentives. Interventions continue for 12 months, with follow-up for an additional 6 months to evaluate the durability of behavior change. The trial has met its enrollment goal of 1050 participants, with a primary endpoint of change from baseline in daily steps over the 12-month intervention period. Key secondary endpoints include change from baseline in daily steps over the 6-month post-intervention follow-up period and change in moderate to vigorous physical activity over the intervention and follow-up periods. If the interventions prove effective, their effects on life expectancy will be compared with their costs in cost-effectiveness analysis. CONCLUSIONS BE ACTIVE is a virtual, pragmatic randomized clinical trial powered to demonstrate whether gamification, financial incentives, or both are superior to attention control in increasing physical activity. Its results will have important implications for strategies to promote physical activity in patients with or at risk for ASCVD, as well as for the design and implementation of pragmatic virtual clinical trials within health systems.
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Affiliation(s)
- Alexander C Fanaroff
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Cardiovascular Outcomes, Quality, and Evaluative Research Center, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA.
| | | | - Neel Chokshi
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA
| | - Samantha Coratti
- Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA
| | - David Farraday
- Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA
| | - Laurie Norton
- Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA
| | - Charles Rareshide
- Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA
| | - Jingsan Zhu
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA
| | - Julia E Szymczak
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT
| | - Louise B Russell
- Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA
| | - Dylan S Small
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; The Wharton School, University of Pennsylvania, Philadelphia, PA
| | - Kevin G M Volpp
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA; The Wharton School, University of Pennsylvania, Philadelphia, PA
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11
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Fanaroff AC, Coratti S, Halaby R, Sanghavi M, O'Quinn RP, Krishnan S, Glassberg H, Bajaj A, Adusumalli S, Chokshi N, Patel MS. Feasibility and outcomes from using a commitment device and text message reminders to increase adherence to time-restricted eating: A randomized trial. Am Heart J 2023; 258:85-95. [PMID: 36640862 PMCID: PMC11010633 DOI: 10.1016/j.ahj.2022.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/21/2022] [Accepted: 12/27/2022] [Indexed: 05/11/2023]
Abstract
BACKGROUND Obesity is strongly associated with cardiovascular disease, particularly through its effects on blood pressure. Though maintaining a negative caloric balance leads to weight loss, many patients struggle to adhere to low calorie diets over the long term. Time-restricted eating, a subtype of intermittent fasting (IF), may be an easier dietary pattern for patients to initiate and maintain. We tested the feasibility of a bidirectional texting strategy to help patients with obesity and hypertension initiate and maintain time-restricted eating, and whether a commitment device, a pledge to behave in a certain way in the future while making nonadherence costlier, would increase adherence beyond bidirectional texting. METHODS Patients with obesity and hypertension seen in cardiology clinics were provided education on time-restricted eating and randomized to a commitment device versus attention control. Attention control consisted of daily bidirectional text messages asking whether patients adhered to IF and weekly text messages asking participants to send their weight and blood pressure. The commitment device involved the same text messages as attention control, plus a commitment contract, setting of implementation intentions with respect to details of time-restricted eating, and involvement of a support partner who received weekly updates on the participant's adherence to time-restricted eating. The intervention lasted 12 weeks, followed by a 6-week follow-up period. The primary outcome was days per week adherent to time-restricted eating over the 18-week study period, measured by daily self-report. We also compared change from baseline weight and blood pressure between randomized groups. RESULTS A total of 37 patients were randomized and started the study-20 to attention control and 17 to the commitment device. Mean age was 60 years old, and mean BMI was 38.4 kg/m2. Over the 18-week study period, the mean ± standard deviation (SD) number of days per week adherent to time-restricted eating was 4.7 ± 1.9 in the control arm and 5.4 ± 1.7 in the intervention arm (P = .23). Mean systolic blood pressure declined from 135 to 128 mm Hg among all participants (P = .006) with no difference between groups in change from baseline blood pressure (P = .74). Weight decreased from 229 to 223 pounds among all participants (P = .25) with no significant difference between groups in change from baseline weight (P = .84). CONCLUSIONS A bidirectional texting strategy was feasible for helping patients with obesity and hypertension initiate and adhere to time-restricted eating. Adding a commitment device to bidirectional texting did not increase adherence to time-restricted eating compared with attention control, nor were there significant between group changes in blood pressure or weight, but these comparisons were underpowered. A larger randomized trial of the effect of this scalable intervention, compared with usual care, on blood pressure and weight among patients with obesity and hypertension is warranted. CLINICAL TRIALS REGISTRATION clinicaltrials.gov; unique identifier: NCT04836312.
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Affiliation(s)
- Alexander C Fanaroff
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Cardiovascular Outcomes, Quality, and Evaluative Research Center, University of Pennsylvania, Philadelphia, PA; Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA; Center for Health Economics and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA.
| | - Samantha Coratti
- Center for Health Economics and Behavioral Economics, University of Pennsylvania, Philadelphia, PA
| | - Rim Halaby
- National Institutes of Health, Bethesda, MD
| | - Monika Sanghavi
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA
| | - Rupal P O'Quinn
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA
| | - Sheela Krishnan
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA
| | - Helene Glassberg
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA
| | - Archna Bajaj
- Division of Translational Medicine & Human Genetics, University of Pennsylvania, Philadelphia, PA
| | - Srinath Adusumalli
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA; CVS Health, Woonsocket, RI
| | - Neel Chokshi
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA
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12
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de Buisonjé DR, Brosig F, Breeman LD, Bloom EL, Reijnders T, Janssen VR, Kraaijenhagen RA, Kemps HMC, Evers AWM. Put your money where your feet are: The real-world effects of StepBet gamified deposit contracts for physical activity. Internet Interv 2023; 31:100610. [PMID: 36873308 PMCID: PMC9982638 DOI: 10.1016/j.invent.2023.100610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/14/2023] [Accepted: 02/20/2023] [Indexed: 02/27/2023] Open
Abstract
Background Gamification and deposit contracts (a financial incentive in which participants pledge their own money) can enhance effectiveness of mobile behavior change interventions. However, to assess their potential for improving population health, research should investigate implementation of gamified deposit contracts outside the research setting. Therefore, we analyzed data from StepBet, a smartphone application originally developed by WayBetter, Inc. Objective To perform a naturalistic evaluation of StepBet gamified deposit contracts, for whom they work best, and under which conditions they are most effective to help increase physical activity. Methods WayBetter provided data of StepBet participants that participated in a stepcount challenge between 2015 and 2020 (N = 72,974). StepBet challenges were offered on the StepBet smartphone application. The modal challenge consisted of a $40 deposit made prior to a 6-week challenge period during which participants needed to reach daily and weekly step goals in order to regain their deposit. Participants who met their goals also received additional earnings which were paid out from the money lost by those who failed their challenge. Challenge step goals were tailored on a 90-day historic step count retrieval that was also used as the baseline comparison for this study. Primary outcomes were increase in step count (continuous) and challenge success (dichotomous). Results Overall, average daily step counts increased by 31.2 % (2423 steps, SD = 3462) from 7774 steps (SD = 3112) at baseline to 10,197 steps (SD = 4162) during the challenge. The average challenge success rate was 73 %. Those who succeeded in their challenge (n = 53,281) increased their step count by 44.0 % (3465 steps, SD = 3013), while those who failed their challenge (n = 19,693) decreased their step count by -5.3 % (-398 steps, SD = 3013). Challenges started as a New Year's resolution were slightly more successful (77.7 %) than those started during the rest of the year (72.6 %). Discussion In a real-world setting, and among a large and diverse sample, participating in a gamified deposit contract challenge was associated with a large increase in step counts. A majority of challenges were successful and succeeding in a challenge was associated with a large and clinically relevant increase in step counts. Based on these findings, we recommend implementing gamified deposit contracts for physical activity where possible. An interesting avenue for future research is to explore possible setback effects among people who fail a challenge, and how setbacks can be mitigated. Pre-registration Open Science Framework (doi:10.17605/OSF.IO/D237C).
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Affiliation(s)
- David R de Buisonjé
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Fiona Brosig
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Linda D Breeman
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands
| | | | - Thomas Reijnders
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands.,Department of Human-Centered Design, Faculty of Industrial Design Engineering, TU Delft, Delft, the Netherlands
| | - Veronica R Janssen
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands.,Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Hareld M C Kemps
- Department of Cardiology, Máxima Medical Center, Veldhoven, the Netherlands.,Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Andrea W M Evers
- Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands.,Medical Delta, Leiden University, TU Delft, and Erasmus University, the Netherlands
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13
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Siegel R, McGrady ME, Dynan L, Kharofa R, Stackpole K, Casson P, Siegel F, Kasparian NA. Effects of Loss and Gain Incentives on Adherence in Pediatric Weight Management: Preliminary Studies and Economic Evaluation of a Theoretical Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:584. [PMID: 36612907 PMCID: PMC9819945 DOI: 10.3390/ijerph20010584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/21/2022] [Accepted: 12/26/2022] [Indexed: 06/17/2023]
Abstract
Pediatric weight management is often hampered by poor engagement and adherence. Incentives based on loss have been shown to be more effective than gain-based incentives in improving outcomes among children with health conditions other than obesity. In preparation for a clinical trial comparing loss-framed to gain-framed incentives, a survey of youth and caregiver attitudes on weight management incentives, reasons for program attendance, and an economic evaluation of a theoretical trial were conducted. Ninety of 835 (11%) surveys were completed by caregiver and child. The economic evaluation showed that loss-framed incentives had a preferable incremental cost-effectiveness ratio (a lower value is considered preferable) than gain-based incentives. Most youth and caregivers felt a gain incentive would be superior, agreed that the full incentive should go to the youth (vs. the caregiver), and identified "improving health" as a top reason for pursuing weight management.
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Affiliation(s)
- Robert Siegel
- The Heart Institute, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
- Department of Pediatrics, College of Medine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Meghan E. McGrady
- Department of Pediatrics, College of Medine, University of Cincinnati, Cincinnati, OH 45267, USA
- Division of Behavioral Medicine & Clinical Psychology, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
| | - Linda Dynan
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
- Department of Economics, Northern Kentucky University, Highland Heights, KY 41099, USA
| | - Roohi Kharofa
- The Heart Institute, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
- Department of Pediatrics, College of Medine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Kristin Stackpole
- The Heart Institute, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
| | - Paula Casson
- The Heart Institute, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
| | - Francesca Siegel
- The University of Cincinnati Medical Center, Cincinnati, OH 45219, USA
| | - Nadine A. Kasparian
- The Heart Institute, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
- Department of Pediatrics, College of Medine, University of Cincinnati, Cincinnati, OH 45267, USA
- Division of Behavioral Medicine & Clinical Psychology, Cincinnati Children’s Hospital, Cincinnati, OH 45229, USA
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14
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Designing financial incentives for health behaviour change: a mixed-methods case study of weight loss in men with obesity. J Public Health (Oxf) 2022. [DOI: 10.1007/s10389-022-01785-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Abstract
Aim
Designing financial incentives for health behaviour change requires choices across several domains, including value (the size of the incentive), frequency of incentives, and direction (gain or loss). However, the rationale underlying complex incentive design is infrequently reported. Transparent reporting is important if we want to understand and improve the incentive development process. This paper describes a mixed methods approach for designing financial incentives for health behaviour change which involves stakeholders throughout the design process.
