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Bittner B, Munoz FJ, Odonoghue J, Ordonez JM, Schmidt J, Schmitt K, Stassen K. Disease-Agnostic Electronic Adherence Aid for Subcutaneous at-Home and Self-Administration Devices-The Lowest Common Denominator Based on a Cross-Indication Survey. ACS Pharmacol Transl Sci 2024; 7:1310-1319. [PMID: 38751643 PMCID: PMC11091979 DOI: 10.1021/acsptsci.3c00377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/26/2024] [Accepted: 01/29/2024] [Indexed: 05/18/2024]
Abstract
The value of connected devices and health apps with features such as adherence trackers, dosing reminders, and remote communication tools for users and healthcare providers has been assessed to support home-based subcutaneous administration. A comprehensive survey was conducted with 605 participants, including users and caregivers, from eight countries. Medical conditions encompassed ankylosing spondylitis, asthma, cerebral palsy, cluster headaches, Crohn's disease, hemophilia, lupus, migraine, multiple sclerosis, Parkinson's disease, plaque psoriasis, psoriatic arthritis, rheumatoid arthritis, spasticity, spondyloarthritis, and ulcerative colitis. Utilizing a maximum difference scaling methodology, the survey gauged participant preferences regarding specific attributes and features of connected drug delivery devices. Irrespective of demographic factors like age, gender, nationality, or the specific medical condition, the device's ability to verify a successful injection stood out as universally valued. The second and third most valued attributes pertained to temperature-related indicators or warnings. These features do not necessitate the use of a connected device and can be integrated into existing autoinjector platforms. The survey findings support the development of a universal adherence tool for at-home subcutaneous dosing, independent of a specific medical condition. This tool may be gradually improved with disease-specific features. Once established as a platform, manufacturers can launch any subcutaneous medication and later integrate real-world evidence for enhanced educational, treatment, and diagnostic capabilities. This approach is crucial for advancing connected adherence tools in decentralized healthcare, aligning with user and healthcare system needs while translating scientific innovation into practical solutions.
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Affiliation(s)
- Beate Bittner
- Global
Product Strategy, Product Optimization, F. Hoffmann-La Roche Ltd., Basel 4070, Switzerland
| | - Francisco Javier Munoz
- Global
Product Strategy, Product Optimization, F. Hoffmann-La Roche Ltd., Basel 4070, Switzerland
| | | | - Jose Manuel Ordonez
- Product
Development Clinical Operations, F. Hoffmann-La
Roche Ltd., Madrid 28042, Spain
| | - Johannes Schmidt
- Global
Product Strategy, Product Optimization, F. Hoffmann-La Roche Ltd., Basel 4070, Switzerland
| | | | - Katja Stassen
- Product
Development Medical Affairs, F. Hoffmann-La
Roche Ltd., Basel 4070, Switzerland
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Peasah SK, Liu Y, Krohe S, Campbell V, Lee C, Mathur A, Stevenson H, Manolis C, Good CB. Assessing the impact of a financial incentive and refill reminder program on medication adherence and costs. J Manag Care Spec Pharm 2024; 30:43-51. [PMID: 38153862 PMCID: PMC10776251 DOI: 10.18553/jmcp.2024.30.1.43] [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: 12/30/2023]
Abstract
BACKGROUND Improving medication adherence remains an important goal to improve therapeutic outcomes and lower health care costs. Point-of-sale prescription costs and forgetfulness remain top reasons why patients do not adhere to medications. Programs using both text message-based reminders and financial incentives may encourage patients to refill their prescriptions on time by reducing copays through discounts at the point of sale. Sempre Health, the subject of our analysis, provides both text message refill reminders and a dynamic discount incentive program to improve medication adherence. OBJECTIVE To evaluate the impact of a financial incentive/refill reminder program on medication adherence and total cost of care for patients taking the antithrombotic agents ticagrelor, apixaban, or rivaroxaban in a large regional health plan. METHODS After propensity-score matching on demographics, socioeconomic status, baseline copay, prior pharmacy/medical spend, and morbidity, we compared-using a difference-in-differences analytic approach-adherence (measured by proportion of days covered), unplanned health care utilization, and costs (total cost of care, medical, and pharmacy cost) of health plan members who did and did not enroll in the financial incentive/refill reminder program between February 1, 2019, and October 31, 2021, over 1 and 2 years. Because of differences in patient characteristics, we analyzed patients on ticagrelor (the antiplatelet group), apixaban, and rivaroxaban (the anticoagulant group) separately. RESULTS There were a total of 1,292 one-to-one program and control propensity-matched patients: 166 each for the antiplatelet group and 480 each for the anticoagulant group. The average age of the anticoagulant group was 62 years; more than 60% were male, and approximately 45% had no prior unplanned care events. In contrast, the average age of the antiplatelet group was 57 years; more than 70% were male, and approximately 21% had no prior unplanned care events. In the antiplatelet group, the proportions adherent (proportion of days covered ≥80%) were 63.3% vs 42.8% (P = 0.0002) for program vs controls. Similarly, in the anticoagulant group, the proportion adherent was 77.9% vs 60.2% (P < 0.0001) for program vs controls. Reflecting improved adherence, costs of apixaban and rivaroxaban increased by $79 per member per month (PMPM) (P < 0.0001), with no statistically significant differences in other costs. Similarly, the cost of ticagrelor increased by $77 PMPM (P = 0.0102) with no statistically significant differences in other costs. Finally, there was a 16% (P = 0.032) reduction in emergency department use for those in the program. CONCLUSIONS The financial incentive and refill reminder program was associated with improved adherence to antithrombotic medications, reduced emergency department use, and increased medication costs, but not in total pharmacy, medical, or total cost of care in both subgroups.
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Affiliation(s)
- Samuel K. Peasah
- UPMC Health Plan, Center for Value-based Pharmacy Initiatives, Pittsburgh, PA
| | - Yushi Liu
- UPMC Health Plan, Division of Health Economics, Pittsburgh, PA
| | - Shannon Krohe
- UPMC Health Plan, Administration and Operations, Pittsburgh, PA
| | - Vanessa Campbell
- UPMC Health Plan, Department of Pharmacy Services, Pittsburgh, PA
| | | | | | - Heidi Stevenson
- UPMC Health Plan, Division of Health Economics, Pittsburgh, PA
| | - Chronis Manolis
- UPMC Health Plan, Department of Pharmacy Services, Pittsburgh, PA
| | - Chester B. Good
- UPMC Health Plan, Center for Value-based Pharmacy Initiatives, Pittsburgh, PA
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Keyser HHD, Brinton JT, Bothwell S, Camacho M, Kempe A, Szefler SJ. Encouraging adherence in adolescents with asthma using financial incentives: An RCT. Pediatr Pulmonol 2023; 58:2823-2831. [PMID: 37449768 PMCID: PMC10538420 DOI: 10.1002/ppul.26594] [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: 05/24/2022] [Revised: 06/12/2023] [Accepted: 06/30/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Medication adherence in adolescents remains a significant management challenge and innovative strategies are needed to improve medication adherence. Financial incentives have been used to improve outcomes for health behaviors among adults, but have not been well-studied among adolescents. The objective of this study was to test if a modest financial incentive improved medication adherence in adolescents with asthma compared with a control group. METHODS Participants were randomized to either control (electronic medication monitoring [EMM] with App reminders/feedback for 4 months) or intervention (EMM + $1 per day for perfect medication adherence for 3 months [maximum $84] followed by 1 month of EMM only). A repeated measures mixed model, with a first order autoregressive correlation structure between errors, was used to test the null hypothesis for an interaction of treatment group and week. RESULTS Fifty-two participants were enrolled, and 48 completed primary analysis. Mean adherence rates declined in both groups over time, and there was no significant difference in the change in adherence rates between the groups (F-statistic = 0.72, ndf = 15, ddf = 625, p = 0.76). Adherence rates (during the 12 weeks when incentives were given) declined from 80% to 64% in the control group, and from 90% to 58% in the incentive group. There was no significant change in the slope of decline in the incentives group in the month following payment discontinuation. CONCLUSION A modest financial incentive did not lead to significantly different medication adherence rates in adolescents with asthma who were receiving a monitoring and reminder intervention. Further study is needed to determine viable interventions to optimize medication use in this group.
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Affiliation(s)
- Heather H De Keyser
- Breathing Institute, Children's Hospital Colorado, Los Angeles, California, USA
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus and The Childrens Hospital, Aurora, Colorado, USA
| | - John T Brinton
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Samantha Bothwell
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Megan Camacho
- Breathing Institute, Children's Hospital Colorado, Los Angeles, California, USA
| | - Allison Kempe
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus and The Childrens Hospital, Aurora, Colorado, USA
| | - Stanley J Szefler
- Breathing Institute, Children's Hospital Colorado, Los Angeles, California, USA
- Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus and The Childrens Hospital, Aurora, Colorado, USA
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Hospital MM, Contreras-Pérez ME, Alessi SM, Langwerden RJ, Morris SL, Wagner EF. Mindfulness as an early intervention for hazardous alcohol use among non-treatment seeking Latine emerging adults: A mini-review. Addict Behav 2023; 145:107759. [PMID: 37276788 DOI: 10.1016/j.addbeh.2023.107759] [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: 12/05/2022] [Revised: 05/17/2023] [Accepted: 05/24/2023] [Indexed: 06/07/2023]
Abstract
The age cohort referred to as emerging adults (ages 18-29 years old) demonstrates the most hazardous alcohol use in the United States (U.S.) Approximately one-third of emerging adults regularly engage in heavy episodic drinking (4/5 drinks in two hours females/males). Compared to their non-Latine White peers, Latine emerging adults in the U.S. report lower rates of heavy episodic drinking (HED) yet are at greater risk of developing a substance use disorder and experience more severe negative consequences from drinking alcohol. Despite their high-risk status, Latine emerging adults are less likely to seek treatment and have less access to innovative health-promoting resources, further exacerbating health inequities. Research has shown that practicing mindfulness can interrupt habituated cognitions, intrusive thinking, and automatic behaviors associated with hazardous drinking. However, Latine representation in MBI trials is minimal. This mini-review explores the potential value of mindfulness as an early intervention for hazardous alcohol use among Latine emerging adults. The review provides future directions for research, highlighting the need to design culturally and developmentally tailored MBIs that can provide a respectful, non-judgmental, and discrimination-free environment that appeals to Latine emerging adults. Additionally, conclusions are drawn regarding the possible benefits of pairing MBI with contingency management strategies to decrease attrition rates in MBI trials.
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Affiliation(s)
- Michelle M Hospital
- Community-Based Research Institute, Florida International University, Miami, FL 33199, USA; Research Center in a Minority Institution, Florida International University, Miami, FL 33199, USA; Department of Biostatistics, Florida International University, Miami, FL 33199, USA.
| | - María Eugenia Contreras-Pérez
- Community-Based Research Institute, Florida International University, Miami, FL 33199, USA; Research Center in a Minority Institution, Florida International University, Miami, FL 33199, USA; School of Social Work, Florida International University, Miami, FL 33199, USA.
| | - Sheila M Alessi
- Department of Medicine and the Calhoun Cardiology Center - Behavioral Health Division, University of Connecticut School of Medicine, Farmington, CT 06030-3944, USA.
| | - Robbert J Langwerden
- Community-Based Research Institute, Florida International University, Miami, FL 33199, USA; Research Center in a Minority Institution, Florida International University, Miami, FL 33199, USA.
| | - Staci Leon Morris
- Community-Based Research Institute, Florida International University, Miami, FL 33199, USA; Research Center in a Minority Institution, Florida International University, Miami, FL 33199, USA; School of Social Work, Florida International University, Miami, FL 33199, USA.
| | - Eric F Wagner
- Community-Based Research Institute, Florida International University, Miami, FL 33199, USA; Research Center in a Minority Institution, Florida International University, Miami, FL 33199, USA; School of Social Work, Florida International University, Miami, FL 33199, USA.
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DeFulio A, Brown HD, Davidson RM, Regnier SD, Kang N, Ehart M. Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone-Based Contingency Management Intervention for Buprenorphine Adherence. Behav Anal Pract 2023; 16:450-458. [PMID: 37187840 PMCID: PMC10170006 DOI: 10.1007/s40617-022-00730-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2022] [Indexed: 10/17/2022] Open
Abstract
Buprenorphine is an important medication for treating opioid use disorder, but medication adherence and treatment retention are key issues that can limit its impact, especially when patients have concurrent stimulant use. Contingency management is efficacious in promoting medication adherence and drug abstinence. Delivering contingency management via smartphones addresses practical barriers to its adoption and improves patient access. A single-group (n = 20) nonexperimental study was conducted to evaluate the feasibility of smartphone-based contingency management to promote adherence to buprenorphine treatment in people with opioid use disorder. Participants were recruited from outpatient treatment clinics. Over 12 weeks participants had access to a smartphone app that provided contingency management supported with peer recovery coaching. Adherence was confirmed daily either by GPS monitoring of clinic medication visits or self-recorded video, and salivary toxicology was conducted weekly. The overall rate of confirmed buprenorphine adherence was 76%, and visual inspection of individual participant outcomes shows consistent medication use for a large majority of participants. All participants were able to successfully use all app features and spend earnings. Participants rated the app and intervention highly on measures of likability, ease of use, and helpfulness. All participants (100%) were retained in buprenorphine treatment throughout the study period. Direct methods for confirming adherence appear superior to confirmation via salivary toxicology. This study shows that smartphone-based contingency management is a feasible means of promoting buprenorphine adherence. The potential efficacy of smartphone-based contingency management as a means of promoting buprenorphine adherence warrants evaluation in a randomized controlled trial.
