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MacCarthy S, Mendoza-Graf A, Saya U, Samba C, Birungi J, Okoboi S, Linnemayr S. Lessons learned from a mobile technology-based intervention informed by behavioral economics to improve ART adherence among youth in Uganda. AIDS Care 2020; 32:616-622. [PMID: 31137959 PMCID: PMC6999852 DOI: 10.1080/09540121.2019.1622630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 05/14/2019] [Indexed: 12/12/2022]
Abstract
Evidence suggests that simple text messaging interventions may not suffice to improve ART adherence among youth in low-resource settings. To address this shortcoming, we developed an intervention that shared weekly real-time adherence feedback to youth in Uganda using short message services (SMS), based on information tracked by an electronic device (Wisepill). We present results from 7 formative and 6 exit focus groups (FGs) in Mulago and Entebbe, Uganda with youth ages 15-24, providers, and Community Advisory Board members. Participants consistently conveyed positive impressions of Wisepill, noting that it helped store their medications, facilitated travel, served as a reminder, and motivated adherence. Participants raised phone-related issues before the study; most were addressed but some remained (e.g., limited network access, electricity for powering phones). Further, they highlighted the importance of carefully crafting text messages (e.g., use slang rather than potentially stigmatizing words) and viewed personalizing messages favorably but were divided on the desirability of including their name in study-related texts. Exit FGs confirmed that sharing group adherence levels with participants tapped into the competitive spirit common among youth. Our results suggest future mobile technology-based interventions can be improved by providing messages that go beyond simple reminders to provide individual and group-level adherence feedback.
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Affiliation(s)
- Sarah MacCarthy
- RAND Corporation, Behavioral and Policy Sciences, Santa Monica, CA, USA
| | | | - Uzaib Saya
- Pardee RAND Graduate School, Santa Monica, CA, USA
| | | | | | - Stephen Okoboi
- Infectious Diseases Institute, Makerere University Kampala, Uganda
| | - Sebastian Linnemayr
- RAND Corporation, Economics, Sociology, and Statistics, Santa Monica, CA, USA
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Iribarren SJ, Wallingford J, Schnall R, Demiris G. Converting and expanding mobile support tools for tuberculosis treatment support: Design recommendations from domain and design experts. J Biomed Inform 2020; 112S:100066. [PMID: 34327316 DOI: 10.1016/j.yjbinx.2019.100066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 11/12/2019] [Accepted: 11/29/2019] [Indexed: 12/23/2022]
Abstract
Background Tuberculosis (TB) remains one of the top ten causes of death globally despite it being largely treatable. Poor adherence to treatment directly contributes to poor outcomes, such as, prolonged infectivity and the development of drug resistance. Mobile phone-based interventions have the potential to improve treatment outcomes. Objective The purpose of this study was to solicit design and domain expert feedback of a previously developed TB support intervention converted to a mobile application. Methods We used prototyping in iterative cycles that included integrating findings from prior formative research with endusers and soliciting feedback from design and content experts. In this project, we used low-fidelity prototype evaluation to inform the design of high-fidelity prototypes for further testing and iterative refinement. Results We received 12 survey results. Overall, the participants agreed that the functions would be easy to learn/use. Recommendations for improvement included: simplify the reporting by offering broad categories; split complex screens to be more intuitive and user friendly; modify feedback graphics to display data more clearly; incorporate instructions for each task/function to guide users and collapse the information once users had viewed it; display navigation icons on each screen and add a main menu button; have medication tracker be homepage and limit redundancies. Several potential functionalities were suggested, such as adding a notes/journal and a social feature. We were able to easily incorporate recommendations and feedback into the high-fidelity prototypes and continue testing and refinement. After we came to a stable prototype through testing, we gave the interactive prototype to our developers to program a base functioning model. Conclusion The proposed design recommendations provide valuable insight to inform initial conversion of an interactive intervention to customize patient support, which include a smartphone app and a direct drug metabolite test reengineered for home use. We argue that iteratively developing low- and high-fidelity prototypes with content and design experts to guide initial programming of a functional beta app paves the way to better explore further refinement needs and recommendations with endusers rather than using hypothetical scenarios.
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Affiliation(s)
- Sarah J Iribarren
- Biobehavioral Nursing and Health Informatics, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195
| | - Jessica Wallingford
- Biobehavioral Nursing and Health Informatics, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195
| | - Rebecca Schnall
- Columbia University, School of Nursing, Columbia University, New York, NY, USA
| | - George Demiris
- University of Pennsylvania, Claire Fagin Hall, Rm 324, 418 Curie Blvd, Philadelphia PA 19104
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MacCarthy S, Wagner Z, Mendoza-Graf A, Gutierrez CI, Samba C, Birungi J, Okoboi S, Linnemayr S. A randomized controlled trial study of the acceptability, feasibility, and preliminary impact of SITA (SMS as an Incentive To Adhere): a mobile technology-based intervention informed by behavioral economics to improve ART adherence among youth in Uganda. BMC Infect Dis 2020; 20:173. [PMID: 32093630 PMCID: PMC7041095 DOI: 10.1186/s12879-020-4896-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 02/17/2020] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Studies report serious adherence problems among youth (individuals age 15-24 years of age) in Uganda. Recent growth in mobile phone ownership has highlighted the potential of using text-based interventions to improve antiretroviral treatment (ART) adherence among Ugandan youth. We piloted a randomized controlled trial of a text-based intervention providing weekly real-time antiretroviral adherence feedback, based on information from a smart pill box, to HIV-positive Ugandan youth. In this paper, we report the acceptability, feasibility, and preliminary impact of the intervention. METHODS We randomized participants to a control group, or to receive messages with information on either their own adherence levels (Treatment 1 - T1), or their own adherence and peer adherence levels (Treatment 2 - T2). We conducted six focus groups from December 2016 to March 2017 with providers and youth ages 15-24, double coded 130 excerpts, and achieved a pooled Cohen's Kappa of 0.79 and 0.80 based on 34 randomly selected excerpts. RESULTS The quantitative and qualitative data show that the intervention was deemed acceptable and feasible. After controlling for baseline adherence, the T1 group had 3.8 percentage point lower adherence than the control group (95% CI -9.9, 2.3) and the T2 group had 2.4 percentage points higher adherence than the control group (95% CI -3.0, 7.9). However, there was an increasing treatment effect over time for the T2 group with the largest effect towards the end of the study; a 2.5 percentage point increase in the initial 9-weeks that grows steadily to 9.0 percentage points by the last 9-weeks of the study. We find negative treatment effects for T1 in 3 of the 4 9-week intervals. This pilot study was not designed to detect statistically significant differences. CONCLUSIONS Improving youth's adherence by supplementing information about their adherence with information about the adherence of peers is a promising new strategy that should be further evaluated in a fully-powered study. Providing one's own adherence information alone appears to have less potential. TRIAL REGISTRATION NCT02514356 07/30/2015.