Subject and methods
The mixed methods approach focuses on incentives for weight loss for men with obesity living in areas with high levels of disadvantage. The approach involves: (a) using an existing framework to identify all domains of a financial incentive scheme for which choices need to be made, deciding what criteria are relevant (such as effectiveness, acceptability and uptake) and making choices on each domain on the basis of the criteria; (b) conducting a survey of target population preferences to inform choices for domains and to design the incentive scheme; and (c) making final decisions at a stakeholder consensus workshop.
Results
The approach was implemented and an incentive scheme for weight loss for men living with obesity was developed. Qualitative interview data from men receiving the incentives in a feasibility trial endorses our approach.
Conclusion
This paper demonstrates that a mixed methods approach with stakeholder involvement can be used to design financial incentives for health behaviour change such as weight loss.
Trial registration number
NCT03040518. Date: 2 February 2017.
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15
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Boonmanunt S, Pattanaprateep O, Ongphiphadhanakul B, McKay G, Attia J, Vlaev I, Thakkinstian A. Evaluation of the Effectiveness of Behavioral Economic Incentive Programs for Goal Achievement on Healthy Diet, Weight Control and Physical Activity: A Systematic Review and Network Meta-analysis. Ann Behav Med 2022; 57:277-287. [PMID: 36367428 PMCID: PMC10094952 DOI: 10.1093/abm/kaac066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Healthy diet, weight control and physical activity to reduce obesity can be motivated by financial incentives (FI). Behavioral-economic approaches may improve the incentivization effectiveness. This study compares and ranks the effectiveness of standard and behavioral incentivization for healthy diet, weight control, and physical activity promotion.
Purpose
To investigate whether behavioral-economic insights improve incentivization effectiveness.
Methods
A systematic search of Medline and Scopus was performed from database inception to December 2020. Study characteristics, program designs, and risk ratio (RR) were extracted. A two-stage network meta-analysis pooled and ranked intervention effects.
Results
There were 35 eligible RCTs. For diet-weight control, standard FI, deposit contract (deposit), lottery-based incentive (lottery), and standard-FI + lottery increased goal achievement compared to no-FI but only deposit was statistically significant with pooled RRs and 95% confidence intervals (CI) of 1.21 (0.94, 1.56), 1.79 (1.04, 3.05), 1.45 (0.99, 2.13), and 1.73 (0.83, 3.63). For physical activity, standard-FI, deposit, and lottery significantly increased goal achievement compared to no-FI, with pooled RRs of 1.38 (1.13, 1.68), 1.63 (1.24, 2.14) and 1.43 (1.14, 1.80), respectively. In a follow-up period for physical activity, only deposit significantly increased goal achievement compared to no-FI, with pooled RRs of 1.39 (1.11, 1.73).
Conclusion
Deposit, followed by lottery, were best for motivating healthy diet, weight control and physical activity at program end. Post-intervention, deposit then standard-FI were best for motivating physical activity. Behavioral insights can improve incentivization effectiveness, although lottery-based approaches may offer only short-term benefit regarding physical activity. However, the imprecise intervention effects were major concerns.
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Affiliation(s)
- Suparee Boonmanunt
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University , 270 Rama VI Road, Pyathai, Bangkok 10400 , Thailand
| | - Oraluck Pattanaprateep
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University , 270 Rama VI Road, Pyathai, Bangkok 10400 , Thailand
| | - Boonsong Ongphiphadhanakul
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University , 270 Rama VI Road, Pyathai, Bangkok 10400 , Thailand
| | - Gareth McKay
- Centre for Public Health, School of Medicine, Dentistry, and Biomedical Sciences, Queen’s University Belfast , 97 Lisburn Road, Whitla Medical Building, BT9 7BL Belfast , UK
| | - John Attia
- School of Medicine and Public Health, University of Newcastle , Kookaburra Circuit, John Hunter Hospital Campus, New Lambton, NSW 2305 , Australia
- Hunter Medical Research Institute , Kookaburra Circuit, John Hunter Hospital Campus, New Lambton, NSW 2305 , Australia
| | - Ivo Vlaev
- Warwick Business School, University of Warwick , Coventry CV4 7AL , UK
| | - Ammarin Thakkinstian
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University , 270 Rama VI Road, Pyathai, Bangkok 10400 , Thailand
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Lee LK, Fleegler EW, Goyal MK, Doh KF, Laraque-Arena D, Hoffman BD, Injury Violence And Poison Prevention CO. Firearm-Related Injuries and Deaths in Children and Youth: Injury Prevention and Harm Reduction. Pediatrics 2022; 150:189686. [PMID: 36207776 DOI: 10.1542/peds.2022-060070] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/26/2022] [Indexed: 11/07/2022] Open
Abstract
Firearms are the leading cause of death in children and youth 0 to 24 years of age in the United States. They are also an important cause of injury with long-term physical and mental health consequences. A multipronged approach with layers of protection focused on harm reduction, which has been successful in decreasing motor vehicle-related injuries, is essential to decrease firearm injuries and deaths in children and youth. Interventions should be focused on the individual, household, community, and policy level. Strategies for harm reduction for pediatric firearm injuries include providing anticipatory guidance regarding the increased risk of firearm injuries and deaths with firearms in the home as well as the principles of safer firearm storage. In addition, lethal means counseling for patients and families with individuals at risk for self-harm and suicide is important. Community-level interventions include hospital and community-based violence intervention programs. The implementation of safety regulations for firearms as well as enacting legislation are also essential for firearm injury prevention. Increased funding for data infrastructure and research is also crucial to better understand risks and protective factors for firearm violence, which can then inform effective prevention interventions. To reverse this trend of increasing firearm violence, it is imperative for the wider community of clinicians, public health advocates, community stakeholders, researchers, funders, and policy makers to collaboratively address the growing public health crisis of firearm injuries in US youth.
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Affiliation(s)
- Lois K Lee
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Eric W Fleegler
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA
| | - Monika K Goyal
- Division of Emergency Medicine, Children's National Hospital, Washington, DC
| | - Kiesha Fraser Doh
- Division of Pediatrics and Emergency Medicine, Emory University/Children's Healthcare of Atlanta, Atlanta, GA
| | - Danielle Laraque-Arena
- New York Academy of Medicine, Mailman School of Public Health at Columbia University, Departments of Epidemiology and Pediatrics, New York, NY
| | - Benjamin D Hoffman
- Division of General Pediatrics, Oregon Health and Science University, Portland, OR
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17
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Phiri LP, Micklesfield LK, Mendham AE, Goedecke JH, de Villiers A. Perceptions and experiences of young Black South African women with obesity from a low socioeconomic community after following a 12-week structured exercise intervention. Front Sports Act Living 2022; 4:813339. [PMID: 36275440 PMCID: PMC9579280 DOI: 10.3389/fspor.2022.813339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 09/05/2022] [Indexed: 11/07/2022] Open
Abstract
Background Previous research has shown that Black South African (SA) women perceive a bigger body size to be acceptable and desirable, but nonetheless have shown interest in participating in community-based exercise programmes. This study aimed to investigate perceptions and experiences of participating in a 12-week exercise intervention designed to study the mechanisms of insulin sensitivity and secretion in young Black SA women with obesity. Methods Qualitative data was collected from young (23 ± 2.9 years) Black SA women (n = 17) residing in a low-income setting in Cape Town, who took part in a 12-week structured exercise intervention. Focus group discussions (FGDs) and in-depth interviews (IDIs) were conducted 1–4 months after the completion of the intervention. These were all audio recorded and took between 45 and 60 min. The recordings were transcribed, translated and qualitative content analysis, entailing a systematic process of coding and identification of salient themes, was conducted using the ATLAS.ti software. Results Six broad themes were identified from participants' experiences and perceptions: motivational factors, acceptability of the programme, barriers, sustainability and influencing others, benefits of being physically active, definitions and perceptions of exercise. Anticipated weight loss and financial remuneration were identified as motivational factors for enrolment and retention in the exercise programme. Aspects of the training environment and feelings of wellness appeared in the acceptability, sustainability and benefits themes, whereas time scheduling and travel constraints were regarded as barriers. Exercise was perceived as the maintenance of a healthy body, and in some cases, only relevant for specific groups. Conclusion Financial considerations played an important role in participants enrolling and staying in the 12-week exercise intervention. Participants liked many aspects of the intervention and identified physical and mental benefits that seemingly outweighed the barriers and disliked aspects of the programme. Optimizing the acceptability of exercise programmes and maximizing the opportunity for participants to experience improved mental well-being may contribute to attracting and retaining young Black SA women in exercise programmes.
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Affiliation(s)
- Lindokuhle P. Phiri
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa,*Correspondence: Lindokuhle P. Phiri
| | - Lisa K. Micklesfield
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa,SAMRC/WITS Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics, School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Amy E. Mendham
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa,SAMRC/WITS Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics, School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Julia H. Goedecke
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), FIMS International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa,Biomedical Research and Innovation Platform, South African Medical Research Council, Tygerberg, South Africa,Non-communicable Diseases Research Unit, South African Medical Research Council, Tygerberg, South Africa
| | - Anniza de Villiers
- Non-communicable Diseases Research Unit, South African Medical Research Council, Tygerberg, South Africa
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Sweeney AM, Wilson DK, Van Horn ML, Zarrett N, Resnicow K, Brown A, Quattlebaum M, Gadson B. Results from "Developing Real Incentives and Volition for Exercise" (DRIVE): A pilot randomized controlled trial for promoting physical activity in African American women. J Consult Clin Psychol 2022; 90:747-759. [PMID: 35834196 PMCID: PMC9669192 DOI: 10.1037/ccp0000740] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Motivation is a barrier to physical activity (PA) among African American (AA) women, but past studies have implemented a "one-size-fits-all" approach and have not addressed differences in autonomous motivation. This pilot randomized controlled trial assessed the preliminary efficacy of "Developing Real Incentives and Volition for Exercise," a community- and theory-based intervention, which evaluated whether a motivationally matched (vs. a nonmatched) intervention increases daily total PA. METHOD In total, 68 AA women (50.72 ± 13.66 years; 86.8% with obesity) were randomized to an 8-week challenge-focused program (targeted toward high autonomous motivation) or rewards-focused program (targeted toward low autonomous motivation). Randomization was stratified by baseline autonomous motivation. FitBits were used during the intervention to promote self-monitoring (both programs) and social connectedness (challenge program only). RESULTS Both programs retained ≥ 80% of participants. Process evaluation revealed high attendance, dose, and fidelity (both programs). However, contrary to expectations, across all motivational levels (low and high autonomous), the challenge-focused intervention resulted in a greater increase in total daily PA (primary outcome), with an average increase of 17.9 min in the challenge-focused intervention versus an average decrease of 8.55 min in the rewards-focused intervention. An exploratory follow-up analysis revealed that engagement with the FitBit mobile app predicted greater PA at postintervention in the challenge-focused program. CONCLUSIONS A team-based approach targeting social connectedness, enjoyment of PA, and positive intragroup competition is a promising approach for promoting PA among AA women. These findings are used to guide a discussion on best practices for engaging AA women in future behavioral interventions. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | - Dawn K Wilson
- Department of Psychology, University of South Carolina
| | - M Lee Van Horn
- Department of Education Psychology, University of New Mexico
| | | | - Kenneth Resnicow
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan
| | - Asia Brown
- Department of Psychology, University of South Carolina
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19
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Zheng L, Liu S, Jiao Y, Wu Y, Wang Y, Yu Z, Xu J, Sun Y, Sun Z. Effect of Financial Incentives on Hypertension Control: A Multicenter Randomized Controlled Trial in China. Hypertension 2022; 79:2202-2211. [PMID: 35862120 PMCID: PMC9444259 DOI: 10.1161/hypertensionaha.122.19568] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Poorly controlled hypertension is a great challenge to global public health. Incentive approaches, based on behavioral and economic concepts, may improve patients’ adherence to treatment.