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Affiliation(s)
- Anthony DeFulio
- Department of Psychology, Western Michigan University, 1903 West Michigan Avenue, Mail Stop 5439, Kalamazoo, MI 49008 USA
| | - Hayley D. Brown
- Department of Psychology, Western Michigan University, 1903 West Michigan Avenue, Mail Stop 5439, Kalamazoo, MI 49008 USA
| | - Rosemarie M. Davidson
- Department of Psychology, Western Michigan University, 1903 West Michigan Avenue, Mail Stop 5439, Kalamazoo, MI 49008 USA
| | - Sean D. Regnier
- Department of Psychology, Western Michigan University, 1903 West Michigan Avenue, Mail Stop 5439, Kalamazoo, MI 49008 USA
- Present Address: College of Medicine, University of Kentucky, Lexington, KY USA
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Regnier SD, DeFulio A. Implications of epidemic-pandemic convergence for routine care adoption of contingency management: A case study. Exp Clin Psychopharmacol 2023; 31:295-299. [PMID: 35482630 PMCID: PMC10128617 DOI: 10.1037/pha0000569] [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] [Indexed: 11/08/2022]
Abstract
The significant increase in opioid-related drug overdoses during the coronavirus disease (COVID-19) pandemic has put an unprecedented burden on hospital emergency departments, who saw as high as an approximate 150% increase in emergency department (ED) admission rates in the initial months of the pandemic. Although overdose is a clear sign of problem drug use, only a small proportion of nonfatal overdose patients enroll in treatment within 30 days of their overdose. To bridge the gap between opioid overdoses and treatment entry, a smartphone-smart debit card contingency management program was developed to promote entry into medication-assisted treatment by out-of-treatment opioid users who have recently received care in a hospital emergency department. The case study described in this article highlights a successful implementation of this intervention despite numerous disruptions related to COVID-19 that would have made engagement difficult without the remote access to contingency management provided by this technology. Patient status over time is presented in conjunction with contingency management earnings. Technology-based contingency management may provide improved scalability, rigorous outcomes metrics, and lower costs than prior onsite, manual contingency management (CM) approaches. The COVID-19 pandemic, in combination with the opioid epidemic has created a context in which historical obstacles to the adoption of contingency management may be overcome. This case study demonstrates the potential utility of smartphone-based contingency management when in-person care is difficult to access or disrupted. The requirement for further research demonstrating the efficacy of these approaches is discussed. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Sean D. Regnier
- Department of Psychology, Western Michigan University, 1903 W Michigan Ave, Kalamazoo, MI 49008
- Present Address: Department of Behavioral Science, University of Kentucky College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building, Lexington, KY 40536-0086, U.S.A
| | - Anthony DeFulio
- Department of Psychology, Western Michigan University, 1903 W Michigan Ave, Kalamazoo, MI 49008
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Vallis M, Jin S, Klimek-Abercrombie A, Bunko A, Kukaswadia A, Neish CS, Ivers NM. Understanding strategies to improve medication adherence among persons with type 2 diabetes: A scoping review. Diabet Med 2023; 40:e14941. [PMID: 35996880 DOI: 10.1111/dme.14941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/10/2022] [Accepted: 08/19/2022] [Indexed: 11/29/2022]
Abstract
AIMS The objectives of this scoping review were to: (1) identify the target audience and contexts in which strategies to improve type 2 diabetes mellitus (T2DM) medication adherence have been used, (2) provide an overview of behaviour change techniques (BCTs) used, (3) describe the determinants of behaviour targeted by strategies and (4) to identify current gaps in strategies. METHODS A systemic search for articles related to T2DM, medication adherence and strategies was conducted in EMBASE, Ovid MEDLINE and Epub Ahead of Print, In-Process & Other Non-Indexed Citations and Daily using the OvidSP platform on 11 March 2021. All publications involving strategies to overcome medication non-adherence among adults with T2DM were included. Strategies were categorized according to the BCT taxonomy and the determinants of behaviour targeted by each strategy were classified by using the Theoretical Domains Framework (TDF). RESULTS The search identified 58 articles and 61 strategies. The BCT categories Antecedents and Natural consequences and BCTs Feedback on outcome(s) of behaviour, Adding objects to the environment and Information about health consequences were identified most frequently as components of strategies resulting in statistically significant improvement in medication adherence. Strategies targeting the TDF domains Reinforcement and Beliefs about Consequences most often resulted in statistically significant improvements in adherence measures. CONCLUSIONS The findings from this review identify BCTs and targeted behaviours with demonstrated success. Further exploration of the myriad of BCTs and the corresponding determinants of behaviour which were not accessed may be warranted for the development of future strategies to improve medication adherence in type 2 diabetes.
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Affiliation(s)
- Michael Vallis
- Family Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | | | | | - Andrean Bunko
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Atif Kukaswadia
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Calum S Neish
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Noah M Ivers
- Department of Family Medicine, Women's College Hospital and University of Toronto, Toronto, Ontario, Canada
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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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Erath TG, DiGennaro Reed FD. Technology-based contingency management for walking to prevent prolonged periods of workday sitting. J Appl Behav Anal 2022; 55:746-762. [PMID: 35388466 DOI: 10.1002/jaba.917] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 02/15/2022] [Accepted: 02/15/2022] [Indexed: 11/05/2022]
Abstract
Sedentary behavior is an emerging public health issue. Frequent, brief bouts of walking are recommended by experts to reduce the health risks correlated with physical inactivity and prolonged sedentary periods. The purpose of the current study was to extend the literature by evaluating a remote, technology-based contingency management (CM) intervention that reinforced frequent, brief bouts of walking to decrease prolonged periods of sitting during the workday. A packaged intervention consisting of a contingency contract, monetary incentives, goal setting, textual prompts, and performance feedback was implemented with individuals with sedentary job responsibilities working from home during the COVID-19 pandemic. The intervention increased the number of physically active intervals to mastery for 4 participants, thereby disrupting prolonged periods of sedentary time. For 2 participants, the intervention did not meaningfully increase the number of physically active intervals. Results suggest that a remote, digital CM intervention can decrease sedentary behavior in home office environments.
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Affiliation(s)
- Tyler G Erath
- Department of Applied Behavioral Science, University of Kansas
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Yeung K, Ulloa E. Incentivizing Prescription Drug Switching to Reduce Patient and Health Plan Spending: A Microsimulation Model. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:427-434. [PMID: 35227455 DOI: 10.1016/j.jval.2021.08.012] [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: 04/08/2021] [Revised: 07/16/2021] [Accepted: 08/18/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Most spending for prescription drugs is on branded drugs that do not have direct generic equivalents but many of these drugs do have therapeutic alternatives within class. We estimate the potential savings from providing patients a financial incentive to switch from a higher cost drug to a lower cost, therapeutic alternative drug. METHODS We used individual state-transition microsimulations to model medication use and spending with and without financial incentives over a 12-month time horizon with a healthcare sector perspective. Costs and utilization inputs were from individuals on branded insulins or multiple sclerosis drugs enrolled in a regional mixed-model health maintenance organization. Base-case model used a one-time financial incentive of $83 and $250 offered to patients on higher cost insulin and multiple sclerosis treatments, respectively, to switch to lower cost drugs within class. RESULTS Savings per individual offered an incentive in the insulin and multiple sclerosis classes were, respectively, $84 (95% CI $46-$122) and $2,127 (95% CI $267-$3,987). Varying the incentive size and switch probability resulted in maximum savings of $712 at elasticity of 0.2 and incentive size $250 for the insulin drug class. For the multiple sclerosis drug class, maximum savings of $5945 was at elasticity of 0.2 and incentive size of $1000. Short time horizon makes our savings estimates conservative. CONCLUSIONS If programs such as financial incentives could encourage even a small proportion of patients to switch among drugs within therapeutic class, then substantial savings could be generated.
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Affiliation(s)
- Kai Yeung
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA; The Comparative Health Outcomes, Policy, and Economics Institute, University of Washington, Seattle, WA, USA; Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
| | - Ernesto Ulloa
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA; Department of Biostatistics, University of Washington, Seattle, WA, USA
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Dissemination of Contingency Management for the Treatment of Opioid Use Disorder. Perspect Behav Sci 2022; 46:35-49. [PMID: 37006603 PMCID: PMC10050478 DOI: 10.1007/s40614-022-00328-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2022] [Indexed: 12/14/2022] Open
Abstract
Contingency management is an intervention for substance use disorders based on operant principles. The evidence base in support of contingency management is massive. It is effective in treating substance use disorder in general and opioid use disorder in particular. Dissemination has remained slow despite the urgency created by the opioid epidemic. Key barriers include a lack of expertise, time, and money. Implementing contingency management with smartphones eliminates the need for special training. It also solves logistical issues and requires little time on the part of clinicians. Thus, remaining barriers relate to cost. Federal anti-kickback regulations complicate solutions to the cost barrier. Other important regulatory challenges related to cost include the lack of billing codes and the difficulty of obtaining FDA approval for digital therapeutics. Even after the cost barrier is overcome, provider adoption is not guaranteed. Incentivizing providers for collaborative care may increase adoption and generate referrals. Recently proposed legislation and governmental policy statements provide optimism regarding the near-term large-scale adoption of contingency management in the treatment of opioid use disorder.
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Fahey CA, Njau PF, Kelly NK, Mfaume RS, Bradshaw PT, Dow WH, McCoy SI. Durability of effects from short-term economic incentives for clinic attendance among HIV positive adults in Tanzania: long-term follow-up of a randomised controlled trial. BMJ Glob Health 2021; 6:bmjgh-2021-007248. [PMID: 34952856 PMCID: PMC8710859 DOI: 10.1136/bmjgh-2021-007248] [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: 08/21/2021] [Accepted: 11/19/2021] [Indexed: 12/24/2022] Open
Abstract
Introduction Conditional economic incentives are shown to promote medication adherence across a range of health conditions and settings; however, any long-term harms or benefits from these time-limited interventions remain largely unevaluated. We assessed 2–3 years outcomes from a 6-month incentive programme in Tanzania that originally improved short-term retention in HIV care and medication possession. Methods We traced former participants in a 2013–2016 trial, which randomised 800 food-insecure adults starting HIV treatment at three clinics to receive either usual care (control) or up to 6 months of cash or food transfers (~US$11/month) contingent on timely attendance at monthly clinic appointments. The primary intention-to-treat analysis estimated 24-month and 36-month marginal risk differences (RD) between incentive and control groups for retention in care and all-cause mortality, using multiple imputation for a minority of missing outcomes. We also estimated mortality HRs from time-stratified Cox regression. Results From 3 March 2018 to 19 September 2019, we determined 36-month retention and mortality statuses for 737 (92%) and 700 (88%) participants, respectively. Overall, approximately 660 (83%) participants were in care at 36 months while 43 (5%) had died. There were no differences between groups in retention at 24 months (86.5% intervention vs 84.4% control, RD 2.1, 95% CI −5.2 to 9.3) or 36 months (83.3% vs 77.8%, RD 5.6, –2.7 to 13.8), nor in mortality at either time point. The intervention group had a lower rate of death during the first 18 months (HR 0.27, 95% CI 0.10 to 0.74); mortality was similar thereafter (HR 1.13, 95% CI 0.33 to 3.79). Conclusion These findings confirm that incentives are a safe and effective tool to promote short-term adherence and potentially avert early deaths at the critical time of HIV treatment initiation. Complementary strategies are recommended to sustain lifelong retention in HIV care. Trial registration number NCT01957917
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Affiliation(s)
- Carolyn A Fahey
- Epidemiology, University of California, Berkeley, California, USA .,Epidemiology, University of Washington, Seattle, Washington, USA
| | - Prosper F Njau
- Ministry of Health, Community Development, Gender, Elderly and Children, Dodoma, Tanzania, United Republic of
| | - Nicole K Kelly
- Epidemiology, University of California, Berkeley, California, USA.,Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Rashid S Mfaume
- Ministry of Health, Community Development, Gender, Elderly and Children, Dodoma, Tanzania, United Republic of
| | | | - William H Dow
- Health Policy and Management, University of California, Berkeley, California, USA
| | - Sandra I McCoy
- Epidemiology, University of California, Berkeley, California, USA
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Culturally Relevant Pedagogy and Applied Behavior Analysis: Addressing Educational Disparities in PK-12 Schools. Behav Anal Pract 2021; 15:1161-1169. [PMID: 34603633 PMCID: PMC8477619 DOI: 10.1007/s40617-021-00655-8] [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] [Accepted: 09/01/2021] [Indexed: 12/15/2022] Open
Abstract
The purpose of this article is to describe the theory of culturally relevant pedagogy (CRP) and its application to PK-12 education for behavior analysts working in schools. CRP is an educational framework that asserts that successful teachers of African American students help their students gain three repertoires: (1) sociopolitical awareness, (2) cultural competence, and (3) academic excellence. The CRP framework was designed to counter the effects that racial bias has on the academic and disciplinary experiences of some students of color. This article suggests that applied behavior analysis and CRP, when used together, may strengthen educators' efforts to reduce the effects of racism that some students of color experience. The authors first explain the tenets of CRP based on the work of Ladson-Billings (1995a, 1995b). Next, points of convergence between ABA and CRP are described. Finally, the authors offer recommendations for behavior analysts to consider when applying CRP in schools through the provision of examples of strategies and tactics derived from the behavioral literature that align with the CRP framework. The framework presented in this article has implications for behavior analysts interested in applying culturally relevant practices to their work as educators.
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14
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Jeminiwa R, Hohmann NS, Hastings TJ, Hansen R, Qian J, Garza KB. Individuals' preference for financial over social incentives for medication adherence. J Am Pharm Assoc (2003) 2021; 62:134-141.e1. [PMID: 34561192 DOI: 10.1016/j.japh.2021.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/26/2021] [Accepted: 09/01/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Patients with chronic conditions continue to face financial and system-related barriers to medication adherence. Pharmacy, provider, and payer-based financial and social incentive-based interventions may reduce these barriers and improve adherence. However, it is unclear how patient demographics and clinical characteristics influence the type of incentives preferred by patients. OBJECTIVES To examine individuals' preference for financial versus social incentives and to explore the association between patient demographic and clinical characteristics with preferences for financial or social incentives. METHODS A cross-sectional survey of a nationally representative sample of patients was conducted with Qualtrics panelists (N = 909). U.S. adults taking at least 1 prescription medication for a chronic condition were included. Survey items elicited participants' demographic characteristics, preference for financial or social incentives, self-reported medication adherence, number of prescribed medications, and number of chronic conditions. Bivariate associations between patient characteristics and incentive preferences were tested using t and chi-square tests. Logistic regression was performed to determine patient characteristics associated with participants' preference for incentives. RESULTS When compared with those who were adherent to medications, individuals who were nonadherent were less likely to prefer financial incentives over social incentives (adjusted odds ratio [OR] 0.55 [95% CI 0.31-0.98]). Patient income, sex, and ethnicity were also associated with preferences for financial incentives. Those earning less than $50,000 per year were less likely to prefer financial incentives compared with social incentives (adjusted OR 0.44 [0.24-0.79]). Females were more likely to prefer financial incentives (adjusted OR 1.98 [1.16-3.37]). Hispanic/Latinos were less likely to prefer financial incentives compared to non-Hispanics/non-Latinos (adjusted OR 0.51 [0.29-0.89]). CONCLUSION Preferences for medication adherence incentives differed on the basis of adherence status and patients' demographic characteristics. Findings have implications for how incentive-based interventions can be structured to target certain patient groups.