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Affiliation(s)
- Sarah MacCarthy
- Behavioral and Policy Sciences, RAND Corporation, 1776 Main Street, Santa Monica, CA, USA.
| | - Zachary Wagner
- Economics, Sociology, Statistics, RAND Corporation, Santa Monica, CA, USA
| | | | | | | | | | - Stephen Okoboi
- Infectious Diseases Institute, Makerere University, Kampala, Uganda
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Demena BA, Artavia-Mora L, Ouedraogo D, Thiombiano BA, Wagner N. A Systematic Review of Mobile Phone Interventions (SMS/IVR/Calls) to Improve Adherence and Retention to Antiretroviral Treatment in Low-and Middle-Income Countries. AIDS Patient Care STDS 2020; 34:59-71. [PMID: 32049555 DOI: 10.1089/apc.2019.0181] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
The use of mobile health technologies (mHealth) to ameliorate HIV care has considerably risen in low- and middle-income countries (LMICs) since 2010. Yet, the discrepancies in the results of accompanying studies warrant an updated and systematic consolidation of all available evidence. We report a systematic review of studies testing whether text/image messages, interactive voice response reminders, or calls promote adherence and retention to antiretroviral therapy (ART) in LMICs. We systematically compiled studies published in English until June 2018 from PubMed/Medline, Web of Science, WHO database, ProQuest Dissertations and Theses, and manual search. We used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2009 and used frequency analysis to assess reported findings. In total, we compiled 35 published articles: 27 completed studies and 8 protocols. Among the main 27 studies, 17 examine adherence, 5 retention, and 5 both measures. Results indicate that 56% report positive and statistically significantly impacts of mHealth on primary outcomes, the remaining 44% report insignificant results. While 41% of studies found a positive and significant effect for adherence, only 12% improved retention. The evidence shows ambiguous results (with high variability) about the effectiveness of mobile phone-assisted mHealth interventions to boost adherence and retention to ART. The literature also points to short follow-up periods, small samples, and limited geographical coverage. Hence, future research should focus on evaluating longer interventions with more patients spread across wider areas to address whether mHealth can be effectively used in LMICs.
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Affiliation(s)
- Binyam Afewerk Demena
- Institute of Social Studies, Erasmus University Rotterdam, The Hague, The Netherlands
| | - Luis Artavia-Mora
- Institute of Social Studies, Erasmus University Rotterdam, The Hague, The Netherlands
| | - Dénis Ouedraogo
- Institut du Développement Rural, Université Nazi Boni (Former Université Polytechnique de Bobo-Dioulasso), Bobo-Dioulasso, Burkina Faso
| | - Boundia Alexandre Thiombiano
- Institut du Développement Rural, Université Nazi Boni (Former Université Polytechnique de Bobo-Dioulasso), Bobo-Dioulasso, Burkina Faso
| | - Natascha Wagner
- Institute of Social Studies, Erasmus University Rotterdam, The Hague, The Netherlands
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Harrington EK, Drake AL, Matemo D, Ronen K, Osoti AO, John-Stewart G, Kinuthia J, Unger JA. An mHealth SMS intervention on Postpartum Contraceptive Use Among Women and Couples in Kenya: A Randomized Controlled Trial. Am J Public Health 2019; 109:934-941. [PMID: 31067089 DOI: 10.2105/ajph.2019.305051] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Objectives. To assess the effect of 2-way short message service (SMS) with a nurse on postpartum contraceptive use among individual women and couples. Methods. From 2016 to 2017, we conducted a randomized controlled trial at 2 public hospitals in western Kenya. We assigned eligible pregnant women to receive 2-way SMS with a nurse or no SMS, with the option to include male partners. We delivered automated family planning-focused SMS messages weekly until 6 months postpartum. Women and men receiving SMS could interact with nurses via SMS. In intention-to-treat analysis, we compared highly effective contraceptive (HEC) use at 6 months postpartum between groups using the χ2 test. We used Poisson regression in adjusted analysis. Results. We randomized 260 women to 2-way SMS or control, and we enrolled 103 male partners. At 6 months postpartum, 69.9% women receiving SMS reported HEC use, compared with 57.4% in control (relative risk = 1.22; 95% confidence interval [CI] = 1.01, 1.47; P = .04). In analysis adjusted for baseline demographic differences, the adjusted relative risk for HEC use in the SMS group was 1.26 (95% CI = 1.04, 1.52; P = .02). Conclusions. Two-way SMS with a nurse, including optional male participation, increased postpartum contraceptive use. Trial Registration. ClinicalTrials.gov; identifier: NCT02781714.