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Affiliation(s)
- Liqiang Zheng
- School of Public Health, Shanghai Jiao Tong University School of Medicine, China (L.Z., Y. Wu, J.X.).,Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
| | - Sitong Liu
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
| | - Yundi Jiao
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
| | - Yani Wu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, China (L.Z., Y. Wu, J.X.)
| | - Yali Wang
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
| | - Zhecong Yu
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
| | - Jiahui Xu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, China (L.Z., Y. Wu, J.X.)
| | - Yingxian Sun
- Department of Cardiology, First Hospital of China Medical University, Shenyang (Y.S.)
| | - Zhaoqing Sun
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang (L.Z., S.L., Y.J., Y. Wang, Z.Y., Z.S.)
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20
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Leach W, Doherty C, Olave M, England BR, Wysham K, Kerr G, Quinones M, Ogdie A, White D, Neogi T, Scanzello CR, Baker JF. Protocol for a multi-center randomized controlled trial to evaluate the benefits of exercise incentives and corticosteroid injections in osteoarthritis of the knee (MOVE-OK). Trials 2022; 23:604. [PMID: 35897080 PMCID: PMC9327347 DOI: 10.1186/s13063-022-06529-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 07/06/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Knee osteoarthritis (KOA) is a high-priority problem among the aging population. While exercise has been shown to be beneficial in management of the disease, scalable and low-cost interventions to improve exercise in this population are lacking. Recent controversy over the value of corticosteroid injections for palliation has also arisen. Therefore, we designed a randomized, double-blind, placebo-controlled clinical trial with a 2-period crossover design to study (1) behavioral incentives to promote exercise and (2) corticosteroid injections to reduce pain and improve function in patients with KOA when compared to lidocaine only. METHODS The study design is a pragmatic factorial and crossover randomized clinical trial. Patients with KOA who are deemed eligible by their provider to receive knee injections and are able to walk without assistive devices will be recruited from clinical practices at four sites within the Veterans Affairs (VA) Health System in the USA. In total, 220 participants will be randomized to receive social incentives with gamification (i.e., incorporation of game elements) to promote exercise and compared to controls that receive a Fitbit but no incentive. Each patient will also be assigned to receive a blinded corticosteroid injection and a lidocaine-only injection in random order. The primary outcomes are the change in average daily step counts from baseline and the change in Knee Osteoarthritis Outcome Score (KOOS) from baseline. The study team will continuously collect step count, heart rate, and sleep data using activity monitors and patient-reported outcomes using the Way to Health (WTH) platform at two four-week intervals over eight months of follow-up. Mixed effects regression incorporating all available data points will be used for analysis. DISCUSSION The "Marching on for Veterans with Osteoarthritis of the Knee" (MOVE-OK) trial will take a pragmatic approach to evaluate (1) whether incentives based on behaviorally enhanced gamification can improve physical activity in this patient population and (2) whether corticosteroids injections reduce pain and disability in patients with KOA. Results of this trial will help to direct clinical practice and inform management guidelines. TRIAL REGISTRATION ClinicalTrials.gov NCT05035810 . Registered on 5 September 2021.
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Affiliation(s)
- William Leach
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Caleigh Doherty
- Perelman School of Medicine, University of Pennsylvania, 5th Floor White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Marianna Olave
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Bryant R England
- Medicine Service, VA Nebraska-Western Iowa Health Care System and Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Katherine Wysham
- VA Puget Sound Health Care System and University of Washington, Seattle, WA, USA
| | - Gail Kerr
- Washington DC VA Medical Center, Washington, D.C, USA
| | | | - Alexis Ogdie
- Perelman School of Medicine, University of Pennsylvania, 5th Floor White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Dan White
- University of Delaware, Newark, DE, USA
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, MA, USA
| | - Carla R Scanzello
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, 5th Floor White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Joshua F Baker
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Perelman School of Medicine, University of Pennsylvania, 5th Floor White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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21
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Yao J, Lim N, Tan J, Matthias Müller A, Martinus van Dam R, Chen C, Tan CS, Müller-Riemenschneider F. Evaluation of a Population-Wide Mobile Health Physical Activity Program in 696 907 Adults in Singapore. J Am Heart Assoc 2022; 11:e022508. [PMID: 35699174 PMCID: PMC9238668 DOI: 10.1161/jaha.121.022508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Background Evidence of scaled‐up physical activity interventions is scarce. This study evaluates the uptake, engagement, and effectiveness of one such intervention program. Methods and Results The program was open to individuals aged ≥17 years in Singapore. The main intervention components comprised device‐based daily physical activity recording paired with step count goals and financial rewards. According to the different reward opportunities, we divided the evaluation period (August 2017 to June 2018) into the baseline monitoring phase, the main challenge phase, and the maintenance phase. Uptake was assessed by the number of individuals registered, and engagement by the step recording duration after registration. The effectiveness was defined as changes in mean daily step count from baseline to the main challenge phase and the maintenance phase. A total of 696 907 participants registered, including more Singapore citizens (versus noncitizens), women, and younger (aged 17–39 years) individuals. The evaluation of engagement and effectiveness included 421 388 (60.5%) participants who provided plausible characteristic information and step count data. The median duration of engagement was 74 (IQR, 14–149) days. Compared with the baseline of 7509 (SD, 3467) steps, mean daily step count increased by 1579 (95% CI, 1564–1594) steps during the main challenge phase and 934 (95% CI, 916–952) steps during the maintenance phase. Greater engagement and activity increase were found in participants who are citizens, women, aged ≥40 years, non‐obese, and using separate wearables (versus smartphones). Conclusions Mobile health physical activity interventions can successfully reach a large population and be effective in increasing physical activity, despite declining program engagement over time.
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Affiliation(s)
- Jiali Yao
- Saw Swee Hock School of Public Health National University of Singapore Singapore
| | - Nicole Lim
- Policy, Research and Surveillance Division Health Promotion Board Singapore
| | - Jeremy Tan
- Policy, Research and Surveillance Division Health Promotion Board Singapore
| | | | - Rob Martinus van Dam
- Saw Swee Hock School of Public Health National University of Singapore Singapore
| | - Cynthia Chen
- Saw Swee Hock School of Public Health National University of Singapore Singapore
| | - Chuen Seng Tan
- Saw Swee Hock School of Public Health National University of Singapore Singapore
| | - Falk Müller-Riemenschneider
- Saw Swee Hock School of Public Health National University of Singapore Singapore.,Berlin Institute of HealthCharite University Medical Centre Berlin Germany
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22
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Liu C, Liu W, Jiao M, Li Y, Zhang G, Wei L, Zhou S, Li Y, Sha Z, Hao Y, Wu Q. A combined behavioural economics- and simulation-based medical education to promote effectiveness among medical residents in coping with workplace violence in Northern China: a quasi-experimental study. BMC Public Health 2022; 22:1090. [PMID: 35650559 PMCID: PMC9156828 DOI: 10.1186/s12889-022-13497-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 05/18/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Workplace violence is internationally recognised as a major concern for the workforce, which entails serious consequences, and research shows that medical residents are more likely than other doctors to experience violence in the workplace. This study first examines the effectiveness of simulation-based medical education, and then simulation-based medical education combined with behavioural economics as interventions in medical residents' perception of, attitude toward, and self-efficacy in coping with violence in the workplace.
Methods
A quasi-experimental design was used, 190 participants were randomised into three study groups to respectively test the effect of simulation-based medical education only and simulation-based medical education plus behavioural economics interventions, compared with a control group. Data were obtained from structured questionnaires, including (1) a perception of aggression scale, a management of aggression and violence attitude scale, a general self-efficacy scale, and (2) socio-demographic characteristics.
Results
The results show that the scores attained by simulation-based medical education (SBME) and simulation-based medical education combined with behavioural economics (SBME + BE) interventions for perception, attitude, and self-efficacy were significantly higher than those in the control group (p < .01). The SBME + BE group recorded a greater improvement in perception, which could be ascribed to the behavioural economics effect. Furthermore, the higher perception of workplace violence is correlated with single residents and those with more work experience, prior experiences of violence in the workplace, and training related to workplace violence. A higher positive correlation of workplace violence was recorded by female and widowed residents,and a higher level of self-efficacy related to violence in the workplace correlated with male, widowed,and senior (third-year) residents.
Conclusions
This study contributes important evidence regarding changes in the perception, attitude, and self-efficacy of subjects following both the SBME + BE and SBME interventions among medical residents in coping with workplace violence, the biggest perception change having been recorded after the SBME + BE intervention, which can be explained by the inclusion of behavioural economics.
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23
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Lewey J, Murphy S, Zhang D, Putt ME, Elovitz MA, Riis V, Patel MS, Levine LD. Effectiveness of a Text-Based Gamification Intervention to Improve Physical Activity Among Postpartum Individuals With Hypertensive Disorders of Pregnancy: A Randomized Clinical Trial. JAMA Cardiol 2022; 7:591-599. [PMID: 35442393 PMCID: PMC9021982 DOI: 10.1001/jamacardio.2022.0553] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Importance Hypertensive disorders of pregnancy are associated with increased risk of cardiovascular disease, yet few interventions have targeted this population to decrease long-term risk. Objective To determine whether a digital health intervention improves physical activity in postpartum individuals with hypertensive disorders of pregnancy. Design, Setting, and Participants This 12-week randomized clinical trial enrolled postpartum individuals who delivered at the University of Pennsylvania and had a hypertensive disorder of pregnancy between October 2019 and June 2020. Analysis was intention to treat. Interventions All participants received a wearable activity tracker, established a baseline step count, selected a step goal greater than baseline, and were randomly assigned to control or intervention. Participants in the control arm received daily feedback on goal attainment. Participants in the intervention arm were placed on virtual teams and enrolled in a game with points and levels for daily step goal achievement and informed by principles of behavioral economics. Main Outcomes and Measures The primary outcome was change in mean daily step count from baseline to 12-week follow-up. Secondary outcome was proportion of participant-days that step goal was achieved. Results A total of 127 participants were randomized (64 in the control group and 63 in the intervention group) and were enrolled a mean of 7.9 weeks post partum. Participants had a mean (SD) age of 32.3 (5.6) years, 70 (55.1%) were Black, and 52 (41.9%) had Medicaid insurance. The mean (SD) baseline step count was similar in the control and intervention arms (6042 [2270] vs 6175 [1920] steps, respectively). After adjustment for baseline steps and calendar month, participants in the intervention arm had a significantly greater increase in mean daily step steps from baseline compared with the control arm (647 steps; 95% CI, 169-1124 steps; P = .009). Compared with the control arm, participants in the intervention arm achieved their steps goals on a greater proportion of participant-days during the intervention period (0.47 vs 0.38; adjusted difference 0.11; 95% CI, 0.04-0.19; P = .003). Conclusions and Relevance In this study, a digital health intervention using remote monitoring, gamification, and social incentives among postpartum individuals at elevated cardiovascular risk significantly increased physical activity throughout 12 weeks. Trial Registration ClinicalTrials.gov Identifier: NCT03311230.
