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Wang B, Janamnuaysook R, MacDonell K, Rongkavilit C, Schieber E, Naar S, Phanuphak N. Adapting Effective mHealth Interventions to Improve Uptake and Adherence to HIV Pre-Exposure Prophylaxis Among Thai Young Men Who Have Sex With Men: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e46435. [PMID: 37665622 PMCID: PMC10507518 DOI: 10.2196/46435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 05/01/2023] [Accepted: 05/05/2023] [Indexed: 09/05/2023] Open
Abstract
BACKGROUND Young men who have sex with men (YMSM) are the fastest-growing HIV-positive population worldwide. Thailand has the highest adult HIV seroprevalence in Asia; over 25% of men having sex with men in Bangkok are HIV positive. Pre-exposure prophylaxis (PrEP) is an efficacious HIV prevention strategy recommended for all at-risk individuals. PrEP is highly effective when taken as prescribed, but PrEP utilization rate has been low, and adherence is often inadequate. OBJECTIVE We propose to develop and pilot a multicomponent, technology-based intervention to promote motivation to begin PrEP ("uptake") and sustained adherence to PrEP among HIV-negative Thai YMSM. We will adapt an existing 2-session technology-delivered, motivational interviewing-based intervention to focus on PrEP use in YMSM in Thailand. The resulting intervention is called the Motivational Enhancement System for PrEP Uptake and Adherence (MES-PrEP). We will also develop motivational text messaging (MTM) to send two-way motivational messages to promote PrEP use. METHODS The proposed study includes 3 phases. Phase 1 includes in-depth interviews with HIV-negative Thai YMSM and providers to explore barriers and facilitators of PrEP initiation and adherence, aiming to inform intervention content. Phase 2 consists of adapting and beta-testing MES-PrEP and MTM for functionality and feasibility using a youth advisory board of Thai YMSM. In Phase 3, we will conduct a pilot randomized controlled trial to evaluate the feasibility, acceptability, and preliminary efficacy of MES-PrEP and MTM to increase PrEP uptake and adherence among Thai YMSM. A total of 60 HIV-negative Thai YMSM who have not started PrEP and 60 YMSM who are on PrEP but not adherent to it will be randomized 2:1 to receive MES-PrEP and MTM (n=40) or standard PrEP counseling (n=20). The feasibility and acceptability of the intervention will be assessed through usage patterns and the System Usability Scale. The preliminary impact will be assessed by evaluating the proportion of PrEP initiation and level of adherence to PrEP. Participants will complete the assessments at baseline and at 1-, 3-, and 6-month postintervention. Biomarkers of adherence to PrEP and biomarkers of HIV and sexually transmitted infections will be collected. RESULTS Recruitment for this study began in January 2022 for phase 1. Qualitative interviews were completed with 30 YMSM and 5 clinical providers in May 2022. Phase 3, the pilot feasibility and acceptability trial, began in July 2023. Upon project completion, we shall have developed a highly innovative mobile health intervention to support YMSM using PrEP, which will be ready for testing in a larger efficacy trial. CONCLUSIONS This study addresses a critical problem (ie, high HIV incidence and low PrEP use) among Thai YMSM. We are developing 2 potentially synergistic technology-based, theory-driven interventions aimed at maximizing PrEP use. The proposed project has the potential to make significant contributions to advancing HIV prevention research and implementation science. TRIAL REGISTRATION ClinicalTrials.gov NCT05243030; https://clinicaltrials.gov/ct2/show/NCT05243030. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/46435.