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Affiliation(s)
- Elizabeth K Harrington
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Alison L Drake
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Daniel Matemo
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Keshet Ronen
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Alfred O Osoti
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Grace John-Stewart
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - John Kinuthia
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
| | - Jennifer A Unger
- Elizabeth K. Harrington and Jennifer A. Unger are with the Department of Obstetrics & Gynecology, University of Washington, Seattle. Alison L. Drake, Keshet Ronen, Grace John-Stewart, and Jennifer A. Unger are with the Department of Global Health, University of Washington, Seattle. Grace John-Stewart is also with the Departments of Medicine, Pediatrics, and Epidemiology, University of Washington, Seattle. Alfred O. Osoti is with the University of Nairobi, Nairobi, Kenya. Daniel Matemo and John Kinuthia are with the Kenyatta National Hospital, Nairobi, Kenya
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Wang Z, Zhu Y, Cui L, Qu B. Electronic Health Interventions to Improve Adherence to Antiretroviral Therapy in People Living With HIV: Systematic Review and Meta-Analysis. JMIR Mhealth Uhealth 2019; 7:e14404. [PMID: 31621641 PMCID: PMC6913542 DOI: 10.2196/14404] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 07/25/2019] [Accepted: 08/18/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Electronic health (eHealth) is increasingly used for self-management and service delivery of HIV-related diseases. With the publication of studies increasingly focusing on antiretroviral therapy (ART) adherence, this makes it possible to quantitatively and systematically assess the effectiveness and feasibility of eHealth interventions. OBJECTIVE The purpose of this review was to explore the effectiveness of eHealth interventions on improving ART adherence in people living with HIV. The effects of different intervention characteristics, participant characteristics, and study characteristics were also assessed. METHODS We systematically searched MEDLINE (via PubMed), EMBASE, the Cochrane Central Register of Controlled Trials, and 3 conference abstract databases using search terms related to HIV, ART, adherence, and eHealth interventions. We independently screened the studies, extracted the data, and assessed the study quality and then compared the information in pairs. Articles published in English that used randomized controlled trials to assess eHealth interventions to improve ART adherence of people living with HIV were identified. We extracted the data including study characteristics, participant characteristics, intervention characteristics, and outcome measures. The Cochrane risk-of-bias tool was used to assess the risk of bias and study overall quality. Odds ratios, Cohen d, and their 95% CIs were estimated using random-effects models. We also performed multiple subgroup analyses and sensitivity analyses to define any sources of heterogeneity. RESULTS Among 3941 articles identified, a total of 19 studies (including 21 trials) met the inclusion criteria. We found 8 trials from high-income countries and 13 trials from low- and middle-income countries. Furthermore, at baseline, the health status of participants in 14 trials was healthy. Of the trials included, 7 of 21 used personality content, 12 of 21 used a 2-way communication strategy, and 7 of 21 used medical content. In the pooled analysis of 3937 participants (mean age: 35 years; 47.16%, 1857/3937 females), eHealth interventions significantly improved the ART adherence of people living with HIV (pooled Cohen d=0.25; 95% CI 0.05 to 0.46; P=.01). The interventions were also correlated with improved biochemical outcomes reported by 11 trials (pooled Cohen d=0.25; 95% CI 0.11 to 0.38; P<.001). The effect was sensitive to sample size (Q=5.56; P=.02) and study duration (Q=8.89; P=.003), but it could not be explained by other moderators. The primary meta-analysis result was stable in the 3 sensitivity analyses. CONCLUSIONS Some of the eHealth interventions may be used as an effective method to increase the ART adherence of people living with HIV. Considering that most of the trials included a small sample size and were conducted for a short duration, these results should be interpreted with caution. Future studies need to determine the features of eHealth interventions to better improve ART adherence along with long-term effectiveness of interventions, effectiveness of real-time adherence monitoring, enhancement of study design, and influences on biochemical outcomes.
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Affiliation(s)
- Ziqi Wang
- School of Public Health, China Medical University, Shenyang, China
| | - Yaxin Zhu
- School of Public Health, China Medical University, Shenyang, China
| | - Liyuan Cui
- School of Medical Informatics, China Medical University, Shenyang, China
| | - Bo Qu
- School of Public Health, China Medical University, Shenyang, China
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Kruse C, Betancourt J, Ortiz S, Valdes Luna SM, Bamrah IK, Segovia N. Barriers to the Use of Mobile Health in Improving Health Outcomes in Developing Countries: Systematic Review. J Med Internet Res 2019; 21:e13263. [PMID: 31593543 PMCID: PMC6811771 DOI: 10.2196/13263] [Citation(s) in RCA: 163] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 04/15/2019] [Accepted: 06/25/2019] [Indexed: 01/08/2023] Open
Abstract
Background The use of mobile health (mHealth) technologies to improve population-level health outcomes around the world has surged in the last decade. Research supports the use of mHealth apps to improve health outcomes such as maternal and infant mortality, treatment adherence, immunization rates, and prevention of communicable diseases. However, developing countries face significant barriers to successfully implement, sustain, and expand mHealth initiatives to improve the health of vulnerable populations. Objective We aimed to identify and synthesize barriers to the use of mHealth technologies such as text messaging (short message service [SMS]), calls, and apps to change and, where possible, improve the health behaviors and health outcomes of populations in developing countries. Methods We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. Deriving search criteria from the review’s primary objective, we searched PubMed and CINAHL using an exhaustive terms search (eg, mHealth, text messaging, and developing countries, with their respective Medical Subject Headings) limited by publication date, English language, and full text. At least two authors thoroughly reviewed each article’s abstract to verify the articles were germane to our objective. We then applied filters and conducted consensus meetings to confirm that the articles met the study criteria. Results Review of 2224 studies resulted in a final group of 30 articles for analysis. mHealth initiatives were used extensively worldwide for applications such as maternal health, prenatal care, infant care, HIV/AIDS prevention, treatment adherence, cardiovascular disease, diabetes, and health education. Studies were conducted in several developing countries in Africa, Asia, and Latin America. From each article, we recorded the specific health outcome that was improved, mHealth technology used, and barriers to the successful implementation of the intervention in a developing country. The most prominent health outcomes improved with mHealth were infectious diseases and maternal health, accounting for a combined 20/30 (67%) of the total studies in the analysis. The most frequent mHealth technology used was SMS, accounting for 18/30 (60%) of the studies. We identified 73 individual barriers and grouped them into 14 main categories. The top 3 barrier categories were infrastructure, lack of equipment, and technology gap, which together accounted for 28 individual barriers. Conclusions This systematic review shed light on the most prominent health outcomes that can be improved using mHealth technology interventions in developing countries. The barriers identified will provide leaders of future intervention projects a solid foundation for their design, thus increasing the chances for long-term success. We suggest that, to overcome the top three barriers, project leaders who wish to implement mHealth interventions must establish partnerships with local governments and nongovernmental organizations to secure funding, leadership, and the required infrastructure.