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Affiliation(s)
- Jennifer Lewey
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Samantha Murphy
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Dazheng Zhang
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Mary E. Putt
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Michal A. Elovitz
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Valerie Riis
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | | | - Lisa D. Levine
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
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Effectiveness of a Worksite-Based Lifestyle Intervention on Employees' Obesity Control and Prevention in China: A Group Randomized Experimental Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116738. [PMID: 35682322 PMCID: PMC9180232 DOI: 10.3390/ijerph19116738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/23/2022] [Accepted: 05/27/2022] [Indexed: 02/05/2023]
Abstract
Background: This study was to culturally adapt a lifestyle intervention for employees’ obesity control and prevention using a participatory process, and evaluate the effectiveness of the project at worksites. Methods: A group randomized experimental study included four worksites (two intervention, two control) in the Yangtze River Delta in China was conducted. A total of 388 participants (216 in the intervention worksites and 172 in the control worksites) were finally recruited from 955 employees at the four worksites (464 in the intervention worksites and 491 in the control worksites). The final evaluation was completed by two hundred and seventy-eight employees (159 in the intervention worksites and 119 in the control worksites, respectively). Data of demographic information, weight, BMI, waist circumference, hip circumference and weight-related behaviors including diary behaviors and physical activities were collected before and after a 12-month intervention and analyzed using descriptive statistics, t-test, chi-square test, linear mixed regression and logistic mixed regression. Results: Although the intervention worksites had a reduction in body mass index (23.21 to 22.95, p < 0.01), hip circumference (95.97 to 95.28, p = 0.03) and waist-to-height ratio (0.49 to 0.48, p = 0.01), the differential changes compared to those of the control group were not statistically significant. The frequency of sweet beverages (−1.81, 95%CI: −0.52, −3.11), frequency of vegetable intake (5.66, 95%CI: 1.59, 9.74), daily servings of vegetables (0.53, 95%CI: 0.24, 0.82), frequency of fruit intake (3.68, 95%CI: 1.25, 6.12), daily servings of fruit (0.26, 95%CI: 0.44, 0.92), daily servings of vegetables and fruit (0.79, 95%CI: 0.43, 1.16), daily steps (863.19, 95%CI: 161.42, 1564.97) and self-efficacy to change physical activity (OR = 1.91, 95%CI: 1.02,3.60) were more improved in the intervention group than were those measures in the control group. Conclusions: The worksite-based lifestyle intervention project for obesity control and prevention improved several employees’ dietary behaviors and physical activities at worksites in China in a short time. Long-term intervention with larger samples in more worksites should be further examined.
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Parikh RB, Ferrell W, Wakim J, Williamson J, Khan N, Kopinsky M, Balachandran M, Gabriel PE, Zhang Y, Schuchter LM, Shulman LN, Chen J, Patel MS, Manz CR. Patient and clinician nudges to improve symptom management in advanced cancer using patient-generated health data: study protocol for the PROStep randomised controlled trial. BMJ Open 2022; 12:e054675. [PMID: 35551088 PMCID: PMC9109034 DOI: 10.1136/bmjopen-2021-054675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Patients with advanced cancers often face significant symptoms from their cancer and adverse effects from cancer-associated therapy. Patient-generated health data (PGHD) are routinely collected information about symptoms and activity levels that patients either directly report or passively record using devices such as wearable accelerometers. The objective of this study was to test the impact of an intervention integrating remote collection of PGHD with clinician and patient nudges to inform communication between patients with advanced cancer and their oncology team regarding symptom burden and functional status. METHODS AND ANALYSIS This single-centre prospective randomised controlled trial randomises patients with metastatic gastrointestinal or lung cancers into one of three arms: (A) usual care, (B) an intervention that integrates PGHD (including weekly text-based symptom surveys and passively recorded step counts) into a dashboard delivered to oncology clinicians at each visit and (C) the same intervention as arm B but with an additional text-based active choice intervention to patients to encourage discussing their symptoms with their oncology team. The study will enrol approximately 125 participants. The coprimary outcomes are patient perceptions of their oncology team's understanding of their symptoms and their functional status. Secondary outcomes are intervention utility and adherence. ETHICS AND DISSEMINATION This study has been approved by the institutional review board at the University of Pennsylvania. Study results will be disseminated using methods that describe the results in ways that key stakeholders can best understand and implement. TRIAL REGISTRATION NUMBERS NCT04616768 and 843 616.
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Affiliation(s)
- Ravi B Parikh
- Abramson Cancer Center, Philadelphia, Pennsylvania, USA
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - William Ferrell
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jonathan Wakim
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Joelle Williamson
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Neda Khan
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Michael Kopinsky
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Mohan Balachandran
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | | | - Yichen Zhang
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | | | - Jinbo Chen
- Abramson Cancer Center, Philadelphia, Pennsylvania, USA
| | - Mitesh S Patel
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Christopher R Manz
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts, USA
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Kannarkat GT, Rafferty MR, Luo S, Liu H, Mills KA. Effect of Exercise and Rehabilitation Therapy on Risk of Hospitalization in Parkinson's Disease. Mov Disord Clin Pract 2022; 9:494-500. [PMID: 35586527 PMCID: PMC9092731 DOI: 10.1002/mdc3.13456] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 02/23/2022] [Accepted: 03/26/2022] [Indexed: 11/05/2022] Open
Abstract
Background Exercise and physical therapy (PT) can improve motor function and quality of life in individuals with Parkinson's disease (PD), but their role in hospitalization avoidance is not well-studied. Objectives To determine the longitudinal and temporal association of exercise and PT use with hospital encounter. Methods Longitudinal regression and χ2 analyses were performed on Parkinson's Foundation Parkinson's Outcome Project exercise and PT use data from 4674 and 9259 persons with PD, respectively. Results Greater exercise duration and intensity were associated with reduced odds of hospital encounter, whereas both PT and occupational therapy use were associated with increased odds. In the 2 years before a hospital encounter, there was an increased frequency of PT use, but not reductions in exercise. Conclusions Consistent exercise may reduce hospitalization risk whereas PT referral may identify at-risk individuals without preventing this outcome. Further work to incentivize consistent exercise in PD may reduce healthcare use.
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Affiliation(s)
| | - Miriam R. Rafferty
- Shirley Ryan AbilityLabChicagoIllinoisUSA
- Department of Physical Medicine and RehabilitationNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Sheng Luo
- Department of Biostatistics and BioinformaticsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Hongliang Liu
- Department of Population Health SciencesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Kelly A. Mills
- Department of NeurologyThe Johns Hopkins HospitalBaltimoreMarylandUSA
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Greysen SR, Waddell KJ, Patel MS. Exploring Wearables to Focus on the “Sweet Spot” of Physical Activity and Sleep After Hospitalization: Secondary Analysis. JMIR Mhealth Uhealth 2022; 10:e30089. [PMID: 35476034 PMCID: PMC9096634 DOI: 10.2196/30089] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 12/15/2021] [Accepted: 02/18/2022] [Indexed: 11/13/2022] Open
Abstract
Background
Inadequate sleep and physical activity are common during and after hospitalization, but their impact on patient-reported functional outcomes after discharge is poorly understood. Wearable devices that measure sleep and activity can provide patient-generated data to explore ideal levels of sleep and activity to promote recovery after hospital discharge.
Objective
This study aimed to examine the relationship between daily sleep and physical activity with 6 patient-reported functional outcomes (symptom burden, sleep quality, physical health, life space mobility, activities of daily living, and instrumental activities of daily living) at 13 weeks after hospital discharge.
Methods
This secondary analysis sought to examine the relationship between daily sleep, physical activity, and patient-reported outcomes at 13 weeks after hospital discharge. We utilized wearable sleep and activity trackers (Withings Activité wristwatch) to collect data on sleep and activity. We performed descriptive analysis of device-recorded sleep (minutes/night) with patient-reported sleep and device-recorded activity (steps/day) for the entire sample with full data to explore trends. Based on these trends, we performed additional analyses for a subgroup of patients who slept 7-9 hours/night on average. Differences in patient-reported functional outcomes at 13 weeks following hospital discharge were examined using a multivariate linear regression model for this subgroup.
Results
For the full sample of 120 participants, we observed a “T-shaped” distribution between device-reported physical activity (steps/day) and sleep (patient-reported quality or device-recorded minutes/night) with lowest physical activity among those who slept <7 or >9 hours/night. We also performed a subgroup analysis (n=60) of participants that averaged the recommended 7-9 hours of sleep/night over the 13-week study period. Our key finding was that participants who had both adequate sleep (7-9 hours/night) and activity (>5000 steps/day) had better functional outcomes at 13 weeks after hospital discharge. Participants with adequate sleep but less activity (<5000 steps/day) had significantly worse symptom burden (z-score 0.93, 95% CI 0.3 to 1.5; P=.02), community mobility (z-score –0.77, 95% CI –1.3 to –0.15; P=.02), and perceived physical health (z-score –0.73, 95% CI –1.3 to –0.13; P=.003), compared with those who were more physically active (≥5000 steps/day).
Conclusions
Participants within the “sweet spot” that balances recommended sleep (7-9 hours/night) and physical activity (>5000 steps/day) reported better functional outcomes after 13 weeks compared with participants outside the “sweet spot.” Wearable sleep and activity trackers may provide opportunities to hone postdischarge monitoring and target a “sweet spot” of recommended levels for both sleep and activity needed for optimal recovery.
Trial Registration
ClinicalTrials.gov NCT03321279; https://clinicaltrials.gov/ct2/show/NCT03321279
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Affiliation(s)
- S Ryan Greysen
- Section of Hospital Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Philadelphia Corporal Michael Crescenz Veterans Medical Center, Philadelphia, PA, United States
| | - Kimberly J Waddell
- Philadelphia Corporal Michael Crescenz Veterans Medical Center, Philadelphia, PA, United States
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Vajravelu ME, Hitt TA, Mak N, Edwards A, Mitchell J, Schwartz L, Kelly A, Amaral S. Text Messages and Financial Incentives to Increase Physical Activity in Adolescents With Prediabetes and Type 2 Diabetes: Web-Based Group Interviews to Inform Intervention Design. JMIR Diabetes 2022; 7:e33082. [PMID: 35384850 PMCID: PMC9021947 DOI: 10.2196/33082] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 11/08/2021] [Accepted: 12/09/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Physical activity is a major component of treatment for adolescents with obesity and prediabetes or type 2 diabetes; however, sedentary behavior remains pervasive. An SMS text message-based intervention paired with financial incentives may be an effective way to promote physical activity in this population. OBJECTIVE This study aims to obtain end-user feedback on SMS text message content and assess the acceptability of a planned SMS text messaging intervention with financial incentives to motivate youth with prediabetes or type 2 diabetes to increase physical activity. METHODS Adolescents with overweight or obesity and prediabetes or type 2 diabetes who attended a large academic pediatric endocrinology clinic were recruited to participate in group interviews (2-4/group) via videoconferencing. Participants were asked to share their thoughts on the use of SMS text messages and financial incentives to remind and motivate them to be more physically active. They rated and provided feedback on specific messages to be used in clinical trials. Participants were also asked about their personal experience with rewards to motivate behavior change and their anticipated reactions to rewards provided for goal attainment (gain-framing) versus those provided and then taken away if a goal was not met (loss-framing). The interviews were conducted by 2 trained interviewers and a note-taker. Content analysis was used to explore themes. RESULTS Group interviews were completed with 20 participants (11/20, 55% women; 15/20, 75% with type 2 diabetes; 5/20, 25% with prediabetes) with a mean age of 15 (SD 1; range 12-18) years and a mean BMI of 41 (SD 5) kg/m2 (all >95th percentile for age and sex). Most participants were non-Hispanic Black (14/20, 70%) and 10% (2/20) were Hispanics. Participants frequently cited near-continuous smartphone use and agreed that SMS text messages would serve as good reminders to be physically active, but the consensus about the need for short messages was strong. Favorable content included references to what they were likely to be doing when messages were sent (eg, homework or watching television) and messages that were upbeat or informative. Specific physical activity suggestions were rated favorably. Attitudes toward financial incentives varied, with differing opinions about whether loss-framed incentives would be motivating or discouraging. Many participants highlighted the role of intrinsic, rather than extrinsic, motivation in achieving and sustaining behavior change. CONCLUSIONS The engagement of adolescents with obesity and diabetes or prediabetes allowed for the refinement of SMS text messages for our planned intervention, with an emphasis on short, upbeat, relatable, and informative messages. Although an SMS text messaging intervention using financial incentives to motivate youth with prediabetes or type 2 diabetes to be more physically active is theoretically acceptable, the impact on actual activity levels in this population requires prospective evaluation in a clinical trial.