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15
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Campbell PJ, Axon DR, Taylor AM, Smith K, Pickering M, Black H, Warholak T, Chinthammit C. Hypertension, cholesterol and diabetes medication adherence, health care utilization and expenditure in a Medicare Supplemental sample. Medicine (Baltimore) 2021; 100:e27143. [PMID: 34477169 PMCID: PMC8416010 DOI: 10.1097/md.0000000000027143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 08/17/2021] [Indexed: 11/25/2022] Open
Abstract
Limited evidence exists regarding the relationships between adherence, as defined in Pharmacy Quality Alliance (PQA) medication adherence measures, health care utilization, and economic outcomes. PQA adherence measures for hypertension, cholesterol, and diabetes are of particular interest given their use in Medicare Star Ratings to evaluate health plan performance.The objective of this study was to assess the relationship between adherence and utilization and cost among Medicare Supplemental beneficiaries included in the aforementioned PQA measures over a 1-year period.Retrospective cohort study.Three cohorts (hypertension, cholesterol, and diabetes) of eligible individuals from the Truven Health MarketScan Commercial Claims and Encounters Research Databases (2009-2015) were used to assess associations between adherence and health care expenditure and utilization for Medicare Supplemental beneficiaries.Generalized linear models with log link and negative binomial (utilization) or gamma (expenditure) distributions assessed relationships between adherence (≥80% proportion of days covered) and health care utilization and expenditure (in 2015 US dollars) while adjusting for confounding variables. Beta coefficients were used to compute cost ratios and rate ratios.Adherence for all 3 disease cohorts was associated with lower outpatient and inpatient visits. During the 1-year study period, adherence was associated with lower outpatient, inpatient, and total expenditures across the cohorts, ranging from 9% lower outpatient costs (diabetes cohort) to 41.9% lower inpatient costs (hypertension cohort). Savings of up to $324.53 per member per month in total expenditure were observed for the hypertension cohort.Our findings indicate adherence is associated with lower health care utilization and expenditures within 1 year.
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Affiliation(s)
| | - David R. Axon
- University of Arizona College of Pharmacy, 1295N Martin Avenue, Tucson, AZ
| | - Ann M. Taylor
- University of Arizona College of Pharmacy, 1295N Martin Avenue, Tucson, AZ
| | - Karen Smith
- Regis University School of Pharmacy, 3333 Regis Boulevard, Denver, CO
| | - Matthew Pickering
- Pharmacy Quality Alliance, Inc., 5911 Kingstowne Village Parkway, Suite 130, Alexandria, VA
| | - Heather Black
- Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ
| | - Terri Warholak
- University of Arizona College of Pharmacy, 1295N Martin Avenue, Tucson, AZ
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16
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Voils CI, Pendergast J, Hale SL, Gierisch JM, Strawbridge EM, Levine E, McVay MA, Reed SD, Yancy WS, Shaw RJ. A randomized feasibility pilot trial of a financial incentives intervention for dietary self-monitoring and weight loss in adults with obesity. Transl Behav Med 2021; 11:954-969. [PMID: 33245118 DOI: 10.1093/tbm/ibaa102] [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] [Indexed: 11/12/2022] Open
Abstract
Financial incentives could be used to improve adherence to behavioral weight loss interventions, increasing their effectiveness. This Phase IIb randomized pilot study evaluated the feasibility and acceptability of a study protocol for providing financial incentives for dietary self-monitoring and/or weight loss. Community-dwelling adults with obesity were enrolled in a 24 week, group-based weight loss program. Participants were randomized in a 2 × 2 factorial design to receive financial incentives for both dietary self-monitoring and weekly weight loss, just one, or neither. Participants could earn up to $300, evolving from fixed weekly payments to intermittent, variable payments. The notice of reward was provided by text message. The study was conducted in three successive cohorts to evaluate study procedure changes, including dietary approach, recruitment and retention strategies, text messaging, and incentives. Descriptive statistics calculated separately for each cohort described study performance relative to predefined targets for recruitment, including minority representation; retention; adherence; and weight loss. Acceptability was assessed via postintervention qualitative interviews. In Cohort 1 (n = 34), a low-carbohydrate diet was used. Recruitment, retention, adherence, and weight loss were adequate, but minority representation was not. For Cohort 2 (n = 31), employing an additional recruitment method and switching to a reduced-calorie diet yielded adequate recruitment, minority representation, retention, and adherence but less weight loss. Returning to a low-carbohydrate diet in Cohort 3 (n = 28) yielded recruitment, minority representation, retention, adherence, and weight loss similar to Cohort 2. Participant feedback informed changes to text message timing and content and incentive amount. Through successive cohorts, we optimized recruitment and retention strategies and text messaging. An adequately powered trial is warranted to evaluate the efficacy of these incentive structures for reducing weight. The trial registration number is NCT02691260.
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Affiliation(s)
- Corrine I Voils
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.,Research Service, William S Middleton Memorial Veterans Hospital, Madison, WI, USA
| | | | - Sarah L Hale
- School of Medicine, Duke University, Durham, NC, USA
| | - Jennifer M Gierisch
- School of Medicine, Duke University, Durham, NC, USA.,Health Services Research & Development, Durham Veterans Affairs Medical Center, Durham, NC, USA
| | | | | | - Megan A McVay
- College of Health and Human Performance, University of Florida, Gainesville, FL, USA
| | - Shelby D Reed
- School of Medicine, Duke University, Durham, NC, USA
| | - William S Yancy
- School of Medicine, Duke University, Durham, NC, USA.,Health Services Research & Development, Durham Veterans Affairs Medical Center, Durham, NC, USA
| | - Ryan J Shaw
- School of Nursing, Duke University, Durham, NC, USA
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17
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Gagnon M, Payne A, Guta A. What are the ethical implications of using prize-based contingency management in substance use? A scoping review. Harm Reduct J 2021; 18:82. [PMID: 34348710 PMCID: PMC8335458 DOI: 10.1186/s12954-021-00529-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 07/25/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The area of substance use is notable for its early uptake of incentives and wealth of research on the topic. This is particularly true for prize-based contingency management (PB-CM), a particular type of incentive that uses a fishbowl prize-draw design. Given that PB-CM interventions are gaining momentum to address the dual public health crises of opiate and stimulant use in North America and beyond, it is imperative that we better understand and critically analyze their implications. PURPOSE The purpose of this scoping review paper is to identify the characteristics of PB-CM interventions for people who use substances and explore ethical implications documented in the literature as well as emerging ethical implications that merit further consideration. METHODS The PRISMA-ScR checklist was used in conjunction with Arksey and O'Malley's methodological framework to guide this scoping review. We completed a two-pronged analysis of 52 research articles retrieved through a comprehensive search across three key scholarly databases. After extracting descriptive data from each article, we used 9 key domains to identify characteristics of the interventions followed by an analysis of ethical implications. RESULTS We analyzed the characteristics of PB-CM interventions which were predominantly quantitative studies aimed at studying the efficacy of PB-CM interventions. All of the interventions used a prize-draw format with a classic magnitude of 50%. Most of the interventions combined both negative and positive direction to reward processes, behaviors, and/or outcomes. One ethical implication was identified in the literature: the risk of gambling relapse. We also found three emerging ethical implications by further analyzing participant characteristics, intervention designs, and potential impact on the patient-provider relationship. These implications include the potential deceptive nature of PB-CM, the emphasis placed on the individual behaviors to the detriment of social and structural determinants of health, and failures to address vulnerability and power dynamics. CONCLUSIONS This scoping review offers important insights into the ethics on PB-CM and its implications for research ethics, clinical ethics, and public health ethics. Additionally, it raises important questions that can inform future research and dialogues to further tease out the ethical issues associated with PB-CM.
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Affiliation(s)
- Marilou Gagnon
- Canadian Institute for Substance Use Research, University of Victoria, 2300 McKenzie Ave, Victoria, BC, V8N 5M8, Canada.
- School of Nursing, University of Victoria, 3800 Finnerty Road, Victoria, BC, V8P 5C2, Canada.
| | - Alayna Payne
- Canadian Institute for Substance Use Research, University of Victoria, 2300 McKenzie Ave, Victoria, BC, V8N 5M8, Canada
| | - Adrian Guta
- School of Social Work, University of Windsor, 167 Ferry Street, Windsor, ON, N9A 0C5, Canada
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18
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Ekwunife OI, Ofomata CJ, Okafor CE, Anetoh MU, Kalu SO, Ele PU, Eleje GU. Cost-effectiveness and feasibility of conditional economic incentives and motivational interviewing to improve HIV health outcomes of adolescents living with HIV in Anambra State, Nigeria. BMC Health Serv Res 2021; 21:685. [PMID: 34247604 PMCID: PMC8272893 DOI: 10.1186/s12913-021-06718-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 06/25/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND In sub-Saharan Africa, there is increasing mortality and morbidity of adolescents due to poor linkage, retention in HIV care and adherence to antiretroviral therapy (ART). This is a result of limited adolescent-centred service delivery interventions. This cost-effectiveness and feasibility study were piggybacked on a cluster-randomized trial that assessed the impact of an adolescent-centred service delivery intervention. The service delivery intervention examined the impact of an incentive scheme consisting of conditional economic incentives and motivational interviewing on the health outcomes of adolescents living with HIV in Nigeria. METHOD A cost-effectiveness analysis from the healthcare provider's perspective was performed to assess the cost per additional patient achieving undetected viral load through the proposed intervention. The cost-effectiveness of the incentive scheme over routine care was estimated using the incremental cost-effectiveness ratio (ICER), expressed as cost/patient who achieved an undetectable viral load. We performed a univariate sensitivity analysis to examine the effect of key parameters on the ICER. An in-depth interview was conducted on the healthcare personnel in the intervention arm to explore the feasibility of implementing the service delivery intervention in HIV treatment hospitals in Nigeria. RESULT The ICER of the Incentive Scheme intervention compared to routine care was US$1419 per additional patient with undetectable viral load. Going by the cost-effectiveness threshold of US$1137 per quality-adjusted life-years suggested by Woods et al., 2016, the intervention was not cost-effective. The sensitivity test showed that the intervention will be cost-effective if the frequency of CD4 count and viral load tests are reduced from quarterly to triannually. Healthcare professionals reported that patients' acceptance of the intervention was very high. CONCLUSION The conditional economic incentives and motivational interviewing was not cost-effective, but can become cost-effective if the frequency of HIV quality of life indicator tests are performed 1-3 times per annum. Patients' acceptance of the intervention was very high. However, healthcare professionals believed that sustaining the intervention may be difficult unless factors such as government commitment and healthcare provider diligence are duly addressed. TRIAL REGISTRATION This trial is registered in the WHO International Clinical Trials Registry through the WHO International Registry Network ( PACTR201806003040425 ).
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Affiliation(s)
| | | | - Charles Ebuka Okafor
- Centre for Applied Health Economics, School of Medicine and Dentistry, Griffith University, Brisbane, Queensland, Australia.