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Affiliation(s)
- Clemens Kruse
- School of Health Administration, Texas State University, San Marcos, TX, United States
| | - Jose Betancourt
- School of Health Administration, Texas State University, San Marcos, TX, United States
| | - Stephanie Ortiz
- School of Health Administration, Texas State University, San Marcos, TX, United States
| | | | - Inderdeep Kaur Bamrah
- School of Health Administration, Texas State University, San Marcos, TX, United States
| | - Narce Segovia
- School of Health Administration, Texas State University, San Marcos, TX, United States
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MacCarthy S, Barreras JL, Mendoza-Graf A, Galvan F, Linnemayr S. Strategies for Improving Mobile Technology-Based HIV Prevention Interventions With Latino Men Who Have Sex With Men and Latina Transgender Women. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2019; 31:407-420. [PMID: 31550198 PMCID: PMC9207815 DOI: 10.1521/aeap.2019.31.5.407] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Mobile technology-based interventions show promise for conveying HIV prevention information to Latino men who have sex with men (LMSM) and Latina transgender women (LTGW); however, implementing such interventions can pose serious challenges. To understand how to adapt existing interventions for these populations, we conducted nine focus groups (N = 91 participants, 52 LMSM, 39 LTGW) in Los Angeles, California. We used a rapid assessment process to create narrative reports that we examined using thematic analysis to explore differences across sites and between LMSM and LTGW. Lessons learned: requiring smartphone use could diminish participation of poor participants; sending personalized messages on the same days and times can help participants anticipate receiving study information; working with community partners is essential for building trust; recognizing different language literacies and diverse countries of origin can improve the cultural competency of intervention materials. Addressing these challenges may enhance efforts to address the HIV prevention needs of these communities.
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Affiliation(s)
- Sarah MacCarthy
- Behavioral and Policy Sciences, RAND Corporation, Santa Monica, California
| | | | | | - Frank Galvan
- Bienestar Human Services, Inc., Los Angeles, California
| | - Sebastian Linnemayr
- Economics, Sociology, and Statistics, RAND Corporation, Santa Monica, California
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Morano JP, Clauson K, Zhou Z, Escobar-Viera CG, Lieb S, Chen IK, Kirk D, Carter WM, Ruppal M, Cook RL. Attitudes, Beliefs, and Willingness Toward the Use of mHealth Tools for Medication Adherence in the Florida mHealth Adherence Project for People Living With HIV (FL-mAPP): Pilot Questionnaire Study. JMIR Mhealth Uhealth 2019; 7:e12900. [PMID: 31271150 PMCID: PMC6636233 DOI: 10.2196/12900] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Revised: 03/31/2019] [Accepted: 05/25/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Antiretroviral (ART) adherence among people living with HIV (PLWH) continues to be a challenge despite advances in HIV prevention and treatment. Mobile health (mHealth) interventions are increasingly deployed as tools for ART adherence. However, little is known about the uptake and attitudes toward commercially available, biprogrammatic mobile apps (ie, designed for both smartphone and short message service [SMS] messaging) among demographically diverse PLWH. OBJECTIVES The Florida mHealth Adherence Project for PLWH (FL-mAPP) is an innovative pilot study that aimed to determine the acceptability of a commercially available, biprogrammatic mHealth intervention platform to ensure medication adherence and gauge the current attitudes of PLWH toward current and future mHealth apps. METHODS A predeveloped, commercially available, biprogrammatic mHealth platform (Care4Today Mobile Health Manager, Johnson & Johnson, New Brunswick, NJ) was deployed, with self-reported ART adherence recorded in the app and paper survey at both short term (30-day) or long-term (90-day) follow-ups. Consented participants completed baseline surveys on sociodemographics and attitudes, beliefs, and willingness toward the use of mHealth interventions for HIV care using a 5-point Likert scale. Chi-square tests and multivariate logistic regression analyses identified correlations with successful uptake of the mHealth platform. RESULTS Among 132 PLWH, 66% (n=87) initially agreed to use the mHealth platform, of which 54% (n=47) successfully connected to the platform. Of the 87 agreeing to use the mHealth platform, we found an approximate 2:1 ratio of persons agreeing to try the smartphone app (n=59) versus the SMS text messages (n=28). Factors correlating with mHealth uptake were above high school level education (adjusted odds ratio 2.65; P=.05), confidence that a clinical staff member would assist with mHealth app use (adjusted odds ratio 2.92, P=.048), belief that PLWH would use such an mHealth app (adjusted odds ratio 2.89; P=.02), and ownership of a smartphone in contrast to a "flip-phone" model (adjusted odds ratio 2.80; P=.05). Of the sample, 70.2% (n=92) reported daily interest in receiving medication adherence reminders via an app (80.4% users versus 64.7% nonusers), although not significantly different among the user groups (P=.06). In addition, 34.8% (n=16) of mHealth users reported a theoretical "daily" interest and 68.2% (n=58) of non-mHealth users reported no interest in using an mHealth app for potentially tracking alcohol or drug intake (P=.002). CONCLUSIONS This commercially available, biprogrammatic mHealth platform showed feasibility and efficacy for enhanced ART and medication adherence within public health clinics and successfully included older age groups. Successful use of the platform among demographically diverse PLWH is important for HIV implementation science and promising for uptake on a larger scale.