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Affiliation(s)
- Mary Ellen Vajravelu
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Center for Pediatric Research in Obesity and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Talia Alyssa Hitt
- Division of Pediatric Endocrinology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - NaDea Mak
- Division of Endocrinology & Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Aliya Edwards
- Division of Nephrology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Jonathan Mitchell
- Division of Gastroenterology, Hepatology and Nutrition, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Lisa Schwartz
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Center for Childhood Cancer Research, Division of Oncology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Andrea Kelly
- Division of Endocrinology & Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Sandra Amaral
- Division of Nephrology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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Krukowski RA, Harvey JR, Naud S, Finkelstein EA, West DS. Perspectives on the Form, Magnitude, Certainty, Target, and Frequency of Financial Incentives in a Weight Loss Program. Am J Health Promot 2022; 36:996-1004. [PMID: 35377246 PMCID: PMC10369452 DOI: 10.1177/08901171221078843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Financial incentives are a promising approach to enhance weight loss outcomes; however, little guidance exists on the optimal incentive structure. DESIGN Mixed methods. SETTING An online weight management trial, combining outcome (i.e., weight loss) and behavioral (i.e., self-weighing, dietary self-monitoring, and steps) incentives over 12 months (up to $665). SUBJECTS 116 participants who completed the incentive preference assessment at the 18-month follow-up visit. METHOD Response distributions on the form, magnitude, certainty, and target of the incentives and content analysis of the qualitative responses. RESULTS Nearly all (96.6%) participants indicated they liked receiving electronic Amazon gift cards, more so than the alternatives presented. Most participants (81.0%) thought they would have lost a similar amount of weight if the incentives were smaller. Few (18.1%) indicated they would have preferred a lottery structure, but 50.8% indicated the variable incentive schedule was beneficial during the maintenance period. Most (77.6%) felt incentives were most helpful when starting to lose weight. In both phases, most participants (85.3% and 72.4%, respectively) indicated appropriate behaviors were incentivized. Participants had mixed views on whether outcome or behavioral incentives were most motivating. CONCLUSION There was notable variation in preferences for the magnitude, duration, and timing of incentives; it will be important to examine in future research whether incentive design should be tailored to individual preferences.
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Affiliation(s)
- Rebecca A Krukowski
- Department of Public Health Sciences, College of Medicine, 2358University of Virginia, Charlottesville, VA, USA
| | - Jean R Harvey
- Department of Nutrition and Food Sciences, 2092University of Vermont, Burlington, VT, USA
| | - Shelly Naud
- Biomedical Statistics, Larner College of Medicine, 2092University of Vermont, Burlington, VT, USA
| | - Eric A Finkelstein
- Duke-NUS Medical School and Duke University Global Health Institute, singapore
| | - Delia S West
- Arnold School of Public Health, 2629University of South Carolina, Columbia, SC, USA
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User-centred development of an mHealth app for youth with type 1 diabetes: the challenge of operationalizing desired features and feasibility of offering financial incentives. HEALTH AND TECHNOLOGY 2022. [DOI: 10.1007/s12553-022-00656-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Kenyon CC, Flaherty C, Floyd GC, Jenssen BP, Miller VA. Promoting Healthy Childhood Behaviors With Financial Incentives: A Narrative Review of Key Considerations and Design Features for Future Research. Acad Pediatr 2022; 22:203-209. [PMID: 34403802 PMCID: PMC8844312 DOI: 10.1016/j.acap.2021.08.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 07/15/2021] [Accepted: 08/10/2021] [Indexed: 11/24/2022]
Abstract
In the last decade, there has been a robust increase in research using financial incentives to promote healthy behaviors as behavioral economics and new monitoring technologies have been applied to health behaviors. Most studies of financial incentives on health behaviors have focused on adults, yet many unhealthy adult behaviors have roots in childhood and adolescence. The use of financial incentives is an attractive but controversial strategy in childhood. In this review, we first propose 5 general considerations in designing and applying incentive interventions to children. These include: 1) the potential impact of incentives on intrinsic motivation, 2) ethical concerns about incentives promoting undue influence, 3) the importance of child neurodevelopmental stage, 4) how incentive interventions may influence health disparities, and 5) how to finance effective programs. We then highlight empirical findings from randomized trials investigating key design features of financial incentive interventions, including framing (loss vs gain), timing (immediate vs delayed), and magnitude (incentive size) effects on a range of childhood behaviors from healthy eating to adherence to glycemic control in type 1 diabetes. Though the current research base on these subjects in children is limited, we found no evidence suggesting that loss-framed incentives perform better than gain-framed incentives in children and isolated studies from healthy food choice experiments support the use of immediate, small incentives versus delayed, larger incentives. Future research on childhood incentives should compare the effectiveness of gain versus loss-framing and focus on which intervention characteristics lead to sustained behavior change and habit formation.
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Affiliation(s)
- Chén C. Kenyon
- PolicyLab and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia,Division of General Pediatrics, Children’s Hospital of Philadelphia,Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania
| | - Carina Flaherty
- PolicyLab and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia
| | - G. Chandler Floyd
- PolicyLab and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia
| | - Brian P. Jenssen
- PolicyLab and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia,Division of General Pediatrics, Children’s Hospital of Philadelphia,Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania
| | - Victoria A. Miller
- Division of Adolescent Medicine, Children’s Hospital of Philadelphia,Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania
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McCurdy AJ, Normand MP. The effects of a group‐deposit prize draw on the step counts of sedentary and low active adults. BEHAVIORAL INTERVENTIONS 2022. [DOI: 10.1002/bin.1869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Alex J. McCurdy
- Department of Psychology University of the Pacific Stockton California USA
| | - Matthew P. Normand
- Department of Psychology University of the Pacific Stockton California USA
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Harte R, Norton L, Whitehouse C, Lorincz I, Jones D, Gerald N, Estrada I, Sabini C, Mitra N, Long JA, Cappella J, Glanz K, Volpp KG, Kangovi S. Design of a randomized controlled trial of digital health and community health worker support for diabetes management among low-income patients. Contemp Clin Trials Commun 2022; 25:100878. [PMID: 34977421 PMCID: PMC8688867 DOI: 10.1016/j.conctc.2021.100878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 09/14/2021] [Accepted: 12/04/2021] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Insulin-dependent diabetes is a challenging disease to manage and involves complex behaviors, such as self-monitoring of blood glucose. This can be especially challenging in the face of socioeconomic barriers and in the wake of the COVID-19 pandemic. Digital health self-monitoring interventions and community health worker support are promising and complementary best practices for improving diabetes-related health behaviors and outcomes. Yet, these strategies have not been tested in combination. This protocol paper describes the rationale and design of a trial that measures the combined effect of digital health and community health worker support on glucose self-monitoring and glycosylated hemoglobin. METHODS The study population was uninsured or publicly insured; lived in high-poverty, urban neighborhoods; and had poorly controlled diabetes mellitus with insulin dependence. The study consisted of three arms: usual diabetes care; digital health self-monitoring; or combined digital health and community health worker support. The primary outcome was adherence to blood glucose self-monitoring. The exploratory outcome was change in glycosylated hemoglobin. CONCLUSION The design of this trial was grounded in social justice and community engagement. The study protocols were designed in collaboration with frontline community health workers, the study aim was explicit about furthering knowledge useful for advancing health equity, and the population was focused on low-income people. This trial will advance knowledge of whether combining digital health and community health worker interventions can improve glucose self-monitoring and diabetes-related outcomes in a high-risk population.
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Affiliation(s)
- Rory Harte
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Lindsey Norton
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Christina Whitehouse
- Villanova University M. Louise Fitzpatrick College of Nursing, Villanova, PA, USA
| | - Ilona Lorincz
- Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Denerale Jones
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Norma Gerald
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Irene Estrada
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Carolyn Sabini
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
| | - Nandita Mitra
- Department of Biostatistics and Epidemiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Judith A. Long
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Joseph Cappella
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA
| | - Karen Glanz
- Perelman School of Medicine and School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Kevin G. Volpp
- Penn Center for Health Incentives and Behavioral Economics, Departments of Medical Ethics and Health Policy and Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Shreya Kangovi
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Community Health Workers, Penn Medicine, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
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Xu L, Li J, Zhang X, Pang Y, Yu T, Lian X, Yu T, Zhu L, Tong Q, Li F. Mobile health-based gamification intervention to increase physical activity participation among patients with coronary heart disease: study protocol of a randomised controlled trial. BMJ Open 2022; 12:e054623. [PMID: 35105640 PMCID: PMC8808393 DOI: 10.1136/bmjopen-2021-054623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Despite proven benefits, physical activity participation remains low in patients with coronary heart disease (CHD). Scientific evidence suggests that mobile health (mHealth)-based gamification interventions could increase physical activity levels. However, several systematic reviews demonstrated that most gamification intervention designs do not appropriately leverage theories from health behaviour models, and empirical evidence on the efficacy of such interventions among patients with CHD is still emerging. This study embeds the principles of behavioural economics into a gamification intervention based on a smartphone app (WeChat applet) to explore whether a mHealth-based gamification intervention can improve participation in physical activity and other related physical and psychological outcomes in patients with CHD. METHODS We propose a single-blinded three-arm randomised controlled trial with 108 patients with CHD, who will be randomly divided into three groups (Control group: WeChat applet+step goal setting; Individual group: WeChat applet+step goal setting+gamification; Team group: WeChat applet+step goal setting+gamification+collaboration). The interventions will last for 12 weeks and follow-up for 12 weeks. All patients will receive only WeChat applet-based step goal setting in the follow-up period. The primary outcome is physical activity participation, which includes a change in daily steps and self-reported physical activity from the baseline to 12 and 24 weeks, and the proportion of patient-days that step goals achieved in 12 and 24 weeks. The secondary outcomes include biomedical and lifestyle-related risk factors, intrinsic motivation, enjoyment, competence, autonomy and relatedness, social support and mental health and patients' satisfaction, perceptions and intervention experience. ETHICS AND DISSEMINATION The Human Research Ethics Committee of the School of Nursing, Jilin University (HREC 2020122401) approved this. The results will be published in peer-reviewed journals and presented at conferences. TRIAL REGISTRATION NUMBER ChiCTR2100044879; Pre-results.