| | - Maureen Ugonwa Anetoh
- Department of Clinical Pharmacy and Pharmacy Management, Nnamdi Azikiwe University, Awka, Nigeria
| | | | - Prince Udegbunam Ele
- Division of Respiratory Medicine, Department of Medicine, Nnamdi Azikiwe University Teaching Hospital, Nnewi, Nigeria
| | - George Uchenna Eleje
- Department of Obstetrics and Gynaecology, Nnamdi Azikiwe University Teaching Hospital, Nnewi, Nigeria
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19
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Hur JD, Lee-Yoon A, Whillans AV. Are they useful? The effects of performance incentives on the prioritization of work versus personal ties. ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES 2021. [DOI: 10.1016/j.obhdp.2021.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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20
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Bilger M, Koong AYL, Phoon IKY, Tan NC, Bahadin J, Bairavi J, Batcagan-Abueg APM, Finkelstein EA. Wireless Home Blood Pressure Monitoring System With Automatic Outcome-Based Feedback and Financial Incentives to Improve Blood Pressure in People With Hypertension: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2021; 10:e27496. [PMID: 34106085 PMCID: PMC8262550 DOI: 10.2196/27496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 03/30/2021] [Accepted: 03/30/2021] [Indexed: 11/17/2022] Open
Abstract
Background Hypertension is prevalent in Singapore and is a major risk factor for cardiovascular morbidity and mortality and increased health care costs. Strategies to lower blood pressure include lifestyle modifications and home blood pressure monitoring. Nonetheless, adherence to home blood pressure monitoring remains low. This protocol details an algorithm for remote management of primary care patients with hypertension. Objective The objective of this study was to determine whether wireless home blood pressure monitoring with or without financial incentives is more effective at reducing systolic blood pressure than nonwireless home blood pressure monitoring (usual care). Methods This study was designed as a randomized controlled open-label superiority study. A sample size of 224 was required to detect differences of 10 mmHg in average systolic blood pressure. Participants were to be randomized, in the ratio of 2:3:3, into 1 of 3 parallel study arms :(1) usual care, (2) wireless home blood pressure monitoring, and (3) wireless home blood pressure monitoring with financial incentives. The primary outcome was the mean change in systolic blood pressure at month 6. The secondary outcomes were the mean reduction in diastolic blood pressure, cost of financial incentives, time taken for the intervention, adherence to home blood pressure monitoring, effectiveness of the framing of financial incentives in decreasing nonadherence to blood pressure self-monitoring and the adherence to antihypertensive medication at month 6. Results This study was approved by SingHealth Centralised Institutional Review Board and registered. Between January 24, 2018 and July 10, 2018, 42 participants (18.75% of the required sample size) were enrolled, and 33 participants completed the month 6 assessment by January 31, 2019. Conclusions Due to unforeseen events, the study was stopped prematurely; therefore, no results are available. Depending on the blood pressure information received from the patients, the algorithm can trigger immediate blood pressure advice (eg, Accident and Emergency department visit advice for extremely high blood pressure), weekly feedback on blood pressure monitoring, medication titration, or skipping of routine follow-ups. The inclusion of financial incentives framed as health capital provides a novel idea on how to promote adherence to remote monitoring, and ultimately, improve chronic disease management. Trial Registration ClinicalTrials.gov NCT 03368417; https://clinicaltrials.gov/ct2/show/NCT03368417 International Registered Report Identifier (IRRID) DERR1-10.2196/27496
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Affiliation(s)
- Marcel Bilger
- Health Economics and Policy, Vienna University of Economics and Business, Vienna, Austria, Austria
| | | | | | | | - Juliana Bahadin
- Saudara Clinic by A+J General Physicians, Singapore, Singapore
| | - Joann Bairavi
- Heath Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | | | - Eric A Finkelstein
- Heath Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore.,Duke Global Health Institute, Duke University, Durham, NC, United States
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21
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Bailey R, English J, Knee C, Keller A. Treatment Adherence in Integrative Medicine-Part One: Review of Literature. Integr Med (Encinitas) 2021; 20:48-60. [PMID: 34373679 PMCID: PMC8325505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Treatment adherence is a topic that is well studied but not well understood. Low treatment adherence is a significant issue that limits the effective management and treatment of chronic conditions, creating significant health care burden, costs, and poor patient outcomes. This report provides a review of the factors that facilitate or create barriers to treatment adherence, as well as strategies recommended to overcome adherence barriers. A total of 25 interviews were conducted with practitioners demonstrating both high (n = 16) and low (n = 9) treatment adherence rates. A total of 185 survey responses were received from high-treatment adherence rate practitioners (n = 21), low-treatment adherence rate practitioners (n = 83), and practitioners that were neither in the high- or low-treatment adherence rate range (n = 81). Practitioner prescribing behaviors and adherence statistics were determined and stratified by high-treatment adherence rate and low-treatment adherence rate practitioners. From the interviews, 78% of low-rate practitioners mentioned that establishing trust is a primary best practice for optimizing adherence, and for high-rate practitioners, 69% thought that facilitating trust was important to optimizing adherence. Both low- and high-adherence rate practitioners prioritized using a staged approach as a strategy to overcome barriers to adherence. From the total survey sample it was found that key strategies to improving adherence included the practice of booking follow-up appointments, using lab results to explain treatment plans, and using a staged approach for treatment plans. Our research sought to elicit strategies and skills that can help improve treatment adherence in integrative medicine and our findings have identified several common practices that can help to improve adherence. Research taking advantage of mobile devices and the internet for adherence has started to expand within the last 10 to 15 years. Technology has the potential to lead the development and establishment of a centralized database that acquires adherence information and provides solutions to its practitioners and patients. Further work to advance the field of integrative medicine through additional research and interventions that support treatment adherence would be valuable to the effective treatment and management of integrative medicine patients.
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22
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Fendrick AM, Brixner D, Rubin DT, Mease P, Liu H, Davis M, Mittal M. Sustained long-term benefits of patient support program participation in immune-mediated diseases: improved medication-taking behavior and lower risk of a hospital visit. J Manag Care Spec Pharm 2021; 27:1086-1095. [PMID: 33843252 PMCID: PMC10394214 DOI: 10.18553/jmcp.2021.20560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Patient support programs (PSPs) improve medication-taking behavior in the first 12 months of treatment for patients with immune-mediated diseases, but it is unknown if these benefits are sustained. As immune-mediated diseases continue to increase in prevalence and economic burden, understanding the potential value of PSPs in helping patients adhere to their long-term treatment plan and avoid costly hospital visits is crucial. Launched nationally in 2015, HUMIRA Complete (a PSP for adalimumab patients) provides an opportunity to study long-term effects of PSP participation, including the impact on medication-taking behavior and hospital visits. OBJECTIVE: To evaluate the sustained relationship between PSP participation, long-term medication-taking behavior, and hospital visits. METHODS: A longitudinal, retrospective matched-cohort study was conducted of patients initiating adalimumab between January 2015 and February 2016 with or without enrolling in the PSP, using patient-level data from the HUMIRA Complete PSP linked with Symphony Health claims. The sample included adult, commercially insured patients diagnosed with an indicated disease who were biologic-naive and had data available for ≥ 6 months before and ≥ 12 months after initiating adalimumab. Adherence (proportion of days covered) and hospital visits were assessed at 12, 24, and 36 months for patients with sufficient follow-up data. Multivariable generalized models estimated differences between cohorts, controlling for baseline characteristics and hospital visits. Duration of persistence and time to a hospital visit were compared using Kaplan-Meier analyses. Hazard ratios were estimated using multivariable Cox proportional hazards models. RESULTS: The matched cohort included 2,268 patients (1,134 per cohort), and patient attrition was similar across cohorts. The PSP cohort consistently demonstrated higher adalimumab adherence than the non-PSP cohort at 12 (64.8% vs. 50.1%, P < 0.0001; 29% greater), 24 (49.4% vs. 38.4%; P < 0.0001; 29% greater), and 36 (39.4% vs. 35.1%; P = 0.02; 12% greater) months. PSP participation was associated with a 30% lower hazard of discontinuation (P < 0.0001), and median duration of persistence was 4.8 months longer for the PSP cohort (13.2 vs. 8.4 months; P < 0.0001). The PSP cohort had lower rates of hospital visits at 12 (30% vs. 37%; P < 0.001; 19% lower), 24 (44% vs. 53%; P = 0.01; 17% lower), and 36 (55% vs. 65%; P < 0.01; 16% lower) months, and PSP participation was associated with a 25% lower hazard of a hospital visit (P < 0.0001). Median time to a hospital visit was 10.8 months longer for the PSP cohort (32.7 vs. 21.9 months; P < 0.0001). Findings were consistent across therapeutic areas: hazard of a hospital visit was 28%, 27%, and 37% lower for rheumatology, gastroenterology, and dermatology patients participating in the PSP (all P < 0.05). CONCLUSIONS: Patients with immune-mediated diseases receiving adalimumab and utilizing this PSP had improved long-term medication-taking behavior and lower risk of hospital visits, demonstrating the potential of PSPs to improve patient outcomes and lower the burden to the health care system. DISCLOSURES: Design, study conduct, and financial support for the study were provided by AbbVie Inc., which participated in the interpretation of data, review, and approval of the manuscript. Fendrick has received personal fees from Merck, AstraZeneca, Trizetto, Amgen, Lilly, AbbVie, Johnson & Johnson, and Sanofi; grants from the National Pharmaceutical Council, PhRMA, the Gary and Mary West Health Foundation, the states of New York and Michigan, the Laura and John Arnold Foundation, the Robert Wood Johnson Foundation, and the Agency for Healthcare Research and Quality; and equity in Zansors, Sempre Health, Wellth, and V-BID Health. Brixner has received consulting fees from AbbVie, Novartis, Xcenda, Elevar Therapeutics, Sanofi, UCB Pharma, and the Millcreek Outcomes Group. Rubin has received consulting fees from AbbVie, Abgenomics, Allergan Inc., Amgen, Celgene Corporation, Forward Pharma, Genentech/Roche, Janssen Pharmaceuticals, Merck & Co., Miraca Life Sciences, Mitsubishi Tanabe Pharma Development America, Napo Pharmaceuticals, Pfizer, Salix Pharmaceuticals Inc., Samsung Bioepis, Sandoz Pharmaceuticals, Shire, Takeda, and Target Pharmaceuticals; and research support from AbbVie, Genentech/Roche, Janssen Pharmaceuticals, Prometheus Laboratories, Shire, Takeda, and UCB Pharma. Mease has received grant/research support from AbbVie, Amgen, BMS, Celgene, Janssen, Lilly, Merck, Novartis, Pfizer, SUN Pharma, and UCB; consulting fees from AbbVie, Amgen, BMS, Boehringer Ingelheim, Celgene, Galapagos, Genentech, Gilead, GlaxoSmithKline, Janssen, Lilly, Novartis, Pfizer, SUN Pharma, and UCB; and has served on the speakers bureau for AbbVie, Amgen, Celgene, Janssen, Lilly, Novartis, Pfizer, and UCB. Liu has no financial conflict of interest. Davis is an employee of Medicus Economics, which received payment from AbbVie to participate in this research. Mittal is an employee and stockholder of AbbVie. This study used a cohort of patients previously described in Brixner D, Rubin DT, Mease P, et al. Patient support program increased medication adherence with lower total health care costs despite increased drug spending. J Manag Care Spec Pharm. 2019 Jul;25(7):770-79 (doi: 10.18553/jmcp.2019.18443). As such, the sample selection and select baseline characteristics and 12-month outcomes have been published previously; however, the hospital visit outcomes and the longer-term medication-taking behavior outcomes have not been previously published or presented.
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Affiliation(s)
| | - Diana Brixner
- University of Utah College of Pharmacy, Salt Lake City
| | - David T Rubin
- University of Chicago Medicine Inflammatory Bowel Disease Center, Chicago, IL
| | - Philip Mease
- Swedish Medical Center/Providence St. Joseph Health and University of Washington School of Medicine, Seattle, WA
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Egede LE, Walker RJ, Dismuke-Greer CE, Pyzyk S, Dawson AZ, Williams JS, Campbell JA. Cost-effectiveness of financial incentives to improve glycemic control in adults with diabetes: A pilot randomized controlled trial. PLoS One 2021; 16:e0248762. [PMID: 33735275 PMCID: PMC7971847 DOI: 10.1371/journal.pone.0248762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 03/02/2021] [Indexed: 01/22/2023] Open
Abstract
Purpose Determine the cost-effectiveness of three financial incentive structures in obtaining a 1% within group drop in HbA1c among adults with diabetes. Methods 60 African Americans with type 2 diabetes were randomized to one of three financial incentive structures and followed for 3-months. Group 1 (low frequency) received a single incentive for absolute HbA1c reduction, Group 2 (moderate frequency) received a two-part incentive for home testing of glucose and absolute HbA1c reduction and Group 3 (high frequency) received a multiple component incentive for home testing, attendance of weekly telephone education classes and absolute HbA1c reduction. The primary clinical outcome was HbA1c reduction within each arm at 3-months. Cost for each arm was calculated based on the cost of the intervention, cost of health care visits during the 3-month time frame, and cost of workdays missed from illness. Incremental cost effectiveness ratios (ICER) were calculated based on achieving a 1% within group drop in HbA1c and were bootstrapped with 1,000 replications. Results The ICER to decrease HbA1c by 1% was $1,100 for all three arms, however, bootstrapped standard errors differed with Group 1 having twice the variation around the ICER coefficient as Groups 2 and 3. ICERs were statistically significant for Groups 2 and 3 (p<0.001) indicating they are cost effective interventions. Conclusions Given ICERs of prior diabetes interventions range from $1,000-$4,000, a cost of $1,100 per 1% within group decrease in HbA1c is a promising intervention. Multi-component incentive structures seem to have the least variation in cost-effectiveness.
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Affiliation(s)
- Leonard E. Egede
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- * E-mail:
| | - Rebekah J. Walker
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Clara E. Dismuke-Greer
- Health Economics Resource Center (HERC), Palo Alto VA Health Care System, Palo Alto, California, United States of America
| | - Sarah Pyzyk
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Aprill Z. Dawson
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Joni S. Williams
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Jennifer A. Campbell
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
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Svikis DS, Kelpin SS, Keyser-Marcus L, Bishop DL, Parlier-Ahmad AB, Jones H, Villalobos G, Varner SB, Lanni SM, Karjane NW, Cathers LA, Langhorst DM, Masho SW. Increasing Prenatal Care Compliance in At-Risk Black Women: Findings from a RCT of Patient Navigation and Behavioral Incentives. J Racial Ethn Health Disparities 2021; 9:630-640. [PMID: 33620714 DOI: 10.1007/s40615-021-00995-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 01/28/2021] [Accepted: 02/08/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND In the USA, infant mortality remains a major public health concern, particularly for Black women and their infants who continue to experience disproportionately high mortality rates. Prenatal care is a key determinant of infant health, with inadequate prenatal care increasing risk for prematurity, stillbirth, neonatal loss, and infant death. The aim of the present study was to determine if concurrent delivery of patient navigation and behavioral incentives to at-risk Black pregnant women could improve prenatal care attendance and associated maternal and infant outcomes. METHODS Participants were 150 Black pregnant women recruited at first prenatal visit and screening at risk for adverse maternal and infant outcomes. Women were randomized to either the patient navigation + behavioral incentives intervention (PNBI) or assessment + standard care control (ASC) group. All were followed throughout pregnancy and 12-week postpartum. Group comparisons were made using intention-to-treat and per-protocol sensitivity analyses. RESULTS While no group differences were found in prenatal care visits, the average number of visits for both groups (9.3 for PNBI and 8.9 for ASC) approached the American College of Obstetricians and Gynecologists (ACOG) recommended guidelines. There were also no group differences in maternal and infant outcomes. Both intention-to-treat and per-protocol sensitivity analyses, however, consistently found PNBI women attended more postpartum visits than ASC controls (p = 0.002). CONCLUSIONS Given ACOG's redefining of the postpartum period as the fourth trimester, study findings suggest PNBI may facilitate prevention and intervention efforts to more successfully reduce health disparities in outcomes for both mother and infant.