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Affiliation(s)
- Bo Wang
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Rena Janamnuaysook
- Institute of HIV Research and Innovation, Center of Excellence in Transgender Health, Chulalongkorn University, Bangkok, Thailand
| | - Karen MacDonell
- Center for Translational Behavioral Research, Florida State University, Tallahassee, FL, United States
| | - Chokechai Rongkavilit
- Department of Pediatrics, University of California San Francisco Fresno Branch Campus, Fresno, CA, United States
| | - Elizabeth Schieber
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Sylvie Naar
- Center for Translational Behavioral Research, Florida State University, Tallahassee, FL, United States
| | - Nittaya Phanuphak
- Institute of HIV Research and Innovation, Center of Excellence in Transgender Health, Chulalongkorn University, Bangkok, Thailand
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Xu X, Fairley CK, Chow EPF, Lee D, Aung ET, Zhang L, Ong JJ. Using machine learning approaches to predict timely clinic attendance and the uptake of HIV/STI testing post clinic reminder messages. Sci Rep 2022; 12:8757. [PMID: 35610227 PMCID: PMC9128330 DOI: 10.1038/s41598-022-12033-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 04/07/2022] [Indexed: 11/09/2022] Open
Abstract
Timely and regular testing for HIV and sexually transmitted infections (STI) is important for controlling HIV and STI (HIV/STI) among men who have sex with men (MSM). We established multiple machine learning models (e.g., logistic regression, lasso regression, ridge regression, elastic net regression, support vector machine, k-nearest neighbour, naïve bayes, random forest, gradient boosting machine, XGBoost, and multi-layer perceptron) to predict timely (i.e., within 30 days) clinic attendance and HIV/STI testing uptake after receiving a reminder message via short message service (SMS) or email). Our study used 3044 clinic consultations among MSM within 12 months after receiving an email or SMS reminder at the Melbourne Sexual Health Centre between April 11, 2019, and April 30, 2020. About 29.5% [899/3044] were timely clinic attendance post reminder messages, and 84.6% [761/899] had HIV/STI testing. The XGBoost model performed best in predicting timely clinic attendance [mean [SD] AUC 62.8% (3.2%); F1 score 70.8% (1.2%)]. The elastic net regression model performed best in predicting HIV/STI testing within 30 days [AUC 82.7% (6.3%); F1 score 85.3% (1.8%)]. The machine learning approach is helpful in predicting timely clinic attendance and HIV/STI re-testing. Our predictive models could be incorporated into clinic websites to inform sexual health care or follow-up service.
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Affiliation(s)
- Xianglong Xu
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Eric P F Chow
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - David Lee
- Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Ei T Aung
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Lei Zhang
- Central Clinical School, Monash University, Melbourne, Australia. .,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia. .,China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, Shaanxi, China. .,Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
| | - Jason J Ong
- Central Clinical School, Monash University, Melbourne, Australia. .,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia. .,Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
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Jimenez G, Lum E, Huang Z, Theng YL, Boehm BO, Car J. Reminders for medication adherence in Type 2 diabetes management apps. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2020. [DOI: 10.1002/jppr.1595] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Geronimo Jimenez
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine Nanyang Technological University Singapore Singapore
| | - Elaine Lum
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine Nanyang Technological University Singapore Singapore
- Institute of Health and Biomedical Innovation, School of Clinical Sciences, Faculty of Health Queensland University of Technology Brisbane Australia
| | - Zhilian Huang
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine Nanyang Technological University Singapore Singapore
- NTU Institute for Health Technologies Nanyang Technological University Singapore Singapore
| | - Yin Leng Theng
- Ageing Research Institute for Society and Education Nanyang Technological University Singapore Singapore
- Centre of Healthy and Sustainable Cities, Wee Kim Wee School of Communication and Information Nanyang Technological University Singapore Singapore
| | - Bernard O. Boehm
- NTU Institute for Health Technologies Nanyang Technological University Singapore Singapore
- Lee Kong Chian School of Medicine Nanyang Technological University Singapore Singapore
| | - Josip Car
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine Nanyang Technological University Singapore Singapore
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Dworkin MS, Panchal P, Wiebel W, Garofalo R, Jimenez A, Haberer JE. Experience with antiretroviral electronic adherence monitoring among young African American men who have sex with men living with HIV: findings to inform a triaged real-time alert intervention. AIDS Care 2020; 32:1092-1101. [PMID: 31941360 DOI: 10.1080/09540121.2020.1713975] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
We performed a pilot study among young African-American men who have sex with men (AAMSM) of real-time electronic adherence monitoring (EAM) in Chicago to explore acceptability and feasibility of EAM and to inform intervention development. We recruited 40 young AAMSM living with HIV on ART to participate in up to 3 months of monitoring with the Wisepill device. Participants were interviewed at baseline, in response to the first true adjudicated 1-dose, 3-day, and 7-day misses, and at the end of monitoring. Reasons for missing doses and the acceptability and feasibility of electronic monitoring were assessed using mixed methods. The median participant observation time was 90 days (N = 40). For 21 participants with 90 days of follow-up, <90% and <80% adherence occurred in 82% and 79%, respectively in at least one of their monitored months (n = 63 monitored months). The participants generally found the proposed intervention acceptable and useful. Although seven participants said the device attracted attention, none said it led to disclosure of their HIV status. This study found real-time EAM to be generally acceptable and feasible among YAAMSM living with HIV in Chicago. Future work will develop a triaged real-time EAM intervention including text alerts following detection of nonadherence.