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Affiliation(s)
- Linqi Xu
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Jinwei Li
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Xin Zhang
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Yue Pang
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Tianzhuo Yu
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Xiaoqian Lian
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Tianyue Yu
- School of Nursing, Jilin University, Changchun, Jilin, China
| | - Lanyu Zhu
- School of Nursing, Jilin University, Changchun, Jilin, China
- School of Nursing, Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Qian Tong
- Department of Cardiology, Bethune First Hospital Of Jilin University, Changchun, Jilin, China
| | - Feng Li
- School of Nursing, Jilin University, Changchun, Jilin, China
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Ihm SH, Kim KI, Lee KJ, Won JW, Na JO, Rha SW, Kim HL, Kim SH, Shin J. Interventions for Adherence Improvement in the Primary Prevention of Cardiovascular Diseases: Expert Consensus Statement. Korean Circ J 2022; 52:1-33. [PMID: 34989192 PMCID: PMC8738714 DOI: 10.4070/kcj.2021.0226] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/05/2021] [Accepted: 11/10/2021] [Indexed: 01/01/2023] Open
Abstract
Over the last 2 decades, the management of chronic disease in Korea has been improved, but it has gradually stagnated. In order to improve care and reduce cardiovascular morbidity and mortality, it is crucial to improve primary prevention of cardiovascular diseases. In recent international guidelines for hypertension, diabetes, hyperlipidemia, obesity, and other conditions, adherence issues have become more frequently addressed. However, in terms of implementation in practice, separate approaches by dozens of related academic specialties need to be integrated into a systematic approach including clinician’s perspectives such as the science behind adherence, clinical skills, and interaction within team approach. In primary prevention for cardiovascular diseases, there are significant barriers to adherence including freedom from symptoms, long latency for therapeutic benefits, life-long duration of treatment, and need for combined lifestyle changes. However, to implement more systematic approaches, the focus on adherence improvement needs to be shifted away from patient factors to the effects of the treatment team and healthcare system. In addition to conventional educational approaches, more patient-oriented approaches such as patient-centered clinical communication skills, counseling using motivational strategies, decision-making by patient empowerment, and a multi-disciplinary team approach should be developed and implemented. Patients should be involved in a program of self-monitoring, self-management, and active counseling. Because most effective interventions on adherence improvement demand greater resources, the health care system and educational or training system of physicians and healthcare staff need to be supported for systematic improvement.
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Affiliation(s)
- Sang Hyun Ihm
- Division of Cardiology, Department of Internal Medicine and Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kwang-Il Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | | | | | - Jin Oh Na
- Cardiovascular Center, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Seung-Woon Rha
- Cardiovascular Center, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Hack-Lyoung Kim
- Division of Cardiology, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Sang-Hyun Kim
- Division of Cardiology, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Jinho Shin
- Division of Cardiology, Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea.
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Lee C, Chung KM. A Pilot Study for Testing the Effectiveness and Cost-Efficiency of Lottery Incentive in mHealth App that Promotes Walking. INQUIRY: THE JOURNAL OF HEALTH CARE ORGANIZATION, PROVISION, AND FINANCING 2022; 59:469580221091398. [PMID: 35621321 PMCID: PMC9150245 DOI: 10.1177/00469580221091398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
This is a pilot study that investigated differences in effectiveness, maintenance of effectiveness, cost-efficiency, satisfaction, and usability of a lottery incentive via mobile devices to promote walking, depending on the chance of winning the lottery, the amount of the prize, and gender. Sixty-six college students (male = 26) were randomly assigned to 3 groups: 10% chance of a big prize (10% + B), 50% chance of a medium prize (50% + M), and 100% chance of a small prize (100% + S). Step counts were collected through mobile devices before and after the intervention, as well as at the 2-month follow-up. The results showed significant increases in the step counts among males after the intervention in the 10% + B and the 50% + M groups, and females in the 100% + S group. Only males in the 50% + M group exhibited maintenance in effectiveness during follow-up. With regard to cost-efficiency, the 10% + B and the 50% + M male groups, which showed significant differences in effectiveness, were compared, and no significant difference was found. With regard to intervention satisfaction, satisfaction of the 10% + B group was lower than that of the 100% + S group. There were no significant interactions or main effects regarding the usability of the intervention. The results suggest that a lottery incentive is effective only for men to promote walking when a medium size prize is given with a 50% of chance of winning the lottery.
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Affiliation(s)
- Changseok Lee
- Department of Psychology, Yonsei University, Seoul, South Korea
| | - Kyong-Mee Chung
- Department of Psychology, Yonsei University, Seoul, South Korea
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Chen Y, Harris S, Rogers Y, Ahmad T, Asselbergs FW. OUP accepted manuscript. Eur Heart J 2022; 43:1296-1306. [PMID: 35139182 PMCID: PMC8971005 DOI: 10.1093/eurheartj/ehac030] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 01/11/2022] [Accepted: 01/17/2022] [Indexed: 12/15/2022] Open
Abstract
The increasing volume and richness of healthcare data collected during routine clinical
practice have not yet translated into significant numbers of actionable insights that have
systematically improved patient outcomes. An evidence-practice gap continues to exist in
healthcare. We contest that this gap can be reduced by assessing the use of nudge theory
as part of clinical decision support systems (CDSS). Deploying nudges to modify clinician
behaviour and improve adherence to guideline-directed therapy represents an underused tool
in bridging the evidence-practice gap. In conjunction with electronic health records
(EHRs) and newer devices including artificial intelligence algorithms that are
increasingly integrated within learning health systems, nudges such as CDSS alerts should
be iteratively tested for all stakeholders involved in health decision-making: clinicians,
researchers, and patients alike. Not only could they improve the implementation of known
evidence, but the true value of nudging could lie in areas where traditional randomized
controlled trials are lacking, and where clinical equipoise and variation dominate. The
opportunity to test CDSS nudge alerts and their ability to standardize behaviour in the
face of uncertainty may generate novel insights and improve patient outcomes in areas of
clinical practice currently without a robust evidence base.
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Affiliation(s)
- Yang Chen
- Institute of Health Informatics, University College London,
222 Euston Road, London NW1 2DA, UK
- Clinical Research Informatics Unit, University College London Hospitals NHS
Healthcare Trust, London, UK
- Barts Heart Centre, St Bartholomew’s Hospital, London,
UK
| | - Steve Harris
- Institute of Health Informatics, University College London,
222 Euston Road, London NW1 2DA, UK
| | - Yvonne Rogers
- UCL Interaction Centre, University College London, London,
UK
| | - Tariq Ahmad
- Section of Cardiovascular Medicine, School of Medicine, Yale
University, New Haven, CT, USA
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KAMADA MASAMITSU, HAYASHI HANA, SHIBA KOICHIRO, TAGURI MASATAKA, KONDO NAOKI, LEE IMIN, KAWACHI ICHIRO. Large-Scale Fandom-based Gamification Intervention to Increase Physical Activity: A Quasi-experimental Study. Med Sci Sports Exerc 2022; 54:181-188. [PMID: 34366420 PMCID: PMC8677610 DOI: 10.1249/mss.0000000000002770] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Gamification, the use of game design elements in nongame contexts, in combination with insights from behavioral economics, has been applied increasingly to behavior change interventions. However, little is known about the effectiveness or scalability of this approach, especially in the long term. We tested a large-scale smartphone-based intervention to encourage physical activity among Japanese baseball fans using gamification techniques that leveraged fandom and interteam competition inherent in sports. METHODS A quasi-experimental study was conducted among fans of the Japanese Pacific League. The app, Pa-League Walk, included gamification elements, such as competition between opposing teams' fans based on total daily step counts on game days (>60,000 free downloads since March 2016). We analyzed daily steps of 20,052 app users, supplemented by online survey data of 274 users and 613 matched controls. Difference-in-differences estimators evaluated change in daily steps before and after app installation in users versus matched controls. RESULTS Users' daily steps increased by 574 (95% confidence interval, 83-1064) steps 3 months after installation, compared with controls. The increase was maintained for up to 9 months (559 (99-1018) more steps per day vs baseline), attenuating over a longer follow-up. Positive effect modification was found by high-frequency of the app use (P < 0.001) but not by other covariables (P ≥ 0.14) such as education or income. Days with 10,000-step achievement increased from 24.4% to 27.5% after the additional introduction of incentives (digital player photographs; P < 0.001). CONCLUSIONS Using existing fandom and solidarity, the gamification app increased physical activity at scale among baseball fans, including people with lower socioeconomic status underrepresented in traditional health programs.
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Affiliation(s)
- MASAMITSU KAMADA
- Department of Health Education and Health Sociology, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, JAPAN
| | - HANA HAYASHI
- Department of Health Education and Health Sociology, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, JAPAN
- Down to Earth, Inc., Katori City, Chiba, JAPAN
| | - KOICHIRO SHIBA
- Department of Health Education and Health Sociology, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, JAPAN
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA
| | - MASATAKA TAGURI
- Department of Data Science, Yokohama City University School of Data Science, Yokohama City, Kanagawa, JAPAN
| | - NAOKI KONDO
- Department of Social Epidemiology and Global Health, Graduate School of Medicine and School of Public Health, Kyoto University, Kyoto City, Kyoto, JAPAN
| | - I-MIN LEE
- Division of Preventive Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - ICHIRO KAWACHI
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA
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Krukowski R, Johnson B, Kim H, Sen S, Homsi R. A Pragmatic Intervention Using Financial Incentives for Pregnancy Weight Management: Feasibility Randomized Controlled Trial. JMIR Form Res 2021; 5:e30578. [PMID: 34951594 PMCID: PMC8742213 DOI: 10.2196/30578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/29/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Excessive gestational weight gain (GWG) is common and can result in maternal and child health complications. Pragmatic behavioral interventions that can be incorporated into standard obstetric care are needed, and financial incentives are a promising approach. OBJECTIVE The aim of this study is to evaluate the feasibility of recruitment, randomization, and retention, as well as treatment engagement and intervention satisfaction, in a behavioral program. The program provided small incentives for meeting behavioral goals of self-weighing and physical activity as well as larger outcome incentives for meeting GWG goals. METHODS We recruited 40 adult women in their first trimester of pregnancy from February 2019 to September 2019 at an obstetric clinic. Participants were randomized to 3 intervention components using a 2×2×2 factorial design: daily incentives for self-weighing (lottery vs certain loss), incentives for adhering to the Institute of Medicine's GWG guidelines based on BMI category (monthly vs overall), and incentives for reaching physical activity goals (yes vs no). Participants were asked to complete daily weigh-ins using the Withings Body wireless scale provided by the study, as well as wear a physical activity tracker (Fitbit Flex 2). Feasibility outcomes of recruitment, randomization, and retention, as well as treatment engagement and intervention satisfaction, were assessed. Weight assessments were conducted at baseline, 32-week gestation, and 36-week gestation. RESULTS Participants were enrolled at, on average, 9.6 (SD 1.8) weeks' gestation. Of the 39 participants who were oriented to their condition and received the intervention, 24 (62%) were Black or African American, 30 (77%) were not married, and 29 (74%) had an annual household income of less than US $50,000. Of the 39 participants, 35 (90%) completed the follow-up data collection visit. Participants were generally quite positive about the intervention components, with a particular emphasis on the helpfulness of, and the enjoyment of using, the e-scale in both the quantitative and qualitative feedback. Participants who received the loss incentive, on average, had 2.86 times as many days of self-weighing as those who received the lottery incentive. Participants had a relatively low level of activity, with no difference between those who received a physical activity incentive and those who did not. CONCLUSIONS A financial incentive-based pragmatic intervention was feasible and acceptable for pregnant women for promoting self-weighing, physical activity, and healthy GWG. Participants were successfully recruited early in their first trimester of pregnancy and retained for follow-up data collection in the third trimester. Participants demonstrated promising engagement in self-weighing, particularly with loss-based incentives, and reported finding the self-weighing especially helpful. This study supports further investigation of pragmatic, clinic-based financial incentive-based interventions for healthy GWG behaviors. TRIAL REGISTRATION ClinicalTrials.gov NCT03834194; https://clinicaltrials.gov/ct2/show/NCT03834194.