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Affiliation(s)
- Jamie P Morano
- Department of Infectious Diseases and International Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
- Clinical Research Unit, University of South Florida, Florida Department of Health - Hillsborough, Tampa, FL, United States
| | - Kevin Clauson
- Department of Pharmacy Practice, College of Pharmacy and Health Sciences, Lipscomb University, Nashville, TN, United States
| | - Zhi Zhou
- Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States
- Southern Alcohol HIV Research Consortium Center for Translational HIV Research, University of Florida, Gainesville, FL, United States
| | - César G Escobar-Viera
- Center for Research on Media, Technology, and Health - Health Policy Institute, University of Pittsburgh, Pittsburgh, PA, United States
| | - Spencer Lieb
- The AIDS Institute / Florida Consortium for HIV/AIDS Research, Tampa, FL, United States
| | - Irene K Chen
- Department of Infectious Diseases and International Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
- Clinical Research Unit, University of South Florida, Florida Department of Health - Hillsborough, Tampa, FL, United States
| | - David Kirk
- Clinical Research Unit, University of South Florida, Florida Department of Health - Hillsborough, Tampa, FL, United States
| | - Willie M Carter
- Immunology Clinical Research Unit, Florida Department of Health - Orange County, Orlando, FL, United States
| | - Michael Ruppal
- The AIDS Institute / Florida Consortium for HIV/AIDS Research, Tampa, FL, United States
| | - Robert L Cook
- Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States
- Southern Alcohol HIV Research Consortium Center for Translational HIV Research, University of Florida, Gainesville, FL, United States
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MacCarthy S, Mendoza-Graf A, Huang H, Mukasa B, Linnemayr S. Supporting Adolescents to Adhere (SATA): Lessons learned from an intervention to achieve medication adherence targets among youth living with HIV in Uganda. CHILDREN AND YOUTH SERVICES REVIEW 2019; 102:56-62. [PMID: 31223179 PMCID: PMC6586245 DOI: 10.1016/j.childyouth.2019.04.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Youth in Uganda are disproportionately impacted by HIV and report significant barriers to ART adherence. We asked participants how fixed versus flexible adherence target setting for incentive interventions, in combination with other support systems, could help HIV-positive youth in Uganda reach medication adherence targets. METHODS Four focus groups conducted in Luganda were audiotaped, transcribed, and translated into English; the transcriptions were then coded using Dedoose software. Two members of the research team read the text and identified the basic topics covered. A codebook was developed that detailed inclusion and exclusion criteria for each topic area, as well as typical entries for each code. A directed content analysis was used to identify key themes. RESULTS Several themes were common across groups. Participants consistently maintained that they preferred to set their own adherence targets. But regardless of how adherence targets were assigned, participants noted that missing their target was disappointing. They commented positively on the use of Medication Event Monitoring System (MEMS) caps, noting that knowing their adherence information was being tracked often encouraged them to take their medications. Participants reported that receiving text messages further motivated them to take their medications; however, on occasions when they reported not doing well, they wanted intensive follow-up by staff. Participants said that the prize drawing alone did not motivate their ART adherence and that receiving 'zero' in the drawing was disheartening. CONCLUSION We found that participants preferred to set their own adherence targets and that doing so increased a sense of ownership in achieving them. All participants enjoyed using MEMS caps and expressed disappointment at needing to return the device at the study's completion. Participants noted that text message reminders may be a useful way to help patients stay motivated between clinic visits; however, ongoing engagement and support are needed from providers and counselors. Finally, our participants stressed the importance of including incentives with a small, positive value rather than 0 when designing the lowest prize.
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Affiliation(s)
- Sarah MacCarthy
- RAND Corporation, Behavioral and Policy Sciences, 1776 Main Street, Santa Monica, CA USA
| | | | - Haijing Huang
- RAND Corporation, 1776 Main Street, Santa Monica, CA USA
| | - Barbara Mukasa
- Mildmay, Uganda, 12 Km Entebbe Road, Naziba Hill, Lweza, Kampala, Uganda
| | - Sebastian Linnemayr
- RAND Corporation, Economics, Sociology, and Statistics, 1776 Main Street, Santa Monica, CA USA
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Liduenha Vilas Boas V, Esteves de Oliveira Almeida L, Jardim Loures R, Coutinho Lopes Moura L, Moura MDA. Estratégias e barreiras na aderência a terapia antirretroviral. HU REVISTA 2019. [DOI: 10.34019/1982-8047.2018.v44.13955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
O principal objetivo do monitoramento de adesão a terapia antirretroviral (TARV) é manter os portadores do Vírus da Imunodefi ciência Humana (HIV) com carga viral indetectável. A adesão do paciente à TARV é um processo dinâmico, multifatorial que requer decisões compartilhadas e corresponsabilizadas entre ousuário do serviço, a equipe de saúde e a rede social de apoio, visando atender às singularidades socioculturais, melhorando a qualidade de vida dos pacientes com HIV. Existem vários nos métodos de avaliação da aderência disponíveis, com diferentes implicações para as práticas clínicas e de pesquisa, porém não está defi nido um método padrão-ouro. Tendo em vista que a efetividade da terapia depende diretamente do engajamento dos pacientes, o estudo visa expor, mediante revisão de literatura, as principais barreiras encontradas nesse contexto e as diversas estratégias utilizadas na prática clínica para promover a adesão integral dos indivíduos portadores de HIV ao tratamento.