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Affiliation(s)
- Dace S Svikis
- Department of Psychology and Institute for Women's Health, Virginia Commonwealth University, 806 W Franklin St, Richmond, VA, 23284, USA.
| | - Sydney S Kelpin
- Department of Psychology and Institute for Women's Health, Virginia Commonwealth University, 806 W Franklin St, Richmond, VA, 23284, USA
| | - Lori Keyser-Marcus
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Diane L Bishop
- Department of Family Medicine and Population Health, Division of Epidemiology, Virginia Commonwealth University, Richmond, VA, USA
| | - Anna Beth Parlier-Ahmad
- Department of Psychology and Institute for Women's Health, Virginia Commonwealth University, 806 W Franklin St, Richmond, VA, 23284, USA
| | - Heather Jones
- Department of Psychology and Institute for Women's Health, Virginia Commonwealth University, 806 W Franklin St, Richmond, VA, 23284, USA
| | - Gabriela Villalobos
- Department of Family Medicine and Population Health, Division of Epidemiology, Virginia Commonwealth University, Richmond, VA, USA
| | - Sara B Varner
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Susan M Lanni
- Department of Obstetrics and Gynecology, Virginia Commonwealth University, Richmond, VA, USA
| | - Nicole W Karjane
- Department of Obstetrics and Gynecology, Virginia Commonwealth University, Richmond, VA, USA
| | - Lauretta A Cathers
- Department of Health-Related Sciences, Virginia Commonwealth University, Richmond, VA, USA
| | - Diane M Langhorst
- School of Social Work, Virginia Commonwealth University, Richmond, VA, USA
| | - Saba W Masho
- Institute for Women's Health, Virginia Commonwealth University, Richmond, VA, USA
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Faggion CM, Listl S, Smits KPJ. Meta-research publications in dentistry: a review. Eur J Oral Sci 2021; 129:e12748. [PMID: 33533130 DOI: 10.1111/eos.12748] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 10/20/2020] [Accepted: 10/28/2020] [Indexed: 12/18/2022]
Abstract
The present scoping review has the objective of providing an overview of meta-research in dentistry. A search of the PubMed database was performed for the period 11 October 2014 to 10 October 2019. Study selection and data extraction were performed independently by one author; prior to this, a random sample of 10% of the retrieved titles and abstracts were independently screened by two authors, achieving agreement of >80% on eligibility for initial inclusion, corresponding to good agreement. The following information was extracted from the full text of each article: meta-research area of interest; study design; type of studies evaluated in the meta-research; type of methodology used in assessment of the primary research; conflicts of interest reported; sponsorships reported; dental discipline; journal of publication; country of the first author; number of citations; and impact factor. A total of 7800 documents were initially retrieved. After analysis of the title/abstract and the full text of each article, and a snowballing procedure, 155 meta-research studies were identified and included. The 'methods' and 'reporting' meta-research areas were the most prevalent, with 73 (47%) and 61 (40%) studies, respectively. General dentistry, and orthodontics and dentofacial orthopaedics were the dental specialties with the greatest number/proportion of included studies with 45 (29%) and 28 (18%) studies, respectively. These findings may help to prioritize future meta-research in dentistry, consequently avoiding unnessecary investigations, and increasing the value of oral and dental research.
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Affiliation(s)
- Clovis M Faggion
- Department of Periodontology and Operative Dentistry, Faculty of Dentistry, University Hospital Münster, Münster, Germany
| | - Stefan Listl
- Department of Dentistry - Quality and Safety of Oral Healthcare, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands.,Section for Translational Health Economics, Department of Conservative Dentistry, Heidelberg University, Heidelberg, Germany
| | - Kirsten P J Smits
- Department of Dentistry - Quality and Safety of Oral Healthcare, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
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Egede LE, Campbell JA, Walker RJ, Dawson AZ, Williams JS. Financial incentives to improve glycemic control in African American adults with type 2 diabetes: a pilot randomized controlled trial. BMC Health Serv Res 2021; 21:57. [PMID: 33435969 PMCID: PMC7803385 DOI: 10.1186/s12913-020-06029-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 12/17/2020] [Indexed: 11/24/2022] Open
Abstract
Background Financial incentives is emerging as a viable strategy for improving clinical outcomes for adults with type 2 diabetes. However, there is limited data on optimal structure for financial incentives and whether financial incentives are effective in African Americans with type 2 diabetes. This pilot study evaluated impact of three financial incentive structures on glycemic control in this population. Methods Sixty adults with type 2 diabetes were randomized to one of three financial incentive structures: 1) single incentive (Group 1) at 3 months for Hemoglobin A1c (HbA1c) reduction, 2) two-part equal incentive (Group 2) for home testing of glucose and HbA1c reduction at 3 months, and 3) three-part equal incentive (Group 3) for home testing, attendance of weekly telephone education classes and HbA1c reduction at 3 months. The primary outcome was HbA1c reduction within each group at 3 months post-randomization. Paired t-tests were used to test differences between baseline and 3-month HbA1c within each group. Results The mean age for the sample was 57.9 years and 71.9% were women. Each incentive structure led to significant reductions in HbA1c at 3 months with the greatest reduction from baseline in the group with incentives for multiple components: Group 1 mean reduction = 1.25, Group 2 mean reduction = 1.73, Group 3 mean reduction = 1.74. Conclusion Financial incentives led to significant reductions in HbA1c from baseline within each group. Incentives for multiple components led to the greatest reductions from baseline. Structured financial incentives that reward home monitoring, attendance of telephone education sessions, and lifestyle modification to lower HbA1c are viable options for glycemic control in African Americans with type 2 diabetes. Trial registration Trial registration: NCT02722499. Registered 23 March 2016, url.
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Affiliation(s)
- Leonard E Egede
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 701 Watertown Plank Rd, Milwaukee, WI, 53226-3596, USA. .,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Jennifer A Campbell
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 701 Watertown Plank Rd, Milwaukee, WI, 53226-3596, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Rebekah J Walker
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 701 Watertown Plank Rd, Milwaukee, WI, 53226-3596, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aprill Z Dawson
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 701 Watertown Plank Rd, Milwaukee, WI, 53226-3596, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Joni S Williams
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 701 Watertown Plank Rd, Milwaukee, WI, 53226-3596, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
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Metrebian N, Carr E, Goldsmith K, Weaver T, Pilling S, Shearer J, Woolston-Thomas K, Tas B, Cooper C, Getty CA, van der Waal R, Kelleher M, Finch E, Bijral P, Taylor D, Scott J, Strang J. Mobile telephone delivered contingency management for encouraging adherence to supervised methadone consumption: feasibility study for an RCT of clinical and cost-effectiveness (TIES). Pilot Feasibility Stud 2021; 7:14. [PMID: 33407950 PMCID: PMC7789356 DOI: 10.1186/s40814-020-00761-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 12/18/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Prescription methadone or buprenorphine enables people with opioid use disorder to stop heroin use safely while avoiding withdrawal. To ensure methadone is taken as prescribed and to prevent diversion onto the illicit market, people starting methadone take their daily dose under a pharmacist's supervision. Many patients miss their daily methadone dose risking withdrawal, craving for heroin and overdose due to loss of heroin tolerance. Contingency management (CM) can improve medication adherence, but remote delivery using technology may be resource-light and cost-effective. We developed an innovative way to deliver CM by mobile telephone. Software monitors patients' attendance and supervised methadone consumption through an internet self-login at the pharmacy and sends reinforcing text messages to patients' mobile telephones. A linked system sends medication adherence reports to prescribers and provides early warning alerts of missed doses. A pre-paid debit card system provides financial incentives. METHODS A cluster randomised controlled trial design was used to test the feasibility of conducting a future trial of mobile telephone CM to encourage adherence to supervised methadone in community pharmacies. Each cluster (drug service/3 allied pharmacies) was randomly allocated to provide patient's presenting for a new episode of opiate agonist treatment (OAT) with either (a) mobile telephone text message CM, (b) mobile telephone text message reminders, or (c) no text messages. We assessed acceptability of the interventions, recruitment, and follow-up procedures. RESULTS Four drug clinics were approached and three recruited. Thirty-three pharmacists were approached and 9 recruited. Over 3 months, 173 individuals were screened and 10 enrolled. Few patients presented for OAT and high numbers were excluded due to receiving buprenorphine or not attending participating pharmacies. There was 96% consistency in recording medication adherence by self-login vs. pharmacy records. In focus groups, CM participants were positive about using self-login, the text messages, and debit card. Prescribers found weekly reporting, time saving, and allowed closer monitoring of patients. Pharmacists reported that the tablet device was easy to host. CONCLUSION Mobile telephone CM worked well, but a planned future trial will use modified eligibility criteria (existing OAT patients who regularly miss their methadone/buprenorphine doses) and increase the number of participating pharmacies. TRIAL REGISTRATION The trial is retrospectively registered, ISRCTN 58958179 .
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Affiliation(s)
- N Metrebian
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK.
| | - E Carr
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - K Goldsmith
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - T Weaver
- Department of Mental Health, Social Work and Integrative Medicine, School of Health and Education, Middlesex University, London, NW4 4BT, UK
| | - S Pilling
- Research Department of Clinical Health and Educational Psychology, University College London, London, WC1 7HB, UK
| | - J Shearer
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - K Woolston-Thomas
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - B Tas
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - C Cooper
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - C A Getty
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK
| | - R van der Waal
- Central Acute and Addictions Directorate, South London and Maudsley NHS Foundation Trust, London, SE5 8RS, UK
| | - M Kelleher
- Central Acute and Addictions Directorate, South London and Maudsley NHS Foundation Trust, London, SE5 8RS, UK
| | - E Finch
- Central Acute and Addictions Directorate, South London and Maudsley NHS Foundation Trust, London, SE5 8RS, UK
| | - P Bijral
- Change, Grow, Live Charity, Management Offices, M4 1NA, Manchester, UK
| | - D Taylor
- Central Acute and Addictions Directorate, South London and Maudsley NHS Foundation Trust, London, SE5 8RS, UK
| | - J Scott
- University of Bath, BAA2 7AY, Bath, UK
| | - J Strang
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, SE5 8AB, UK.,Central Acute and Addictions Directorate, South London and Maudsley NHS Foundation Trust, London, SE5 8RS, UK
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DeFulio A, Devoto A, Traxler H, Cosottile D, Fingerhood M, Nuzzo P, Dallery J. Smartphone-based incentives for promoting adherence to antiretroviral therapy: A randomized controlled trial. Prev Med Rep 2021; 21:101318. [PMID: 33511028 PMCID: PMC7815813 DOI: 10.1016/j.pmedr.2021.101318] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 11/23/2020] [Accepted: 12/21/2020] [Indexed: 01/12/2023] Open
Abstract
Contingency management (CM) intervention can promote adherence to ART. CM for ART adherence can be delivered via a smartphone platform. Smartphone CM reduces barriers to adoption of CM relative to in-person CM. Low-income people with HIV found smartphone CM to be acceptable and easy to use. CM produced detectable ART adherence improvements despite high baseline levels.
Antiretroviral therapy can improve the lives of people living with HIV and reduce the rate of transmission. However, high levels of adherence are required. Some people living with HIV, including people who use drugs, are at elevated risk for non-adherence. Contingency management is a promising intervention for promoting adherence to antiretroviral therapy. Barriers to adoption of contingency management include lack of provider expertise and implementation effort. To address these barriers, a smartphone-based adherence intervention was developed. HIV + people with a substance use disorder were required to submit video selfies of medication consumption that met validity criteria. Monetary incentives were delivered to participants via reloadable debit cards, contingent upon a valid video. The intervention was evaluated in a small (n = 50) randomized controlled trial. Intervention participants submitted 75% of possible videos, and 81% of videos met validity criteria, indicating a high level of usability. Participants also rated the intervention as highly acceptable. Adherence was measured as the percent of participants who achieved a 95% adherence threshold, and also as the overall percent of days in which participants were adherent to their antiretroviral therapy. The former showed a significant effect for group, (p = .034) but this was not maintained when adjusting for stratification variables as covariates (p = .094). The latter measure showed a significant group × time interaction. Smartphone-based contingency management is a promising method for promoting adherence to antiretroviral therapy. Assessing the cost-benefit of the intervention and development of strategies for long-term adherence are priorities for future research.
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Egede LE, Walker R, Williams JS, Knapp R, Dismuke CE, Davidson T, Campbell JA. Financial Incentives and Nurse Coaching to Enhance Diabetes Outcomes (FINANCE-DM): a trial protocol. BMJ Open 2020; 10:e043760. [PMID: 33371048 PMCID: PMC7757449 DOI: 10.1136/bmjopen-2020-043760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Given the burden of diabetes in ethnic minorities and emerging data on the efficacy of financial incentives in type 2 diabetes mellitus (T2DM), it is critical to examine the efficacy of financial incentives across and within racial/ethnic groups. METHODS AND ANALYSIS This trial is an ongoing 5-year, randomised clinical trial designed to test the efficacy of a Financial Incentives And Nurse Coaching to Enhance Diabetes Outcomes (FINANCE-DM) intervention composed of (1) nurse education, (2) home telemonitoring and (3) structured financial incentives; compared with an active control group (nurse education and home telemonitoring alone). The study also will evaluate whether intervention effects are sustained 6 months after the financial incentives are withdrawn (ie, 18 months post-randomisation) and whether the intervention is differentially efficacious across racial/ethnic groups. Participants will include 450 adults with a clinical diagnosis of T2DM and HbA1c of 8% or higher who self-identify as White, African American or Hispanic. Participants will be randomised to one of two groups: the FINANCE intervention or Active Control. The location and setting of this study include primary care clinics at the Medical College of Wisconsin (MCW) in Milwaukee, WI and community partner sites affiliated with the Center for Advancing Population Science at MCW. ETHICS AND DISSEMINATION This trial was approved by IRB at MCW under PRO00033788. TRIAL REGISTRATION NUMBER Registration for this trial on the United States National Institute of Health Clinical Trials Registry can be found under ID: NCT04203173 and online (https://clinicaltrials.gov/ct2/show/NCT04203173?id=NCT04203173&draw=2&rank=1).