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Affiliation(s)
- Mark S Dworkin
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Palak Panchal
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Wayne Wiebel
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Robert Garofalo
- Department of Pediatrics, Northwestern University/Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Antonio Jimenez
- Community Outreach Intervention Projects, University of Illinois at Chicago School of Public Health, Chicago, IL, USA
| | - Jessica E Haberer
- Massachusetts General Hospital Center for Global Health, Boston, MA, USA
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Pérez-Sánchez IN, Candela Iglesias M, Rodriguez-Estrada E, Reyes-Terán G, Caballero-Suárez NP. Design, validation and testing of short text messages for an HIV mobile-health intervention to improve antiretroviral treatment adherence in Mexico. AIDS Care 2019; 30:37-43. [PMID: 30235937 DOI: 10.1080/09540121.2018.1524115] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Mobile Health (mHealth) interventions have become effective strategies to increase adherence to antiretroviral treatment (ART) in people living with HIV (PLWH). mHealth interventions use phone calls, e-mails, smartphone apps or short text messages (SMS) as reminders of medical appointments or ART adherence. SMS are a highly accepted mHealth strategy. Systematized processes to validate SMS tailored to end-user preferences are required to increase the effectiveness of mHealth interventions. We describe a structured approach to develop a set of SMS tailored to Mexican HIV+ individuals, focused on improving ART adherence and healthcare appointments. The process included three sequential phases: SMS design by HIV-healthcare professionals, validation by expert referees, and testing by PLWH. A set of 108 SMS in four categories (motivational self-healthcare messages, ART-collection, medical and laboratory-appointment reminders) was designed. Expert referees assessed 94.5% of messages as adequate, 65.7% as useful. Seventy-one SMS were further tested by PLWH, who considered 100% of SMS to be understandable and 57.7% useful. SMS had adequate intra-judge agreement scores for clarity and acceptability (ICC-2 = .08-.49). Qualitative feedback from expert referees and PLWH was incorporated into SMS. A final set of 41 highest-rated SMS was obtained. Careful validation of SMS could increase the effectiveness of mHealth interventions.
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Affiliation(s)
- Ivonne Nalliely Pérez-Sánchez
- a Consejo Nacional de Ciencia y Tecnología (CONACYT, National Council of Science and Technology) , Mexico City , Mexico.,b Departamento de Investigación en Enfermedades Infecciosas , Center of Research in infectious Diseases (CIENI) del Instituto Nacional de Enfermedades Respiratorias (INER, National Institute of Respiratory Diseases) , Mexico City , Mexico
| | - María Candela Iglesias
- b Departamento de Investigación en Enfermedades Infecciosas , Center of Research in infectious Diseases (CIENI) del Instituto Nacional de Enfermedades Respiratorias (INER, National Institute of Respiratory Diseases) , Mexico City , Mexico
| | - Evelyn Rodriguez-Estrada
- b Departamento de Investigación en Enfermedades Infecciosas , Center of Research in infectious Diseases (CIENI) del Instituto Nacional de Enfermedades Respiratorias (INER, National Institute of Respiratory Diseases) , Mexico City , Mexico
| | - Gustavo Reyes-Terán
- b Departamento de Investigación en Enfermedades Infecciosas , Center of Research in infectious Diseases (CIENI) del Instituto Nacional de Enfermedades Respiratorias (INER, National Institute of Respiratory Diseases) , Mexico City , Mexico
| | - Nancy Patricia Caballero-Suárez
- b Departamento de Investigación en Enfermedades Infecciosas , Center of Research in infectious Diseases (CIENI) del Instituto Nacional de Enfermedades Respiratorias (INER, National Institute of Respiratory Diseases) , Mexico City , Mexico
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Kerrigan A, Kaonga NN, Tang AM, Jordan MR, Hong SY. Content guidance for mobile phones short message service (SMS)-based antiretroviral therapy adherence and appointment reminders: a review of the literature. AIDS Care 2019; 31:636-646. [PMID: 30497271 PMCID: PMC6408301 DOI: 10.1080/09540121.2018.1549723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 11/06/2018] [Indexed: 10/27/2022]
Abstract
Mobile phones are increasingly being used to support health activities, including the care and management of people living with HIV/AIDS. Short message service (SMS) has been explored as a means to optimize and support behaviour change. However, there is minimal guidance on messaging content development. The purpose of this review was to inform the content of SMS messages for mobile health (mHealth) initiatives designed to support anti-retroviral therapy adherence and clinic appointment keeping in resource-limited settings. PubMed, OvidMedline, Google Scholar, K4Health's mHealth Evidence database, the mHealth Working Group project resource, and Health COMpass were searched. A request to online communities for recommendations on message content was also made. 1010 unique sources were identified, of which 51 were included. The information was organized into three categories: pre-message development, message development, and security and privacy. Fifteen of the publications explicitly provided their message content. Important lessons when developing the content of SMS were: (1) conducting formative research; (2) grounding content in behaviour change theory; and (3) reviewing proposed content with experts. Best practices exist for developing message content for behaviour change. Efforts should be continued to apply lessons learned from the existing literature to inform mHealth initiatives supporting HIV/AIDS care and treatment.