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One-way SMS and healthcare outcomes in Africa: Systematic review of randomised trials with meta-analysis. PLoS One 2019; 14:e0217485. [PMID: 31170176 PMCID: PMC6553734 DOI: 10.1371/journal.pone.0217485] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 05/12/2019] [Indexed: 11/19/2022] Open
Abstract
Background The impact of one-way SMS on health outcomes in Africa is unclear. We aimed to conduct a systematic review of one-way SMS randomised trials in Africa and a meta-analysis of their effect on healthcare appointments attendance and medicine adherence. Methods PubMed, Embase, CENTRAL, The Global Health Library, ClinicalTrials.gov, ICTRP, and PACTR were searched for published and unpublished trials in Africa without language restriction (up to April 2018). Trials reporting effect estimates on healthcare appointment attendance and medicine adherence were assessed for risk of bias and included in meta-analyses using random-effects models. Other outcomes were reported descriptively. The protocol is registered in PROSPERO, ID:CRD42018081062. Results We included 38 one-way SMS trials conducted in Africa within a broad range of clinical conditions. Eighteen trials were included in the meta-analyses, and four were assessed as overall low risk of bias. One-way SMS improved appointment attendance, OR:2·03; 95% CI:1·40–2·95 (12 trials, 6448 participants), but not medicine adherence, RR:1·10; 95% CI:0·98–1·23 (nine trials, 4213 participants). Subgroup analyses showed that one-way SMS had the highest impact on childhood immunization attendance, OR:3·69; 95% CI:1·67–8·13 (three trials, 1943 participants). There was no clear evidence of one-way SMS improving facility delivery, knowledge level (reproductive/antenatal health, hypertension), diabetes- and hypertension management. Conclusion In an African setting, the clinical effect of one-way SMS is uncertain except for appointment attendance where the effect seems to vary depending on which clinical condition it is used in.
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Casale M, Carlqvist A, Cluver L. Recent Interventions to Improve Retention in HIV Care and Adherence to Antiretroviral Treatment Among Adolescents and Youth: A Systematic Review. AIDS Patient Care STDS 2019; 33:237-252. [PMID: 31166783 PMCID: PMC6588099 DOI: 10.1089/apc.2018.0320] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Adolescents represent a growing proportion of people living with HIV worldwide and the highest risk population group for treatment attrition and AIDS-related mortality. There is an urgent need to design, implement, and test interventions that keep young people in HIV treatment and care. However, previous systematic reviews show scarce and inconclusive evidence of effective interventions for this age group. Recent years have seen an increase in focus on adolescent health and a rapidly changing programmatic environment. This systematic review article provides an evidence update by synthesizing empirical evaluations of interventions designed to improve antiretroviral therapy adherence and retention among adolescents (10-19) and youth (15-24) living with HIV, published between January 2016 and June 2018. A search of 11 health and humanities databases generated 2425 citations and 10 relevant studies, the large majority conducted in sub-Saharan Africa. These include six clinic-level interventions, one individual-level m-Health trial, and three community- or household-level interventions. Implications of their findings for future programming and research with young adults are discussed, in relation to previous reviews and the broader empirical evidence in this area. Findings highlight the need to further develop and test multi-faceted interventions that go beyond health facilities, to address broader social barriers to adherence and retention. In particular, further intervention studies with adolescents (10-19) should be a priority, if we are to retain these young people in treatment and care and aspire to achieve the United Nation's Sustainable Development Goals and 90-90-90 targets.
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Affiliation(s)
- Marisa Casale
- Department of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom
- School of Public Health, University of the Western Cape, Cape Town, South Africa
| | - Anna Carlqvist
- Department of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom
| | - Lucie Cluver
- Department of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
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Abstract
PURPOSE OF REVIEW Multiple reviews have examined eHealth/mHealth interventions to address treatment adherence, including those focusing on youth living with HIV (YLWH). This review synthesizes results of prior reviews and recent studies (last 5 years) to provide a path forward for future research, acknowledging both lessons learned and gaps to be addressed. RECENT FINDINGS Recent studies provide further evidence for the feasibility and acceptability of technology-based HIV interventions. Formative research of more comprehensive smartphone applications and pilot studies of computer-delivered interventions provide additional guidance on YLWH's preferences for intervention components and show promising preliminary efficacy for impacting treatment adherence. Expanding access to technology among YLWH, in the United States (US) and globally, supports the continued focus on eHealth/mHealth interventions as a means to reduce disparities in clinical outcomes. Future research should lend greater focus to implementation and scale-up of interventions through the use of adaptive treatment strategies that include costing analyses, measuring and maximizing engagement, fostering information sharing between researchers, and building upon sustainable platforms.
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Linnemayr S, MacCarthy S, Wagner Z, Barreras JL, Galvan FH. Using Behavioral Economics to Promote HIV Prevention for Key Populations. JOURNAL OF AIDS & CLINICAL RESEARCH 2018; 9:780. [PMID: 30906621 PMCID: PMC6428081 DOI: 10.4172/2155-6113.1000780] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In this short communication, we discuss some key behavioral economic (BE) biases that likely minimize HIV prevention efforts, explore why certain key populations such as men who have sex with men or transgender women-may be more likely to succumb to these biases, and suggest how incentives informed by BE can support these populations in their effort to remain HIV-negative. Based on our formative work in an ongoing study, we discuss two important insights regarding the use of incentives to inform future HIV prevention efforts. First, participants often expressed more excitement for prizes that were viewed as fun (e.g., movie gift cards) or luxurious (e.g., cosmetics gift cards) rather than necessities (e.g., grocery store gift cards) of the same financial value and suggests that including an element of fun can be a powerful tool for incentivizing safe HIV-related behavior. Second, participants preferred not to be "paid" to display health behaviors, indicating the way incentives are given out (and perceived) is central to their success. Going forward, a BE perspective can help improve the impact of incentives - and increase their cost-effectiveness by carefully adapting them to the preferences of their recipients.