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Affiliation(s)
- Leonard E Egede
- Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Rebekah Walker
- Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Joni S Williams
- Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Rebecca Knapp
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | | | - Tatiana Davidson
- College of Nursing, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jennifer A Campbell
- Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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Hawking MKD, Robson J, Taylor SJC, Swinglehurst D. Adherence and the Moral Construction of the Self: A Narrative Analysis of Anticoagulant Medication. QUALITATIVE HEALTH RESEARCH 2020; 30:2316-2330. [PMID: 32856537 PMCID: PMC7649927 DOI: 10.1177/1049732320951772] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
In this article, we examine illness narratives to illuminate the discursive work that patients undertake to construct themselves as "good" and adherent. Biographical narrative interviews were undertaken with 17 patients receiving anticoagulation for stroke prevention in atrial fibrillation, from five English hospitals (May 2016-June 2017). Through pluralistic narrative analysis, we highlight the discursive tensions narrators face when sharing accounts of their medicine-taking. They undertake challenging linguistic and performative work to reconcile apparently paradoxical positions. We show how the adherent patient is co-constructed through dialogue at the intersection of discourses including authority of doctors, personal responsibility for health, scarcity of resources, and deservingness. We conclude that the notion of medication adherence places a hidden moral and discursive burden of treatment on patients which they must negotiate when invited into conversations about their medications. This discursive work reveals, constitutes, and upholds medicine-taking as a profoundly moral practice.
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Affiliation(s)
- Meredith K. D. Hawking
- Queen Mary University of London, London, United Kingdom
- Meredith K. D. Hawking, Institute of Population Health Sciences, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Yvonne Carter Building, 58 Turner Street, London E1 2AB, UK.
| | - John Robson
- Queen Mary University of London, London, United Kingdom
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Brown HD, DeFulio A. Contingency management for the treatment of methamphetamine use disorder: A systematic review. Drug Alcohol Depend 2020; 216:108307. [PMID: 33007699 DOI: 10.1016/j.drugalcdep.2020.108307] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 09/13/2020] [Accepted: 09/16/2020] [Indexed: 11/17/2022]
Abstract
Methamphetamine use continues to be an important public health problem. Contingency management is among the most effective interventions for reducing methamphetamine use. It has been more than ten years since the last systematic review of contingency management for methamphetamine use disorder. Since then, an additional ten randomized controlled trials and a variety of other studies have been completed. The present systematic review includes 27 studies. Several factors, most notably problem severity, appear to predict treatment outcome. However, the effectiveness of CM has been demonstrated in studies restricted to MSM, studies restricted to implementation in community programs, and in studies of the general population of methamphetamine users conducted in research treatment programs. There appear to be broad benefits of contingency management intervention, including greater drug abstinence, higher utilization of other treatments and medical services, and reductions in risky sexual behavior. Twenty of the twenty-one studies that reported abstinence outcomes showed an effect of contingency management on abstinence, and seven of the nine studies that reported sexual risk behavior outcomes showed an effect of contingency management in reducing risky sexual behavior. Taken together, recent evidence suggests strongly that outpatient programs that offer treatment for methamphetamine use disorder should prioritize adoption and implementation of contingency management intervention.
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Gagnon M, Guta A, Upshur R, Murray SJ, Bungay V. "It gets people through the door": a qualitative case study of the use of incentives in the care of people at risk or living with HIV in British Columbia, Canada. BMC Med Ethics 2020; 21:105. [PMID: 33109165 PMCID: PMC7590593 DOI: 10.1186/s12910-020-00548-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 10/16/2020] [Indexed: 11/22/2022] Open
Abstract
Background There has been growing interest in the use of incentives to increase the uptake of health-related behaviours and achieve desired health outcomes at the individual and population level. However, the use of incentives remains controversial for ethical reasons. An area in which incentives have been not only proposed but used is HIV prevention, testing, treatment and care—each one representing an interconnecting step in the "HIV Cascade." Methods The main objective of this qualitative case study was to document the experiences of health care and service providers tasked with administrating incentivized HIV testing, treatment, and care in British Columbia, Canada. A second objective was to explore the ethical and professional tensions that arise from the use of incentives as well as strategies used by providers to mitigate them. We conducted interviews with 25 providers and 6 key informants, which were analyzed using applied thematic analysis. We also collected documents and took field notes. Results Our findings suggest that incentives target populations believed to pose the most risk to public health. As such, incentives are primarily used to close the gaps in the HIV Cascade by getting the "right populations" to test, start treatment, stay on treatment, and, most importantly, achieve (and sustain) viral suppression. Participants considered that incentives work because they "bring people through the door." However, they believed the effectiveness of incentives to be superficial, short-lived and one-dimensional—thus, failing to address underlying structural barriers to care and structural determinants of health. They also raised concerns about the unintended consequences of incentives and the strains they may put on the therapeutic relationship. They had developed strategies to mitigate the ensuing ethical and professional tensions and to make their work feel relational rather than transactional. Conclusions We identify an urgent need to problematize the use of incentives as a part of the "HIV Cascade" agenda and interrogate the ethics of engaging in this practice from the perspective of health care and service providers. More broadly, we question the introduction of market logic into the realm of health care—an area of life previously not subject to monetary exchanges.
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Affiliation(s)
- Marilou Gagnon
- Canadian Institute for Substance Use Research, University of Victoria, 2300 McKenzie Ave, Victoria, BC, V8N 5M8, Canada.
| | - Adrian Guta
- School of Social Work, University of Windsor, 167 Ferry Street, Windsor, ON, N9A 0C5, Canada
| | - Ross Upshur
- Dalla Lana Chair in Clinical Public Health, Dalla Lana School of Public Health, 678-155 College Street, Toronto, ON, M5T 3M7, Canada
| | - Stuart J Murray
- Canada Research Chair in Rhetoric and Ethics, Department of English Language and Literature, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Vicky Bungay
- Canada Research Chair in Gender, Equity and Community Engagement, School of Nursing, University of British Columbia, T201-2211 Wesbrook Mall, Vancouver, BC, V6T2B5, Canada
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Integrating Financial Incentives for Viral Load Suppression into HIV Care Coordination Programs: Considerations for Development and Implementation. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2020; 26:471-480. [PMID: 32732721 DOI: 10.1097/phh.0000000000001020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
CONTEXT Interventions that support durable viral load suppression (VLS) among people living with HIV (PLWH) who face barriers to treatment adherence are needed to maintain optimal individual health, prevent new HIV infections, and advance health equity. Efficacy trials indicate that financial incentives (FIs) are a promising strategy for promoting VLS, although less is known about their implementation in "real-world" settings. This article describes considerations for the development and implementation of FI interventions identified in existing literature, and how they informed the scale-up of a multilevel treatment adherence support program designed to increase VLS among PLWH in New York City. PROGRAM The Undetectables VLS Program comprises a social marketing campaign and a "tool kit" of evidence-based HIV treatment adherence strategies, including quarterly FIs ($100) that patients receive for achieving or maintaining an undetectable viral load (<200 copies/mL; also referred to as VLS). The intervention was developed and pilot tested by Housing Works Community Healthcare and the University of Pennsylvania from 2014 to 2016. Initial findings from the pilot evaluation showed a statistically significant positive effect on VLS. IMPLEMENTATION The New York City Department of Health and Mental Hygiene contracted with 7 agencies across New York City to scale up The Undetectables Program over a 3-year period (2016-2019) by integrating the program into existing services for PLWH. EVALUATION PLANS Quality indicators (eg, percentage of clients who received an FI each quarter; percentage of clients who were virally suppressed at 90 days postenrollment) will be used to measure program performance and impact over time. DISCUSSION Recommendations for implementing FIs for PLWH include packaging FIs with client-centered, evidence-based adherence strategies, incorporating FIs into existing service delivery systems, and obtaining organization-wide buy-in to facilitate their implementation. Implementation science research is needed to identify strategies to effectively implement and sustain evidence-based FI interventions.
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Gibson TB. Commentary on "Do physician incentives increase patient medication adherence?". Health Serv Res 2020; 55:500-502. [PMID: 32700384 PMCID: PMC7375994 DOI: 10.1111/1475-6773.13318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Haga SB. Toward digital-based interventions for medication adherence and safety. Expert Opin Drug Saf 2020; 19:735-746. [DOI: 10.1080/14740338.2020.1764935] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Susanne B Haga
- Duke School of Medicine, Center for Applied Genomics and Precision Medicine, Durham, NC, USA
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Shih S, Cohen LL. A Systematic Review of Medication Adherence Interventions in Pediatric Sickle Cell Disease. J Pediatr Psychol 2020; 45:593-606. [DOI: 10.1093/jpepsy/jsaa031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 04/11/2020] [Accepted: 04/14/2020] [Indexed: 12/20/2022] Open
Abstract
AbstractObjectiveAdherence to medication regimens is of critical importance in sickle cell disease (SCD). Most notably, data indicate that hydroxyurea, penicillin, and iron chelators increase life expectancy and decrease comorbid medical problems (e.g., strokes). However, average pediatric SCD adherence rates are only 55–74%. Studies have introduced interventions for pediatric SCD adherence, but no review has synthesized these data.MethodsWe conducted a systematic review of interventions for enhancing medication adherence in pediatric SCD. There were 9 studies that met inclusion and exclusion criteria. The Pediatric Self-Management Model provided a framework for organizing the modifiable factors targeted by existing interventions.ResultsThe 9 studies had high risk of bias levels and most targeted hydroxyurea. All studies used multiple measures of adherence, the interventions were multicomponent, and most included behavioral or technological interventions. There was variability in terms of whether the intervention targeted the individual, family, community, or healthcare system.ConclusionsConsistent with the broader adherence literature, targeting knowledge alone was insufficient in increasing adherence. Findings suggest that reminders and targeting self-efficacy were key to success. In addition, addressing multiple domains in an intervention yielded larger effects on adherence. Although these results are promising, this review highlights several limitations of the extant literature, including a paucity of intervention studies and several methodological weaknesses, such as small sample sizes, few randomized controlled trials, and variable measures of adherence. Recommendations for advancing scientific understanding of adherence promoting interventions in pediatric SCD are provided.
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Affiliation(s)
- Sharon Shih
- Department of Psychology, Georgia State University
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Telephone delivered incentives for encouraging adherence to supervised methadone consumption (TIES): Study protocol for a feasibility study for an RCT of clinical and cost effectiveness. Contemp Clin Trials Commun 2020; 17:100506. [PMID: 31909291 PMCID: PMC6938936 DOI: 10.1016/j.conctc.2019.100506] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 11/18/2019] [Accepted: 12/07/2019] [Indexed: 02/02/2023] Open
Abstract
The majority of people receiving treatment for their heroin addiction, are prescribed methadone; for which there is an extensive evidence base. When treatment starts, people take their daily dose of methadone under supervision at a community pharmacy. Supervision guarantees methadone is taken as directed by the individual for whom it has been prescribed, helps to ensure individuals take their correct dose every day, and safeguards against diversion and overdose. However, individuals often fail to attend the pharmacy to take their methadone. Each missed dose is of concern. If a patient misses their daily dose of methadone, they will start to experience opiate withdrawal and cravings and are more likely to use heroin. If they miss three days dose, there are concerns that they may lose tolerance to the drug and may be at risk of overdose when the next dose is taken. Hence there is an urgent need to develop effective interventions for medication adherence. Research suggests that incentive-based medication adherence interventions may be very effective, but there are few controlled trials and the provision of incentives requires time and organisational systems which can be challenging in pharmacies. The investigators have developed the technology to deliver incentives by mobile telephone. This cluster randomised trial will test the feasibility of conducting a future trial evaluating the clinical and cost effectiveness of using telephone delivered incentives (praise and modest financial rewards via text messaging) to encourage adherence with supervised consumption of methadone in community pharmacies. Three drug services (each with two or three community pharmacies supervising methadone consumption that will enrol 20 individuals, a total of 60 participants) will be recruited and randomly allocated to deliver either i) telephone delivered incentives, ii) telephone delivered reminders or iii) no telephone system. Acceptability, recruitment, follow-up, and suitable measures of clinical and cost effectiveness will be assessed. Findings from this feasibility study will be assessed against stated progression criteria and used to inform a future confirmatory trial of the clinical and cost effectiveness of telephone delivered incentives to encourage medication adherence. Trial registration ISRCTN58958179 (retrospectively registered).
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Ghose T, Shubert V, Poitevien V, Choudhuri S, Gross R. Effectiveness of a Viral Load Suppression Intervention for Highly Vulnerable People Living with HIV. AIDS Behav 2019; 23:2443-2452. [PMID: 31098747 DOI: 10.1007/s10461-019-02509-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
We examine the effect of the Undetectables Intervention (UI) on viral loads among socially vulnerable HIV-positive clients. The UI utilized a toolkit that included financial incentives, graphic novels, and community-based case management services. A pre-post repeated measures analysis (n = 502) through 4 years examined longitudinal effects of the intervention. Logistic models regressed social determinants on viral loads. Finally, in-depth qualitative interviews (n = 30) examined how UI shaped adherence. The proportion of virally suppressed time-points increased 15% (from 67 to 82% pre to post-enrollment, p < 0.0001). The proportion of the sample virally suppressed at all time-points increased by 23% (from 39 to 62% pre to post-enrollment, p < 0.0001). African Americans and the homeless were the most likely to be unsuppressed at baseline, but, along with substance users, benefitted the most from UI. The intervention shaped adherence through two pathways, by: (1) establishing worth around adherence, and (2) increasing motivation to become suppressed, and maintain adherence.