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Affiliation(s)
- Andrew Kerrigan
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Nadi N. Kaonga
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
- Tufts University Clinical and Translational Science Institute, Boston, MA, USA
| | - Alice M. Tang
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Michael R. Jordan
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA, USA
| | - Steven Y. Hong
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA, USA
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7
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Rawat S, Wilkerson JM, Lawler SM, Patankar P, Rosser BRS, Shukla K, Butame S, Ekstrand ML. Recommendations for the Development of a Mobile HIV Prevention Intervention for Men Who Have Sex With Men and Hijras in Mumbai: Qualitative Study. JMIR Public Health Surveill 2018; 4:e46. [PMID: 29724705 PMCID: PMC5958284 DOI: 10.2196/publichealth.9088] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 02/17/2018] [Accepted: 03/17/2018] [Indexed: 11/13/2022] Open
Abstract
Background As Internet and mobile phone use expands in India, there is an opportunity to develop mobile health (mHealth) interventions for marginalized populations, including men who have sex with men (MSM) and hijras (transgender women), hesitant to access traditional health care systems. Objective The purpose of this study was to determine if an mHealth intervention was acceptable to MSM and hijras living in Mumbai, and if so, what features would be useful in targeting the prevention of HIV acquisition and to increase the quality of life among persons living with HIV/AIDS. Methods Data from 4 focus groups with MSM and interviews with 4 hijras, 10 health service providers, and 8 mHealth developers were thematically analyzed. Results Once the need for an mHealth intervention was confirmed, comments about features were organized into 3 themes: content, interface, and retention. Content subthemes included providing sex education for younger community members, providing information about STIs, and providing information and social support for persons living with HIV. Interface subthemes included presenting content using pictures; using videos to present stories of role models; using push notifications for testing, appointment, and medication reminders; using geolocation to link to just-in-time services; and using telemedicine to increase access to health service providers and community services. The 5 retention subthemes included keeping it fun, using gaming mechanics, developing content in regional languages, protecting confidentiality, and linking to social networking apps. Conclusions These findings may help inform mHealth development in India.
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Affiliation(s)
| | - J Michael Wilkerson
- School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sylvia M Lawler
- School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, United States
| | | | - B R Simon Rosser
- School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Kanjani Shukla
- Minnesota Department of Health, Minneapolis, MN, United States
| | - Seyram Butame
- School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Maria L Ekstrand
- University of California San Francisco Center for AIDS Prevention Studies, San Francisco, CA, United States
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Ossemane EB, Moon TD, Were MC, Heitman E. Ethical issues in the use of SMS messaging in HIV care and treatment in low- and middle-income countries: case examples from Mozambique. J Am Med Inform Assoc 2018; 25:423-427. [PMID: 29088384 PMCID: PMC5885800 DOI: 10.1093/jamia/ocx123] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 09/27/2017] [Accepted: 10/04/2017] [Indexed: 11/14/2022] Open
Abstract
The introduction of mobile communication technologies in health care in low- and middle-income countries offers an opportunity for increased efficiencies in provision of care, improved utilization of scarce resources, reductions in workload, and increased reach of services to a larger target population. Short message service (SMS) technologies offer promise, with several large-scale SMS-based implementations already under way. Still largely lacking in the research literature are evaluations of specific ethical issues that arise when SMS programs are implemented and studied in resource-limited settings. In this paper, we examine the ethical issues raised by the deployment of SMS messaging to support patient retention in HIV care and treatment and in the research conducted to evaluate that deployment. We use case studies that are based in Mozambique and ground our discussion in the ethical framework for international research proposed by Emanuel et al., highlighting ethical considerations needed to guide the design and implementation of future SMS-based interventions. Such guidance is increasingly needed in countries such as Mozambique, where the local capacity for ethical study design and oversight is still limited and the scale-up and study of mHealth initiatives are still driven predominantly by international collaborators. These issues can be complex and will need ongoing attention on a case-by-case basis to ensure that appropriate protections are in place, while simultaneously maximizing the potential benefit of new mHealth technologies.