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MacCarthy S, Saya U, Samba C, Birungi J, Okoboi S, Linnemayr S. "How am I going to live?": exploring barriers to ART adherence among adolescents and young adults living with HIV in Uganda. BMC Public Health 2018; 18:1158. [PMID: 30286746 PMCID: PMC6172755 DOI: 10.1186/s12889-018-6048-7] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 09/19/2018] [Indexed: 11/10/2022] Open
Abstract
Background Studies from sub-Saharan Africa (SSA) document how barriers to ART adherence present additional complications among adolescents and young adults living with HIV. We qualitatively explored barriers to ART adherence in Uganda among individuals age 14–24 to understand the unique challenges faced by this age group. Methods We conducted focus group (FG) discussions with Community Advisory Board members (n = 1), health care providers (n = 2), and male and female groups of adolescents age 14–17 (n = 2) and youth age 18–24 (n = 2) in Kampala, Uganda. FGs were transcribed verbatim and translated from Luganda into English. Two investigators independently reviewed all transcripts, developed a detailed codebook, achieved a pooled Cohen’s Kappa of 0.79 and 0.80, and used a directed content analysis to identify key themes. Results Four barriers to ART adherence emerged: 1) poverty limited adolescents’ ability to buy food and undercut efforts to become economically independent in their transition from adolescence to adulthood; 2) school attendance limited their privacy, further disrupting ART adherence; 3) family support was unreliable, and youth often struggled with a constant change in guardianship because they had lost their biological parents to HIV. In contrast peer influence, especially among HIV-positive youth, was strong and created an important network to support ART adherence; 4) the burden of taking multiple medications daily frustrated youth, often leading to so-called ‘drug holidays.’ Adolescent and youth-specific issues around disclosure emerged across three of the four barriers. Conclusions To be effective, programs and policies to improve ART adherence among youth in Uganda must address the special challenges that adolescents and young adults confront in achieving optimal adherence. For example, training on budgeting and savings practices could help promote their transition to financial independence. School staff could develop strategies to help students take their medications consistently and confidentially. While challenging to extend the range of services provided by HIV clinics, successful efforts will require engaging the family, peers, and larger community of health and educational providers to support adolescents and young adults living with HIV to live longer and healthier lives. Trial registration ClinicalTrials.gov Identifier: NCT02514356. Registered August 3, 2015.
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Affiliation(s)
- Sarah MacCarthy
- RAND Corporation, Behavioral and Policy Sciences, 1776 Main Street, Santa Monica, CA, USA.
| | - Uzaib Saya
- Pardee RAND Graduate School, 1776 Main Street, Santa Monica, CA, USA
| | - Clare Samba
- TASO Uganda, Old Mulago Complex, Kampala, P.O.Box 10443, Kampala, Uganda
| | - Josephine Birungi
- TASO Uganda, Old Mulago Complex, Kampala, P.O.Box 10443, Kampala, Uganda.,Old Mulago Complex, Kampala P.O.Box 10443, Kampala, Uganda
| | - Stephen Okoboi
- Infectious Diseases Institute, Makerere University, Kampala, Uganda
| | - Sebastian Linnemayr
- RAND Corporation, Economics, Sociology, and Statistics, 1776 Main Street, Santa Monica, CA, USA
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Abstract
Although it has been widely acknowledged for more than two decades that transition from pediatric to adult care is a vulnerable time for adolescents and young adults with rheumatic diseases, current primary and subspecialty care transition and transfer processes remain inadequate. Barriers to improving transition include complex health care systems, neurodevelopmental challenges of adolescents and young adults, and insufficient transition-related education and resources for health care providers. Standardized, evidence-based transition interventions are sorely needed to establish best practices. Quality improvement approaches such as the Six Core Elements of Health Care Transition offer opportunities to improve transition care for teens and young adults.
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Schwebel FJ, Larimer ME. Using text message reminders in health care services: A narrative literature review. Internet Interv 2018; 13:82-104. [PMID: 30206523 PMCID: PMC6112101 DOI: 10.1016/j.invent.2018.06.002] [Citation(s) in RCA: 128] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 06/19/2018] [Accepted: 06/19/2018] [Indexed: 02/08/2023] Open
Abstract
INTRODUCTION Despite the extensive use of mHealth behavior change interventions, questions remain about the use of technology-based reminders in delivering health care services. Text messaging, or short message service (SMS), is one reminder method that has been extensively researched. Most SMS-reminder research is distributed across a range of health care outcomes. The aim of this article is to systematically review the aggregate impact of these reminders on overall health care outcomes. METHODS A systematic literature review was conducted and yielded 2316 articles. Studies were included if they used SMS reminders to support patient health care outcomes. Study methodology was aligned with the PRISMA guidelines for systematic reviews. RESULTS Following screening, 162 articles met inclusion criteria. Of these studies, 93 investigated medical compliance reminders and 56 investigated appointment reminders. The review found that nearly all the SMS-reminder studies helped improve patient medical compliance and appointment reminders. Additionally, researchers reported numerous benefits from using SMS reminders, including ease of use, relative inexpensiveness, and rapid and automated message delivery. Minimal risks were reported and most participants found the reminders to be acceptable. DISCUSSION Text messages appear to be an effective reminder mechanism to promote improved patient appointment and medical compliance. Reminders should continue to be evaluated and improved to determine the most effective timing and frequency of messages for improving outcomes.