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Affiliation(s)
- Toorjo Ghose
- School of Social Policy and Practice, University of Pennsylvania, D17 Caster Building, 3401 Locust Walk, Philadelphia, PA, 19104, USA.
| | | | | | - Sambuddha Choudhuri
- School of Social Policy and Practice, University of Pennsylvania, D17 Caster Building, 3401 Locust Walk, Philadelphia, PA, 19104, USA
| | - Robert Gross
- School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Brantley AD, Burgess S, Bickham J, Wendell D, Gruber D. Using Financial Incentives to Improve Rates of Viral Suppression and Engagement in Care of Patients Receiving HIV Care at 3 Health Clinics in Louisiana: The Health Models Program, 2013-2016. Public Health Rep 2019; 133:75S-86S. [PMID: 30457949 DOI: 10.1177/0033354918793096] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES The Care and Prevention in the United States Demonstration Project aimed to reduce HIV/AIDS-related morbidity and mortality among racial/ethnic minority groups in 8 states. We evaluated Health Models, a pay-for-performance program piloted by the Louisiana Department of Health that used financial incentives to improve rates of engagement in HIV medical care and viral suppression among people with HIV. METHODS We enrolled 2076 patients of 3 urban HIV specialty clinics in Louisiana in the Health Models pay-for-performance program on a rolling basis from September 2013 through September 2016 and gave patients cash incentives to attend HIV medical appointments, achieve or maintain viral suppression, and link to supportive services. We used laboratory data collected from Louisiana's HIV surveillance database to calculate rates of engagement in care and viral suppression during the first 24 months of enrollment. RESULTS Of the 2076 patients who enrolled, 1400 (67.4%) were non-Hispanic black, 1480 (71.3%) were male, 1175 (56.6%) were men who have sex with men, and 1371 (66.0%) reported an annual income of <$15 000. At enrollment, 1456 (70.1%) patients were engaged in HIV care, and 1197 (57.7%) patients were virally suppressed. After 12 months of enrollment, 1474 of 1783 (82.7%) patients were virally suppressed. Of enrolled patients with at least 12 or 24 months of follow-up data, 1299 of 1317 (98.6%) patients were engaged in care during their first 12 months of enrollment, and 995 of 1033 (96.3%) patients were engaged in care between 12 and 24 months of enrollment. CONCLUSIONS During the implementation of Health Models, enrolled patients had increases in rates of viral suppression and achieved rates of engagement in care and viral suppression that were higher than national levels; however, additional supportive services may be needed to further reduce socioeconomic disparities in the rates of viral suppression.
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Affiliation(s)
- Antoine D Brantley
- 1 Louisiana Department of Health, STD/HIV Program, Office of Public Health, New Orleans, LA, USA
| | - Samuel Burgess
- 1 Louisiana Department of Health, STD/HIV Program, Office of Public Health, New Orleans, LA, USA
| | - Jacquelyn Bickham
- 1 Louisiana Department of Health, STD/HIV Program, Office of Public Health, New Orleans, LA, USA
| | - Deborah Wendell
- 1 Louisiana Department of Health, STD/HIV Program, Office of Public Health, New Orleans, LA, USA
| | - DeAnn Gruber
- 1 Louisiana Department of Health, STD/HIV Program, Office of Public Health, New Orleans, LA, USA
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Jarvis BP, Holtyn AF, DeFulio A, Koffarnus MN, Leoutsakos JMS, Umbricht A, Fingerhood M, Bigelow GE, Silverman K. The effects of extended-release injectable naltrexone and incentives for opiate abstinence in heroin-dependent adults in a model therapeutic workplace: A randomized trial. Drug Alcohol Depend 2019; 197:220-227. [PMID: 30852374 PMCID: PMC6440824 DOI: 10.1016/j.drugalcdep.2018.12.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 11/29/2018] [Accepted: 12/03/2018] [Indexed: 10/27/2022]
Abstract
AIM To determine whether extended-release injectable naltrexone (XR-NTX), incentives for opiate abstinence, and their combination reduce opiate use compared to a usual care control and whether the combination reduces opiate use compared to either treatment alone. DESIGN Randomized 2 × 2 single-site controlled trial conducted from November 2012 through May 2016. After a detoxification and oral naltrexone induction, participants were assigned to a Usual Care, Abstinence Incentives, XR-NTX, or XR-NTX plus Abstinence Incentives group for a six-month intervention period. SETTING A model therapeutic workplace where participants could work on automated computer programs that targeted job-skills training for 4 h every weekday for 24 weeks and earn about $10 per hour. PARTICIPANTS 84 heroin-dependent adults who were unemployed and medically approved for naltrexone. Most participants were male (71.4%), African American (80.1%), and cocaine dependent (71.4%). MEASUREMENTS The primary outcome measure was the percentage of urine samples negative for opiates that were collected at once weekly assessments (24 per participant) that were not part of the intervention and for which participants were paid $10 for completing. INTERVENTION Participants who attended the workplace provided thrice-weekly urine samples. Abstinence Incentives participants had to provide opiate-free urine samples to maintain maximum pay. XR-NTX participants received one injection every 4 weeks and were required to take injections in order to work and to maintain maximum pay. Usual Care participants were not offered XR-NTX and opiate urinalysis results did not affect pay. FINDINGS A large percentage (65 of 149; 43.6%) of individuals failed the induction protocol required for randomization and to be eligible to receive XR-NTX. When missing urine samples were considered positive, there was no significant interaction between XR-NTX and Abstinence Incentives. XR-NTX plus Abstinence Incentives participants provided significantly more opiate-negative samples (81.3%, SD 39.0%) than XR-NTX participants (64.5%, SD 47.9%; aOR 10.4, 95% CI 1.3-85.5; P = .030). When urine samples were not replaced, there was a significant interaction between XR-NTX and Abstinence Incentives (aOR 77.0, 95% CI 1.3-4432;P = 0.036); XR-NTX plus Abstinence Incentives participants provided significantly more opiate-negative samples (99.6%, SD 0.1%) than XR-NTX participants (85.0%, SD 35.7%; aOR 147.6, 95% CI 6.3-3472; P = 0.002), Abstinence Incentives participants (91.9%, SD 27.3%; aOR 121.7, 95% CI 4.8-3067; P =0.004), and Usual Care participants (78.7%, SD 41.0%; aOR 233.4, 95% CI 9.4-5814; P <.001). No other group differences were significant. CONCLUSION XR-NTX plus incentives for opiate abstinence increased opiate abstinence, but XR-NTX alone did not. XR-NTX can promote opiate abstinence when it is combined with incentives for opiate abstinence in a model therapeutic workplace.
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Affiliation(s)
- Brantley P. Jarvis
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - August F. Holtyn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Anthony DeFulio
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Mikhail N. Koffarnus
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Jeannie-Marie S. Leoutsakos
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Annie Umbricht
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Michael Fingerhood
- Department of Medicine, Johns Hopkins University School of Medicine. Baltimore, MD, United States
| | - George E. Bigelow
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, Unites States
| | - Kenneth Silverman
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
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Liu T, Volpp KG, Asch DA, Zhu J, Wang W, Wu R, Troxel AB, Finnerty DD, Hoffer K, Shea JA. The association of financial incentives for low density lipoprotein cholesterol reduction with patient activation and motivation. Prev Med Rep 2019; 14:100841. [PMID: 30911461 PMCID: PMC6416647 DOI: 10.1016/j.pmedr.2019.100841] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 02/24/2019] [Accepted: 03/02/2019] [Indexed: 11/29/2022] Open
Abstract
There is growing interest in using financial incentives for patients to improve medication adherence, but few studies have evaluated whether financial incentives are associated with patients' activation and motivation. We analyzed survey data collected as part of a randomized clinical trial conducted from 2011 to 2014 of four financial incentive interventions to reduce low density lipoprotein cholesterol (LDL-C) among patients at risk for atherosclerotic cardiovascular disease. The main trial included 1503 patients aged 18–80 and recruited from primary care practices affiliated with three health systems. Participants were randomized into four groups: patient financial incentives, primary care physicians (PCPs) incentives, patients and PCPs shared incentives, or no incentives for LDL-C control. Patient Activation Measure (PAM) and Treatment Self Regulation Questionnaire (TSRQ) surveys were administered at baseline and 12 months. Clinical outcomes were change in LDL-C at 12 and 15 months and average medication adherence as measured by electronic pill bottle opening. Mean changes in PAM and TSRQ scores were compared between patients eligible and not eligible for incentives. Clinical outcomes were tested against baseline and change in psychosocial measures using bivariate and multivariate regression. Change in PAM score and TSRQ autonomous subscore did not differ significantly between patients eligible and not eligible for incentives. Lower baseline and greater increase in TSRQ autonomous subscore were predictive of greater 15-month decrease in LDL-C. A financial incentive intervention to improve LDL-C control was not associated with changes in patients' activation or autonomous motivation. Increases in patient autonomous motivation are predictive of long-term LDL-C control. Financial incentives for lipid control were not associated with changes in activation or motivation. Participants had high activation and motivation levels at baseline. Increases in autonomous motivation were associated with better lipid control at 15 months.
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Affiliation(s)
- Tianyu Liu
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Kevin G Volpp
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America.,Department of Veterans Affairs, 3900 Woodland Avenue, Philadelphia, PA 19104, United States of America
| | - David A Asch
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America.,Department of Veterans Affairs, 3900 Woodland Avenue, Philadelphia, PA 19104, United States of America
| | - Jingsan Zhu
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Wenli Wang
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Ruoming Wu
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Andrea B Troxel
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Darra D Finnerty
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Karen Hoffer
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
| | - Judy A Shea
- University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA 19104, United States of America
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Dennis R, Christian R, Palokas M. Effectiveness of financial incentives for long-acting injectable antipsychotic adherence in patients with psychotic and bipolar disorders: a systematic review protocol. JBI DATABASE OF SYSTEMATIC REVIEWS AND IMPLEMENTATION REPORTS 2019; 17:43-48. [PMID: 30629042 DOI: 10.11124/jbisrir-2017-003926] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
REVIEW QUESTION The question of this review is: what is the effectiveness of financial compensation for receiving a dose of long-acting injectable antipsychotic medication on the rate of medication adherence in adult patients with psychotic and bipolar disorders in an outpatient/community setting?
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Affiliation(s)
- Raghib Dennis
- School of Nursing, University of Mississippi Medical Center, Jackson, USA
- Mississippi Centre of Evidence-Based Practice: a Joanna Briggs Institute Centre of Excellence
| | - Robin Christian
- School of Nursing, University of Mississippi Medical Center, Jackson, USA
- Mississippi Centre of Evidence-Based Practice: a Joanna Briggs Institute Centre of Excellence
| | - Michelle Palokas
- School of Nursing, University of Mississippi Medical Center, Jackson, USA
- Mississippi Centre of Evidence-Based Practice: a Joanna Briggs Institute Centre of Excellence
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Fernandes R, Chinn CC, Li D, Halliday T, Frankland T, Ozaki RR. Impact of Financial Incentives on Health Outcomes and Costs of Care among Medicaid Beneficiaries with Diabetes in Hawai'i. HAWAI'I JOURNAL OF MEDICINE & PUBLIC HEALTH : A JOURNAL OF ASIA PACIFIC MEDICINE & PUBLIC HEALTH 2019; 78:19-25. [PMID: 30697471 PMCID: PMC6333961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The Hawai'i Patient Reward And Incentives to Support Empowerment (HI-PRAISE) project, part of the Medicaid Incentives for Prevention of Chronic Diseases program of the Affordable Care Act, examined the impact of financial incentives on Medicaid beneficiaries with diabetes. It included an observational pre-post study which was conducted at nine Federally Qualified Health Centers (FQHCs) between 2013 to 2015. The observational study enrolled 2,003 participants. Participants could earn up to $320/year in financial incentives. Primary outcomes were change in hemoglobin A1c, blood pressure, and cholesterol; secondary outcomes included compliance with American Diabetes Association (ADA) standards of diabetes care and cost effectiveness. Generalized estimating equation models were used to assess differences in clinical outcomes and general linear models were utilized to estimate the medical costs per patient/day. Changes in clinical outcomes in the observational study were statistically significant: mean hemoglobin A1c decreased from 8.56% to 8.24% (P < .0001); mean systolic blood pressure decreased from 125.16 to 124.18 mm Hg (P = .0137); mean diastolic blood pressure decreased from 75.54 to 74.78 mm Hg (P = .0005); total cholesterol decreased from 180.77 to 174.21 mg/dl (P < .0001); and low-density lipoprotein decreased from 106.17 to 98.55 mg/dl (P < .0001). Improved ADA compliance was also observed. A key limitation was a reduced sample size due to participant's fluctuating Medicaid eligibility status. HI-PRAISE showed no reduction in total health cost during the project period.
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Affiliation(s)
- Ritabelle Fernandes
- Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawai'i at Manoa, Honolulu, HI (RF)
| | - Chuan C Chinn
- Center on Disability Studies, University of Hawai'i at Manoa, Honolulu, HI (CCC, RRO)
| | - Dongmei Li
- University of Rochester School of Medicine and Dentistry, Rochester, NY (DL)
| | - Timothy Halliday
- Department of Economics, University of Hawai'i at Manoa, Honolulu, HI (TH)
| | - Timothy Frankland
- Kaiser Permanente, Center for Health Research Hawai'i, Honolulu, HI (TF)
| | - Rebecca Rude Ozaki
- Center on Disability Studies, University of Hawai'i at Manoa, Honolulu, HI (CCC, RRO)
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Tutelman PR, Chambers CT, Stinson JN, Parker JA, Barwick M, Witteman HO, Jibb L, Stinson HC, Fernandez CV, Nathan PC, Campbell F, Irwin K. The Implementation Effectiveness of a Freely Available Pediatric Cancer Pain Assessment App: A Pilot Implementation Study. JMIR Cancer 2018; 4:e10280. [PMID: 30578200 PMCID: PMC6320418 DOI: 10.2196/10280] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 09/20/2018] [Accepted: 10/26/2018] [Indexed: 12/31/2022] Open
Abstract
Background Pain Squad is an evidence-based, freely available iOS app designed to assess pain in children with cancer. Once research-based technologies such as Pain Squad are validated, it is important to evaluate their performance in natural settings to optimize their real-world clinical use. Objective The objective of this study was to evaluate the implementation effectiveness of Pain Squad in a natural setting. Methods Parents of 149 children with cancer (aged 8-18 years) were contacted to invite their child to participate. Participating children downloaded Pain Squad on their own iOS devices from the Apple App Store and reported their pain using the app twice daily for 1 week. Participants then emailed their pain reports from the app to the research team and completed an online survey on their experiences. Key implementation outcomes included acceptability, appropriateness, cost, feasibility, fidelity, penetration, and sustainability. Results Of the 149 parents contacted, 16 of their children agreed to participate. More than a third (6/16, 37.5%) of participating children returned their pain reports to the research team. Adherence to the pain assessments was 62.1% (mean 8.7/14 assessments). The 6 children who returned reports rated the app as highly feasible to download and use and rated their overall experience as acceptable. They also reported that they would be willing to sustain their Pain Squad use over several weeks and that they would recommend it to other children with cancer, which suggests that it may have potential for penetration. Conclusions While Pain Squad was well received by the small number of children who completed the study, user uptake, engagement, and adherence were significant barriers to the implementation of Pain Squad in a natural setting. Implementation studies such as this highlight important challenges and opportunities for promoting the use and uptake of evidence-based technologies by the intended end-users.