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Affiliation(s)
| | - Troy D Moon
- Vanderbilt Institute for Global Health, Nashville, TN, USA
- Department of Pediatrics, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Martin C Were
- Vanderbilt Institute for Global Health, Nashville, TN, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Elizabeth Heitman
- Vanderbilt Institute for Global Health, Nashville, TN, USA
- Program on Ethics in Science and Medicine, University of Texas Southwestern, Dallas, TX, USA
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Brown W, Giguere R, Sheinfil A, Ibitoye M, Balan I, Ho T, Brown B, Quispe L, Sukwicha W, Lama JR, Carballo-Diéguez A, Cranston RD. Challenges and solutions implementing an SMS text message-based survey CASI and adherence reminders in an international biomedical HIV PrEP study (MTN 017). J Biomed Inform 2018; 80:78-86. [PMID: 29501908 PMCID: PMC5920551 DOI: 10.1016/j.jbi.2018.02.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 02/03/2018] [Accepted: 02/27/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND We implemented a text message-based Short Message Service computer-assisted self-interviewing (SMS-CASI) system to aid adherence and monitor behavior in MTN-017, a phase 2 safety and acceptability study of rectally-applied reduced-glycerin 1% tenofovir gel compared to oral emtricitabine/tenofovir disoproxil fumarate tablets. We sought to implement SMS-based daily reminders and product use reporting, in four countries and five languages, and centralize data management/automated-backup. METHODS We assessed features of five SMS programs against study criteria. After identifying the optimal program, we systematically implemented it in South Africa, Thailand, Peru, and the United States. The system consisted of four windows-based computers, a GSM dongle and sim card to send SMS. The SMS-CASI was, designed for 160 character SMS. Reminders and reporting sessions were initiated by date/time triggered messages. System, questions, responses, and instructions were triggered by predetermined key words. RESULTS There were 142,177 total messages: sent 86,349 (60.73%), received 55,573 (39.09%), failed 255 (0.18%). 6153 (4.33%) of the message were errors generated from either our SMS-CASI system or by participants. Implementation challenges included: high message costs; poor data access; slow data cleaning and analysis; difficulty reporting information to sites; a need for better participant privacy and data security; and mitigating variability in system performance across sites. We mitigated message costs and poor data access by federating the SMS-CASI system, and used secure email protocols to centralize data backup. We developed programming syntaxes to facilitate daily data cleaning and analysis, and a calendar template for reporting SMS behavior. Lastly, we ambiguated text message language to increase privacy, and standardized hardware and software across sites, minimizing operational variability. CONCLUSION We identified factors that aid international implementation and operation of SMS-CASI for real-time adherence monitoring. The challenges and solutions we present can aid other researchers to develop and manage an international multilingual SMS-based adherence reminder and CASI system.
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Affiliation(s)
- William Brown
- University of California San Francisco, Department of Medicine, Center for AIDS Prevention Studies, San Francisco, CA, USA; Zuckerberg San Francisco General Hospital, UCSF Center for Vulnerable Populations, Health Communications Research Program, San Francisco, CA, USA; New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA.