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Affiliation(s)
- Frank J. Schwebel
- University of Washington, Department of Psychology, 119A Guthrie Hall Box 351525, Seattle, WA 98195-1525, United States of America,Corresponding author.
| | - Mary E. Larimer
- University of Washington, Department of Psychology, 119A Guthrie Hall Box 351525, Seattle, WA 98195-1525, United States of America,University of Washington, Department of Psychiatry and Behavioral Sciences, 1100 NE 45th, Suite 300, Office 312, Box 354944, Seattle, WA 98105, United States of America
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Quintana Y, Gonzalez Martorell EA, Fahy D, Safran C. A Systematic Review on Promoting Adherence to Antiretroviral Therapy in HIV-infected Patients Using Mobile Phone Technology. Appl Clin Inform 2018; 9:450-466. [PMID: 29925099 DOI: 10.1055/s-0038-1660516] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE Adherence to antiretroviral therapy (ART) is paramount to successful long-term suppression of human immunodeficiency virus (HIV). For poorly adherent patients with HIV, barriers to remaining adherent may be overcome by the implementation of targeted interventions delivered via mobile devices. This systematic review is focused specifically on mobile phone technologies to deliver adherence interventions in HIV/acquired immunodeficiency syndrome (AIDS) populations. METHODS This review (PROSPERO #CRD42017065131) systematically extracted data from published literature from five databases on mobile phone interventions to improve adherence to ART for HIV. The reported studies had been conducted between 2007 and 2017. Risk of bias was assessed using the Cochrane method ranking each criterion as low, high, or unclear risk of bias. RESULTS Of the 835 articles returned, we identified 26 randomized controlled trials (RCTs), retrospective and prospective cohort trials, or mixed method studies with a comparison group that fit criteria for inclusion. No standard measure of adherence was consistent throughout the examined studies, and assessments by self-report, pill counting, and medication event monitoring system (MEMS) were utilized. The studies reported mixed results, with 17 reporting significant improvements to adherence, 3 reporting improvements without supplying p-values, and 6 reporting no significant change or a reduction in adherence. CONCLUSION The mixed nature of the results exemplifies the need for more comprehensive approaches and larger scale trials to confirm results observed in limited cohort sizes. To better retain satisfactory adherence within the HIV population, and especially in low-resource settings, we recommend that future interventions incorporate multiple strategies: mobile-based reminders, social support structures, and personalized content.
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Affiliation(s)
- Yuri Quintana
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States.,Harvard Medical School, Boston, Massachusetts, United States
| | | | - Darren Fahy
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
| | - Charles Safran
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States.,Harvard Medical School, Boston, Massachusetts, United States
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Musiimenta A, Atukunda EC, Tumuhimbise W, Pisarski EE, Tam M, Wyatt MA, Ware NC, Haberer JE. Acceptability and Feasibility of Real-Time Antiretroviral Therapy Adherence Interventions in Rural Uganda: Mixed-Method Pilot Randomized Controlled Trial. JMIR Mhealth Uhealth 2018; 6:e122. [PMID: 29773527 PMCID: PMC5981052 DOI: 10.2196/mhealth.9031] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Revised: 01/11/2018] [Accepted: 03/19/2018] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Wireless electronic adherence monitors can detect antiretroviral therapy (ART) adherence lapses and trigger interventions in real time, thus potentially avoiding unnecessary HIV viremia. Evidence about the acceptability and feasibility of these monitors and associated interventions, however, is limited. OBJECTIVE The aim of this study was to assess the acceptability and feasibility of real-time adherence monitoring linked to text messaging (short message service, SMS) reminders and notifications to support adherence among individuals living with HIV who are taking ART in rural southwestern Uganda. METHODS Individuals living with HIV who were initiating ART were enrolled in a pilot randomized controlled trial and followed up for 9 months. Participants received a real-time adherence monitor and were randomized to one of the following study arms: (1) scheduled SMS, (2) SMS triggered by missed or delayed doses, or (3) no SMS. SMS notifications were also sent to 45 patient-identified social supporters for sustained adherence lapses in the scheduled SMS and triggered SMS arms. Study participants and social supporters participated in qualitative semistructured in-depth interviews on acceptability and feasibility of this technology. An inductive, content analytic approach, framed by the unified theory of acceptance and use of technology model, was used to analyze qualitative data. Quantitative feasibility data, including device functionality and SMS tracking data, were recorded based upon device metrics collected electronically and summarized descriptively. RESULTS A total of 63 participants participated in the study. Participants reported that real-time monitoring intervention linked to SMS reminders and notifications are generally acceptable; the predominant feedback was perceived utility-the intervention was beneficial in motivating and reminding patients to take medication, as well as enabling provision of social support. The intervention was found to be technically feasible, as data were obtained from most participants as expected most of the time. Potential challenges included the impact of the technology on confidentiality, shared phone ownership, usability skills, and availability of electricity. CONCLUSIONS Real-time adherence monitoring integrated with SMS reminders and social support notifications is a generally acceptable (based primarily on perceived utility) and feasible intervention in a resource-limited country. Future efforts should focus on optimized device design, user training to overcome the challenges we encountered, cost effectiveness studies, as well as studying the monitoring aspect of the device without accompanying interventions. TRIAL REGISTRATION ClinicalTrials.gov NCT01957865; https://clinicaltrials.gov/ct2/show/NCT01957865 (Archived by WebCite at http://www.webcitation.org/6zFiDlXDa).
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Affiliation(s)
| | | | | | | | - Melanie Tam
- Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Monique A Wyatt
- Harvard Medical School, Boston, MA, United States
- Harvard Global, Cambridge, MA, United States
| | - Norma C Ware
- Harvard Medical School, Boston, MA, United States
| | - Jessica E Haberer
- Harvard Medical School and Massachusetts General Hospital, Boston, MA, United States
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