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Affiliation(s)
- Perri R Tutelman
- Dalhousie University, Halifax, NS, Canada.,IWK Health Centre, Halifax, NS, Canada
| | - Christine T Chambers
- Dalhousie University, Halifax, NS, Canada.,IWK Health Centre, Halifax, NS, Canada
| | - Jennifer N Stinson
- University of Toronto, Toronto, ON, Canada.,The Hospital for Sick Children, Toronto, ON, Canada
| | | | - Melanie Barwick
- University of Toronto, Toronto, ON, Canada.,The Hospital for Sick Children, Toronto, ON, Canada
| | - Holly O Witteman
- Laval University, Quebec, QC, Canada.,Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | | | | | - Conrad V Fernandez
- Dalhousie University, Halifax, NS, Canada.,IWK Health Centre, Halifax, NS, Canada
| | - Paul C Nathan
- University of Toronto, Toronto, ON, Canada.,The Hospital for Sick Children, Toronto, ON, Canada
| | - Fiona Campbell
- University of Toronto, Toronto, ON, Canada.,The Hospital for Sick Children, Toronto, ON, Canada
| | - Karen Irwin
- Cancer Knowledge Network, Milton, ON, Canada
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LeGrand S, Knudtson K, Benkeser D, Muessig K, Mcgee A, Sullivan PS, Hightow-Weidman L. Testing the Efficacy of a Social Networking Gamification App to Improve Pre-Exposure Prophylaxis Adherence (P3: Prepared, Protected, emPowered): Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2018; 7:e10448. [PMID: 30563818 PMCID: PMC6315253 DOI: 10.2196/10448] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 07/01/2018] [Accepted: 08/07/2018] [Indexed: 12/22/2022] Open
Abstract
Background HIV prevalence is high among young men who have sex with men (YMSM) and young transgender women who have sex with men (YTWSM), particularly among minorities. Despite its proven efficacy and safety, the uptake of and adherence to pre-exposure prophylaxis (PrEP) among YMSM and YTWSM is currently limited. To date, evidence-based interventions to promote and sustain PrEP adherence have been limited and not shown to be highly efficacious. Given the widespread adoption of smartphones, mobile apps can be utilized to increase PrEP adherence for many YMSM and YTWSM. Objective The study consists of a formative research phase to develop an app-based intervention, P3 (Prepared, Protected, emPowered), to increase PrEP adherence, and a randomized controlled trial (RCT) to test its efficacy. P3 is a mobile app built on an established health platform, which includes social networking and game-based components to encourage PrEP adherence among YMSM and YTWSM. P3+ includes all P3 features plus adherence counseling delivered via two-way text messaging (short message service, SMS) through the app. Methods The formative research phase includes usability testing to assess users’ comprehension of P3’s educational content, understanding and use of intervention features, and overall impressions of app functionality, followed by app refinements. A subsequent field trial will identify and resolve any remaining technical challenges. A three-arm RCT (P3, P3+, and standard of care) will then be conducted at 6 iTech subject recruitment venues to assess intervention efficacy and to conduct a comparison of costs to deliver the 2 intervention arms. Results This is an ongoing research project with initial results from the formative work expected in 2020 and those from the RCT in 2021. Conclusions P3 aims to provide an engaging, interactive experience that is highly appealing for the target population, leveraging technology already heavily integrated into the lives of young people, and thus meeting users’ needs in a familiar, stimulating way. If efficacious, P3 could be a sustainable, easily disseminated, lower-cost PrEP intervention for YMSM and YTWSM. Further, the research aims to determine the processes that are essential to developing and implementing future health-related gamification interventions. Trial Registration ClinicalTrials.gov NCT03320512; https://clinicaltrials.gov/ct2/show/NCT03320512 (Archived by WebCite at http://www.webcitation.org/74OVZkICl) International Registered Report Identifier (IRRID) DERR1-10.2196/10448
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Affiliation(s)
- Sara LeGrand
- Center for Health Policy and Inequalities Research, Duke Global Health Institute, Duke University, Durham, NC, United States
| | - Kelly Knudtson
- Behavior and Technology Lab, Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - David Benkeser
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Kathryn Muessig
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Andrew Mcgee
- Behavior and Technology Lab, Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Patrick S Sullivan
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Lisa Hightow-Weidman
- Behavior and Technology Lab, Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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46
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Cassidy RN, Kurti AN. Behavioral Economic Research in Addiction as an Area of Growth for the Experimental Analysis of Behavior. BEHAVIOR ANALYSIS (WASHINGTON, D.C.) 2018; 18:333-339. [PMID: 30574540 PMCID: PMC6296815 DOI: 10.1037/bar0000105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Behavioral economics, a synthesis of the experimental analysis of behavior (EAB) and economics, seeks to determine the relative value of reinforcers as a function of various environmental constraints. Early animal and human studies often focused on drug reinforcement, and this has continued to the present. In particular, behavioral economic analyses of human and animal behavior in relation to nicotine and cigarette smoking have contributed to a greater understanding of this behavior, and to a greater reliance on these methods in the field of smoking cessation treatment, tobacco regulatory science and tobacco control. In this commentary, we briefly describe the history of behavioral economics in the context of EAB methods, the particular contribution of these methods to understanding cigarette smoking and the advance of tobacco regulation, as well as opportunities for growth and remaining challenges in this area. As behavioral economics continues to stimulate research and inform policy, we propose that the underlying elements of a rigorous analytic approach to understanding behavior are key contributors to the fruitfulness of this approach.
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47
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Improving medication adherence in stroke survivors: the intervention development process. BMC Health Serv Res 2018; 18:772. [PMID: 30309346 PMCID: PMC6182841 DOI: 10.1186/s12913-018-3572-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 09/27/2018] [Indexed: 11/13/2022] Open
Abstract
Background Medications targeting stroke risk factors have shown good efficacy, yet adherence is suboptimal. A lack of underlying theory may contribute to the ineffectiveness of eliciting or sustaining behaviour change in many existing interventions targeting medication adherence in stroke. Intervention effectiveness and implementation could be enhanced by consideration of evidence base and theory to drive development. The purpose of this study is to identify appropriate components for a theory-driven and evidence-based medication adherence intervention for stroke survivors. Methods The Behaviour Change Wheel (BCW), a guide to intervention development, informed our systematic process of intervention development. Our earlier systematic review had identified important determinants of medication adherence that were mapped into the Theoretical Domains Framework (TDF), with Knowledge, Beliefs about consequences and Emotions found to be more influential. Utilising the BCW facilitated selection of intervention options and behaviour change techniques (BCTs); the active ingredients within an intervention. To further refine BCT selection, APEASE criteria were employed, allowing evaluation of potential BCTs within context: The National Health Service (NHS), United Kingdom (UK). Results Five intervention functions (Education, Persuasion, Training, Environmental Restructuring and Enablement) and five policy categories (Communication/marketing, Guidelines, Regulation, Environmental/social planning and Service provision) were identified as potential intervention options, underpinned by our systematic review findings. Application of APEASE criteria led to an initial pool of 21 BCTs being reduced to 11 (e.g. Habit Formation, Information about Health Consequences and Action Planning) identified as potential intervention components that would both be feasible and directly target the underlying determinants of stroke survivors’ medication adherence. Conclusions Careful consideration of underlying evidence and theory to drive intervention design, facilitated by the BCW, enabled identification of appropriate intervention components. BCTs including Habit Formation, Information about Health Consequences and Self-monitoring of Behaviour were considered potentially effective and appropriate to deliver within the NHS. Having reduced the pool of potential intervention components to a manageable number, it will now be possible to explore the perceived acceptability of selected BCTs in interviews with stroke survivors and healthcare professionals. This approach to intervention development should be generalisable to other chronic conditions and areas of behaviour change (e.g. exercise adherence).
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48
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Xu X, Tupy S, Robertson S, Miller AL, Correll D, Tivis R, Nigg CR. Successful adherence and retention to daily monitoring of physical activity: Lessons learned. PLoS One 2018; 13:e0199838. [PMID: 30235221 PMCID: PMC6147478 DOI: 10.1371/journal.pone.0199838] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 06/14/2018] [Indexed: 11/30/2022] Open
Abstract
Research utilizing repeated-measures such as daily assessments with self-report and/or objective measures [e.g., physical activity (PA) monitors] are important in understanding health behaviors and informing practice and policy. However, studies that utilize daily assessment often encounter issues with attrition and non-compliance. The current research yielded high levels of retention and adherence with both self-report and objective daily measures. The purpose of this paper is to highlight and discuss strategies utilized in maximizing retention, minimizing missing data, and some lessons learned from the research experience. Fifty community participants took part in a 4-week study utilizing both daily self-report questionnaires and daily use of PA monitors (Fitbit One™). This study focused on typical daily PA and was not an intervention study (e.g., participants were not randomized nor asked to change their PA behavior). Participants completed the study in two waves (wave 1 n = 10, wave 2 n = 40). The research team utilized several retention strategies including automating the data collection process, a prorated incentive structure, having a dedicated and responsive study staff, and utilizing the 2-wave process to optimize data collection during the 2nd wave. The study had 100% retention and generally positive anonymous feedback post-study. Overall, participants completed the vast majority of daily surveys (97%) and wore their Fitbits (for at least part of the day) on almost all days (99.57%) of the study, although there were individual differences. The strategies discussed and lessons learned may be useful to other researchers using daily measurements for whom adherence and retention are important issues. Future research employing these strategies in different populations, with different measurements, and for longer durations is warranted to determine generalizability.
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Affiliation(s)
- Xiaomeng Xu
- Department of Psychology, Idaho State University, Pocatello, Idaho, United States of America
- * E-mail:
| | - Samantha Tupy
- Department of Psychology, Idaho State University, Pocatello, Idaho, United States of America
| | - Stephen Robertson
- Department of Psychology, Idaho State University, Pocatello, Idaho, United States of America
| | - Ashley L. Miller
- Department of Psychology, University of Oregon, Eugene, Oregon, United State of America
| | - Danielle Correll
- Department of Psychology, University of Colorado Colorado Springs, Colorado Springs, Colorado, United States of America
| | - Rick Tivis
- Idaho Center for Health Research, Idaho State University, Meridian, Idaho, United States of America
- Boise VA Medical Center of Excellence for Primary Care Education, Boise, Idaho, United States of America
| | - Claudio R. Nigg
- Office of Public Health Studies, University of Hawai’i at Manoa, Honolulu, Hawaii, United States of America
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49
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Novak N, Buhl T, Pfaar O. Adherence During Early Allergen Immunotherapy and Strategies to Motivate and Support Patients. EUROPEAN MEDICAL JOURNAL 2018. [DOI: 10.33590/emj/10312545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Allergic rhinitis is one of the most common chronic inflammatory conditions, affecting up to 30% of people in Europe. Allergen immunotherapy (AIT) is the only treatment for allergic rhinitis and asthma that has a disease-modifying effect, and it is recommended in European guidelines for use in conjunction with patient education, specific allergen avoidance, and symptomatic pharmacotherapy. Reported AIT adherence rates vary widely but are often low in real-world settings. Factors known to affect adherence are patient, treatment, or physician-related, and vary between healthcare settings. Misconceptions or a lack of AIT knowledge among patients with regard to efficacy and side effects may contribute to high rates of discontinuation observed during the first year of AIT treatment. Interventions to improve patient adherence are multifaceted and should focus on patient education, particularly the provision of accurate information regarding adverse effects of AIT and when to expect an improvement in symptoms, patient-support programmes, and the use of regular eHealth reminders via a telephone call, text message, or social media. Serum-based biomarkers also have the potential to play a role in evaluating early response to AIT and in monitoring treatment adherence in clinical practice. In this review, the authors explore barriers to continuation with AIT and discuss initiatives to motivate and support patients through the challenging early months of treatment, prior to the onset of clinical effect and when side effects are most common, to encourage long-term adherence to therapy and achieve optimal patient outcomes.
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Affiliation(s)
- Natalija Novak
- Department of Dermatology and Allergy, University of Bonn Medical Center, Bonn, Germany
| | - Timo Buhl
- Department of Dermatology, Venereology, and Allergology, University Medical Center, Georg-August University, Göttingen, Germany; Lower Saxony Institute of Occupational Dermatology, University Medical Center Göttingen, Göttingen and University of Osnabrück, Osnabrück, Germany
| | - Oliver Pfaar
- Department of Otorhinolaryngology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Center for Rhinology and Allergology, Wiesbaden, Germany
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50
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Cohen J, Saran I. The impact of packaging and messaging on adherence to malaria treatment: Evidence from a randomized controlled trial in Uganda. JOURNAL OF DEVELOPMENT ECONOMICS 2018; 134:68-95. [PMID: 30177864 PMCID: PMC6088513 DOI: 10.1016/j.jdeveco.2018.04.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 04/19/2018] [Accepted: 04/25/2018] [Indexed: 05/07/2023]
Abstract
Despite substantial public and private costs of non-adherence to infectious disease treatments, patients often do not finish their medication. We explore adherence to medication for malaria, a major cause of morbidity and health system costs in Africa. We conducted a randomized trial in Uganda testing specialized packaging and messaging, designed to increase antimalarial adherence. We find that stickers with short, targeted messages on the packaging increase adherence by 9% and reduce untaken pills by 29%. However, the currently used method of boosting adherence through costly, specialized packaging with pictorial instructions had no significant impacts relative to the standard control package. We develop a theoretical framework of the adherence decision, highlighting the role of symptoms, beliefs about being cured, and beliefs about drug effectiveness to help interpret our results. Patients whose symptoms resolve sooner are substantially less likely to adhere, and the sticker interventions have the strongest impact among these patients.
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Affiliation(s)
- Jessica Cohen
- Harvard T.H. Chan School of Public Health and J-PAL, Building 1, Room 1209, 665 Huntington Avenue, Boston, MA 02115, USA
| | - Indrani Saran
- Harvard T.H. Chan School of Public Health, Building 1, 665 Huntington Avenue, Boston, MA 02115, USA
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