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Affiliation(s)
- Rebecca Krukowski
- Department of Preventive Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States.,Department of Public Health Science, University of Virginia, Charlottesville, VA, United States
| | - Brandi Johnson
- Department of Preventive Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Hyeonju Kim
- Department of Preventive Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Saunak Sen
- Department of Preventive Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Riad Homsi
- Just For Women Obstetric Clinic, Memphis, TN, United States
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Predicting changes in glycemic control among adults with prediabetes from activity patterns collected by wearable devices. NPJ Digit Med 2021; 4:172. [PMID: 34934140 PMCID: PMC8692591 DOI: 10.1038/s41746-021-00541-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 11/28/2021] [Indexed: 11/24/2022] Open
Abstract
The use of wearables is increasing and data from these devices could improve the prediction of changes in glycemic control. We conducted a randomized trial with adults with prediabetes who were given either a waist-worn or wrist-worn wearable to track activity patterns. We collected baseline information on demographics, medical history, and laboratory testing. We tested three models that predicted changes in hemoglobin A1c that were continuous, improved glycemic control by 5% or worsened glycemic control by 5%. Consistently in all three models, prediction improved when (a) machine learning was used vs. traditional regression, with ensemble methods performing the best; (b) baseline information with wearable data was used vs. baseline information alone; and (c) wrist-worn wearables were used vs. waist-worn wearables. These findings indicate that models can accurately identify changes in glycemic control among prediabetic adults, and this could be used to better allocate resources and target interventions to prevent progression to diabetes.
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Vajravelu ME, Arslanian S. Mobile Health and Telehealth Interventions to Increase Physical Activity in Adolescents with Obesity: a Promising Approach to Engaging a Hard-to-Reach Population. Curr Obes Rep 2021; 10:444-452. [PMID: 34596867 PMCID: PMC8485573 DOI: 10.1007/s13679-021-00456-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/19/2021] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Adolescence represents a critical time to set habits for long-term health, yet adequate rates of physical activity are uncommon in this age group. Mobile technology use, however, is ubiquitous. We review advantages and challenges posed by mobile health (mHealth) and telehealth-based physical activity interventions aimed at adolescents. RECENT FINDINGS Mobile Health (mHealth) and telehealth interventions to increase physical activity in adolescents include use of wearable activity trackers, text messages or apps, and video visits with exercise specialists. Definitions and goals for physical activity differ across interventions, and methods of activity measurement also vary. User engagement is often poor, if tracked at all. No identified studies included use of behavioral economics-informed engagement strategies. Intervention designers must plan for ways to maximize engagement and to reliably measure the intended outcome. Although mHealth and telehealth interventions have advantages such as scalability and acceptability, potential pitfalls must be addressed before widespread implementation.
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Affiliation(s)
- Mary Ellen Vajravelu
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, 4401 Penn Ave, Faculty Pavilion, 6th Floor, PA, 15224, Pittsburgh, USA.
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Silva Arslanian
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, 4401 Penn Ave, Faculty Pavilion, 6th Floor, PA, 15224, Pittsburgh, USA
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Association between behavioral phenotypes and sustained use of smartphones and wearable devices to remotely monitor physical activity. Sci Rep 2021; 11:21501. [PMID: 34728746 PMCID: PMC8563736 DOI: 10.1038/s41598-021-01021-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 10/20/2021] [Indexed: 12/02/2022] Open
Abstract
Smartphones and wearable devices can be used to remotely monitor health behaviors, but little is known about how individual characteristics influence sustained use of these devices. Leveraging data on baseline activity levels and demographic, behavioral, and psychosocial traits, we used latent class analysis to identify behavioral phenotypes among participants randomized to track physical activity using a smartphone or wearable device for 6 months following hospital discharge. Four phenotypes were identified: (1) more agreeable and conscientious; (2) more active, social, and motivated; (3) more risk-taking and less supported; and (4) less active, social, and risk-taking. We found that duration and consistency of device use differed by phenotype for wearables, but not smartphones. Additionally, "at-risk" phenotypes 3 and 4 were more likely to discontinue use of a wearable device than a smartphone, while activity monitoring in phenotypes 1 and 2 did not differ by device type. These findings could help to better target remote-monitoring interventions for hospitalized patients.
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Abstract
PURPOSE OF REVIEW Behavioral economics represents a promising set of principles to inform the design of health-promoting interventions. Techniques from the field have the potential to increase quality of cardiovascular care given suboptimal rates of guideline-directed care delivery and patient adherence to optimal health behaviors across the spectrum of cardiovascular care delivery. RECENT FINDINGS Cardiovascular health-promoting interventions have demonstrated success in using a wide array of principles from behavioral economics, including loss framing, social norms, and gamification. Such approaches are becoming increasingly sophisticated and focused on clinical cardiovascular outcomes in addition to health behaviors as a primary endpoint. Many approaches can be used to improve patient decisions remotely, which is particularly useful given the shift to virtual care in the context of the COVID-19 pandemic. Numerous applications for behavioral economics exist in the cardiovascular care delivery space, though more work is needed before we will have a full understanding of ways to best leverage such applications in each clinical context.
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Patel MS, Bachireddy C, Small DS, Harrison JD, Harrington TO, Oon AL, Rareshide CAL, Snider CK, Volpp KG. Effect of Goal-Setting Approaches Within a Gamification Intervention to Increase Physical Activity Among Economically Disadvantaged Adults at Elevated Risk for Major Adverse Cardiovascular Events: The ENGAGE Randomized Clinical Trial. JAMA Cardiol 2021; 6:1387-1396. [PMID: 34468691 DOI: 10.1001/jamacardio.2021.3176] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Importance Health promotion efforts commonly communicate goals for healthy behavior, but the best way to design goal setting among high-risk patients has not been well examined. Objective To test the effectiveness of different ways to set and implement goals within a behaviorally designed gamification intervention to increase physical activity. Design, Setting, and Participants Evaluation of the Novel Use of Gamification With Alternative Goal-setting Experiences was conducted from January 15, 2019, to June 1, 2020. The 24-week randomized clinical trial included a remotely monitored 8-week introductory intervention period, 8-week maintenance intervention period, and 8-week follow-up period. A total of 500 adults from lower-income neighborhoods in and around Philadelphia, Pennsylvania, who had either an atherosclerotic cardiovascular disease (ASCVD) condition or a 10-year ASCVD risk score greater than or equal to 7.5% were enrolled. Participants were paid for enrolling in and completing the trial. Interventions All participants used a wearable device to track daily steps, established a baseline level, and were then randomly assigned to an attention control or 1 of 4 gamification interventions that varied only on how daily step goals were set (self-chosen or assigned) and implemented (immediately or gradually). Main Outcome Measures The primary outcome was change in mean daily steps from baseline to the 8-week maintenance intervention period. Other outcomes included changes in minutes of moderate to vigorous physical activity. All randomly assigned participants were included in the intention-to-treat analysis. Results Of the 500 participants, 331 individuals (66.2%) were Black, 114 were White (22.8%), and 348 were women (69.6%). Mean (SD) age was 58.5 (10.8) years and body mass index was 33.2 (7.8). A total of 215 participants (43.0%) had an ASCVD condition. Compared with the control arm, participants with self-chosen and immediate goals had significant increases in the number of daily steps during the maintenance intervention period (1384; 95% CI, 805-1963; P < .001) that were sustained during the 8-week follow-up (1391; 95% CI, 785-1998; P < .001). This group also had significant increases in daily minutes of moderate to vigorous physical activity during the maintenance intervention (4.1; 95% CI, 1.8-6.4; P < .001) that were sustained during follow-up (3.5; 95% CI, 1.1-5.8; P = .004). No other gamification arms had consistent increases in physical activity compared with the control arm. No major adverse events were reported. Conclusions and Relevance In this trial among economically disadvantaged adults at elevated risk for major adverse cardiovascular events, a gamification intervention led to increases in physical activity that were sustained during 8 weeks of follow-up when goals were self-chosen and implemented immediately. Trial Registration ClinicalTrials.gov Identifier: NCT03749473.
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Affiliation(s)
- Mitesh S Patel
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.,The Wharton School, University of Pennsylvania, Philadelphia.,Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia.,Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia.,Crescenz Veterans Affairs Medical Center, Philadelphia.,Now with Ascension Health, St Louis, Missouri
| | - Chethan Bachireddy
- Virginia Department of Medical Assistance Services, Richmond.,Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond
| | - Dylan S Small
- The Wharton School, University of Pennsylvania, Philadelphia.,Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia.,Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia.,Crescenz Veterans Affairs Medical Center, Philadelphia
| | | | | | - Ai Leen Oon
- Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia
| | | | | | - Kevin G Volpp
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.,The Wharton School, University of Pennsylvania, Philadelphia.,Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia.,Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia.,Crescenz Veterans Affairs Medical Center, Philadelphia
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Mehta SJ, Reitz C, Niewood T, Volpp KG, Asch DA. Effect of Behavioral Economic Incentives for Colorectal Cancer Screening in a Randomized Trial. Clin Gastroenterol Hepatol 2021; 19:1635-1641.e1. [PMID: 32623005 PMCID: PMC7775888 DOI: 10.1016/j.cgh.2020.06.047] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 06/15/2020] [Accepted: 06/21/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Financial incentives might increase participation in prevention such as screening colonoscopy. We studied whether incentives informed by behavioral economics increase participation in risk assessment for colorectal cancer (CRC) and completion of colonoscopy for eligible adults. METHODS Employees of a large academic health system (50-64 y old; n = 1977) were randomly assigned to groups that underwent risk assessment for CRC screening and direct access colonoscopy scheduling (control), or risk assessment, direct access colonoscopy scheduling, a $10 loss-framed incentive to complete risk assessment, and a $25 unconditional incentive for colonoscopy completion (incentive). The primary outcome was the percentage of participants who completed screening colonoscopy within 3 months of initial outreach. Secondary outcomes included the percentage of participants who scheduled colonoscopy and the percentage who completed the risk assessment. RESULTS At 3 months, risk assessment was completed by 19.5% of participants in the control group (95% CI, 17.0-21.9%) and 31.9% of participants in the incentive group (95% CI, 29.0-34.8%) (P < .001). At 3 months, 0.7% of controls had completed a colonoscopy (95% CI, .2%-1.2%) compared with 1.2% of subjects in the incentive group (95% CI, .5%-1.9%) (P = .25). CONCLUSIONS In a randomized trial of participants who underwent risk assessment for CRC with vs without financial incentive, the financial incentive increased CRC risk assessment completion but did not result in a greater completion of screening colonoscopy. Clinicaltrials.gov no: NCT03068052.
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Affiliation(s)
- Shivan J. Mehta
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania,Center for Health Care Innovation, University of Pennsylvania,Center for Health Incentives and Behavioral Economics, University of Pennsylvania
| | - Catherine Reitz
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania,Center for Health Care Innovation, University of Pennsylvania,Center for Health Incentives and Behavioral Economics, University of Pennsylvania
| | - Tess Niewood
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania
| | - Kevin G. Volpp
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania,Center for Health Care Innovation, University of Pennsylvania,Center for Health Incentives and Behavioral Economics, University of Pennsylvania,Center for Health Equity Research and Promotion, Philadelphia VA Medical Center
| | - David A. Asch
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania,Center for Health Care Innovation, University of Pennsylvania,Center for Health Incentives and Behavioral Economics, University of Pennsylvania,Center for Health Equity Research and Promotion, Philadelphia VA Medical Center
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Agarwal AK, Waddell KJ, Small DS, Evans C, Harrington TO, Djaraher R, Oon AL, Patel MS. Effect of Gamification With and Without Financial Incentives to Increase Physical Activity Among Veterans Classified as Having Obesity or Overweight: A Randomized Clinical Trial. JAMA Netw Open 2021; 4:e2116256. [PMID: 34241628 PMCID: PMC8271358 DOI: 10.1001/jamanetworkopen.2021.16256] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
IMPORTANCE Gamification is increasingly being used for health promotion but has not been well tested with financial incentives or among veterans. OBJECTIVE To test the effectiveness of gamification with social support, with and without a loss-framed financial incentive, to increase physical activity among veterans classified as having overweight and obesity. DESIGN, SETTING, AND PARTICIPANTS This 3-group randomized clinical trial had a 12-week intervention period and an 8-week follow-up period. Participants included veterans with a body mass index greater than or equal to 25 who were receiving care from a single site in Philadelphia, Pennsylvania. Participants underwent a remotely monitored intervention from March 19, 2019, to August 9, 2020. Data analyses were conducted between October 1, 2020, and November 14, 2020. INTERVENTIONS All participants received a wearable device to track step counts and selected a step goal. The control group received feedback from their devices only. Participants in the 2 gamification groups were entered into a 12-week game with points and levels designed using behavioral economic principles and selected a support partner to receive weekly updates. Participants in the loss-framed financial incentive group had $120 allocated to a virtual account and lost $10 if weekly goals were not achieved. MAIN OUTCOMES AND MEASURES The primary outcome was the change in mean daily steps from baseline during the intervention. Secondary outcomes include proportion of days goals were achieved and changes during follow-up. RESULTS A total of 180 participants were randomized, 60 to the gamification with social support group, 60 to the gamification with social support and loss-framed financial incentives group, and 60 to the control group. The participants had a mean (SD) age of 56.5 (12.9) years and a mean (SD) body mass index of 33.0 (5.6); 71 participants (39.4%) were women, 90 (50.0%) were White, and 67 (37.2%) were Black. During the intervention period, compared with control group participants, participants in the gamification with financial incentives group had a significant increase in mean daily steps from baseline (adjusted difference, 1224 steps; 95% CI, 451 to 1996 steps; P = .005), but participants in the gamification without financial incentives group did not (adjusted difference, 433 steps; 95% CI, -337 to 1203 steps; P = .81). The increase for the gamification with financial incentives group was not sustained during the follow-up period, and the step count was not significantly different than that of the control group (adjusted difference, 564 steps; 95% CI, -261 to 1389 steps; P = .37). Compared with the control group, participants in the intervention groups had a significantly higher adjusted proportion of days meeting their step goal during the main intervention and follow-up period (gamification with social support group, adjusted difference from control, 0.21 participant-day; 95% CI, 0.18-0.24 participant-day; P < .001; gamification with social support and loss-framed financial incentive group, adjusted difference from control, 0.34 participant-day; 95% CI, 0.31-0.37 participant-day; P < .001). CONCLUSIONS AND RELEVANCE Among veterans classified as having overweight and obesity, gamification with social support combined with loss-framed financial incentives was associated with a modest increase in physical activity during the intervention period, but the increase was not sustained during follow-up. Gamification without incentives did not significantly change physical activity. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT03563027.
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Affiliation(s)
- Anish K. Agarwal
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
| | - Kimberly J. Waddell
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
- Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Dylan S. Small
- Statistics Department,The Wharton School, The University of Pennsylvania, Philadelphia
| | - Chalanda Evans
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
| | - Tory O. Harrington
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
| | - Rachel Djaraher
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
| | - Ai Leen Oon
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
| | - Mitesh S. Patel
- Department of Emergency Medicine, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia
- The Penn Medicine Nudge Unit, The University of Pennsylvania, Philadelphia
- Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Health Care Management Department, The Wharton School, The University of Pennsylvania, Philadelphia
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Strother M, Koepsell K, Song L, Faerber J, Bernard J, Malkowicz SB, Guzzo T, Tasian G. Financial incentives and wearable activity monitors to increase ambulation after cystectomy: A randomized controlled trial. Urol Oncol 2021; 39:434.e31-434.e38. [PMID: 33308975 PMCID: PMC8184881 DOI: 10.1016/j.urolonc.2020.11.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/05/2020] [Accepted: 11/22/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Financial incentive programs are effective in increasing physical activity for overweight, ambulatory adults. We sought to determine the potential effect size and direction of financial incentives on ambulation after radical cystectomy. MATERIALS AND METHODS We performed a pilot randomized controlled trial of daily financial incentives to meet postoperative step goals among adults with Eastern Cooperative Oncology Group performance status ≤2 who underwent radical cystectomy for bladder cancer at a single center. Step counts were measured over a 3- to 14-day preoperative period and 30-day postoperative period using a wearable activity monitor. Postoperative daily step goals of 10%, 25%, 40%, and 55% of mean preoperative daily step counts were set for postoperative weeks 1 through 4, respectively. The primary outcome was the number of postoperative days on which the step goals were met. Secondary outcomes included the number of daily postoperative steps taken and the length of stay. Participants randomized to the intervention arm received $1.50 for every day the goal was met with a 20% chance of a $100 reward if the step goal was met on >75% of the first 30 postoperative days. Questionnaires assessing self-reported physical activity, disability, and social support were administered preoperatively at 30 days postoperatively. RESULTS Thirty-three patients were analyzed, 11 in the control and 22 in the intervention arms. There were no statistically significant differences between incentive and control arms for the primary outcome (4.5/30 days vs. 9/30 days, P = 0.53). Results after adjusting for differences in baseline characteristics were similar (RR 1.00, 95% CI 0.24-4.19, P = 1.00). There were also no differences in average daily postoperative steps (median 979 vs. 1191, 95% CI -810 to 1,400, P = 0.59), length of stay (7.5 vs. 7, 95% CI -2.7 to 5.1, P = 0.56), or self-reported measures of disability, activity, and social support. CONCLUSIONS While this trial was a pilot study and not powered to detect a difference between groups, there was no suggestion of any clinically important impact of this financial incentive on postoperative ambulation. While a fully-powered trial is feasible, given the small range of plausible benefit, such a trial would be unlikely to influence clinical practice.
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Affiliation(s)
- Marshall Strother
- Division of Urologic Oncology, Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, PA.
| | - Kristen Koepsell
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Lihai Song
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Jennifer Faerber
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joshua Bernard
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - S Bruce Malkowicz
- Division of Urology, Department of Surgery, University of Pennsylvania, Philadelphia, PA
| | - Thomas Guzzo
- Division of Urology, Department of Surgery, University of Pennsylvania, Philadelphia, PA
| | - Gregory Tasian
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA; Division of Urology, Department of Surgery, University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA
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Beshears J, Lee HN, Milkman KL, Mislavsky R, Wisdom J. Creating Exercise Habits Using Incentives: The Tradeoff between Flexibility and Routinization. MANAGEMENT SCIENCE 2021; 67:3985-4642. [PMID: 35001975 PMCID: PMC8734590 DOI: 10.1287/mnsc.2020.3706] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Habits involve regular, cue-triggered routines. In a field experiment, we tested whether incentivizing exercise routines-paying participants each time they visit the gym within a planned, daily two-hour window-leads to more persistent exercise than offering flexible incentives-paying participants each day they visit the gym, regardless of timing. Routine incentives generated fewer gym visits than flexible incentives, both during our intervention and after incentives were removed. Even among sub-groups that were experimentally induced to exercise at similar rates during our intervention, recipients of routine incentives exhibited a larger decrease in exercise after the intervention than recipients of flexible incentives.
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Waddell KJ, Patel MS, Clark K, Harrington TO, Greysen SR. Leveraging insights from behavioral economics to improve mobility for adults with stroke: Design and rationale of the BE Mobile clinical trial. Contemp Clin Trials 2021; 107:106483. [PMID: 34129953 DOI: 10.1016/j.cct.2021.106483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 06/06/2021] [Accepted: 06/10/2021] [Indexed: 11/29/2022]
Abstract
Physical inactivity post-stroke can negatively impact long-term health outcomes and contribute to cardiovascular deconditioning, muscle loss, and increased risk for recurrent stroke. The limited number of interventions designed to improve daily physical activity post-stroke have lacked precision in step goals, are resource intensive, and difficult to scale. The purpose of the Leveraging Insights from Behavioral Economics to Improve Mobility for Adults with Stroke (BE Mobile) trial is to examine the preliminary effectiveness of a novel gamification with social incentives intervention for improving physical activity post-stroke. This trial includes adults who have experienced an ischemic or hemorrhagic stroke ≥3 months prior to the time of recruitment who are randomized to a control or gamification arm. All participants receive a Fitbit Inspire 2 wearable device to quantify daily steps and complete a 2-week baseline run-in period followed by an 8-week intervention period. All participants select a daily step goal and the gamification arm is enrolled in a game with loss-framed points and levels to help participants achieve their daily step goal. Participants in the gamification arm also select a support partner who receives weekly updates on their progress in the game. The primary outcome is change in daily steps from baseline during the intervention period. The secondary outcome is difference in the proportion of days participants achieved their daily step goal. Results from this trial will inform future, larger studies that leverage insights from behavioral economics to help improve daily physical activity post-stroke. Trial registration: NCT #04607811.
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Affiliation(s)
- Kimberly J Waddell
- Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia, PA, USA; Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA.
| | - Mitesh S Patel
- Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; The Wharton School, University of Pennsylvania, Philadelphia, PA, USA; The LDI Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA, USA; Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
| | - Kayla Clark
- Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia, PA, USA
| | - Tory O Harrington
- Penn Medicine Nudge Unit, University of Pennsylvania, Philadelphia, PA, USA
| | - S Ryan Greysen
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Kim H, Lee C, Lee S, Chung KM. Effect of Group Contingency Type on Walking: Comparisons of Effectiveness and Cost Efficiency. Front Psychol 2021; 12:655663. [PMID: 34122239 PMCID: PMC8195251 DOI: 10.3389/fpsyg.2021.655663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 04/21/2021] [Indexed: 11/13/2022] Open
Abstract
Group contingency (GC) is an effective and cost-efficient strategy that can be successfully applied to technology-based interventions. This study examined the relative effectiveness and cost efficiency of three types of technology-based group contingencies on walking among adults. Seventy two students were divided into teams of three. Each team was randomly assigned to one of three GC conditions (independent, interdependent, or dependent) and underwent 66 days of technology-based group contingency intervention. Sixty five participants completed the intervention and 61 completed the follow-up assessment 2 months later. Step counts and self-reported walking activity increased after the intervention under all three conditions. The proportion of participants that met the target step counts was significantly higher under the dependent group contingency condition. However, 2 months later, intervention effects were not maintained under any condition. For cost efficiency, the increase in step count per point was significantly higher under the interdependent group contingency condition. Group cohesion and social validity (point satisfaction and point utility) were significantly higher under the dependent group contingency condition. Finally, the clinical implications and limitations of this study are discussed.
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Affiliation(s)
- Heewon Kim
- Department of Psychology, Yonsei University, Seoul, South Korea
| | - Changseok Lee
- Department of Psychology, Yonsei University, Seoul, South Korea
| | - Seoi Lee
- Department of Psychology, Yonsei University, Seoul, South Korea
| | - Kyong-Mee Chung
- Department of Psychology, Yonsei University, Seoul, South Korea
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