| | - Rebecca Giguere
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA
| | - Alan Sheinfil
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA
| | - Mobolaji Ibitoye
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA; Columbia University, Mailman School of Public Health, Sociomedical Sciences, New York, NY, USA
| | - Ivan Balan
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA; Columbia University, College of Physicians and Surgeons, Psychiatry, New York, NY, USA
| | - Titcha Ho
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA
| | | | - Luis Quispe
- Asociación Civil Impacta Salud y Educación, Lima, Peru
| | - Wichuda Sukwicha
- Thailand Ministry of Public Health - U.S. Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Javier R Lama
- Asociación Civil Impacta Salud y Educación, Lima, Peru
| | - Alex Carballo-Diéguez
- New York State Psychiatric Institute and Columbia University, HIV Center for Clinical and Behavioral Studies, New York, NY, USA; Columbia University, College of Physicians and Surgeons, Psychiatry, New York, NY, USA
| | - Ross D Cranston
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA
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Cooper V, Clatworthy J, Whetham J, Consortium E. mHealth Interventions To Support Self-Management In HIV: A Systematic Review. Open AIDS J 2017; 11:119-132. [PMID: 29290888 PMCID: PMC5730953 DOI: 10.2174/1874613601711010119] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 10/04/2017] [Accepted: 10/27/2017] [Indexed: 11/22/2022] Open
Abstract
Background: Self-management is an important aspect of long-term HIV treatment. Mobile technologies offer the potential to efficiently deliver interventions to facilitate HIV self-management. The last comprehensive review of such mHealth interventions was conducted in 2011. Given the rapidly evolving field, a need was identified for an updated review of the literature. Objective: The study aimed to describe and evaluate current evidence-based mHealth interventions to support self-management in HIV. Method: Eight online databases (Medline, Scopus, Embase, PsycINFO, Cochrane, Global Health CAB, IEEE explore, Web of Science) were systematically searched for papers describing and evaluating mHealth HIV self-management interventions. Reference lists of relevant papers were also searched. Data on intervention content and evaluation methodology were extracted and appraised by two researchers. Results: 41 papers were identified evaluating 28 interventions. The majority of these interventions (n=20, 71%) had a single focus of either improving adherence (n=16), increasing engagement in care (n=3) or supporting smoking cessation (n=1), while just 8 (29%) were more complex self-management interventions, targeting a range of health-related behaviours. Interventions were predominantly delivered through SMS messaging. They significantly impacted on a range of outcomes including adherence, viral load, mental health and social support. Conclusion: Since the last major review of mHealth interventions in HIV, there has been a shift from exploratory acceptability/feasibility studies to impact evaluations. While overall the interventions impacted on a range of outcomes, they were generally limited in scope, failing to encompass many functions identified as desirable by people living with HIV. Participant incentives may limit the generalizability of findings.
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Affiliation(s)
- Vanessa Cooper
- The Lawson Unit, Brighton and Sussex University Hospitals NHS Trust, Brighton, England
| | - Jane Clatworthy
- The Lawson Unit, Brighton and Sussex University Hospitals NHS Trust, Brighton, England
| | - Jennifer Whetham
- The Lawson Unit, Brighton and Sussex University Hospitals NHS Trust, Brighton, England
| | - EmERGE Consortium
- The Lawson Unit, Brighton and Sussex University Hospitals NHS Trust, Brighton, England
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Visual analogue scale (VAS) measurement of antiretroviral adherence in people living with HIV (PLWH): a meta-analysis. J Behav Med 2016; 39:1043-1055. [PMID: 27481102 DOI: 10.1007/s10865-016-9770-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 07/12/2016] [Indexed: 01/28/2023]
Abstract
Effective treatment of HIV hinges upon maintaining adequate antiretroviral therapy adherence. Accurate, cost-effective measurement of medication adherence is needed to best respond to the HIV pandemic. The visual analogue scale (VAS) appears to be a simple and easy to use measure of adherence but the current literature on its use is mixed. This meta-analysis (1) describes VAS concordance with other measures of medication adherence and viral load; and (2) examines how research methods moderate the reported strength of the VAS-viral load relationship. Literature searches were conducted electronically and by hand with a total of 20 studies included in the present study. The VAS showed large strength associations with most other measures of adherence and a smaller association with viral load. More rigorous methodological quality significantly improved the VAS-viral load effect size. We conclude with optimization recommendations for VAS use in clinical practice and research design.
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The potential impact of intelligent systems for mobile health self-management support: Monte Carlo simulations of text message support for medication adherence. Ann Behav Med 2015; 49:84-94. [PMID: 25082177 PMCID: PMC4335096 DOI: 10.1007/s12160-014-9634-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Mobile health (mHealth) services cannot easily adapt to users' unique needs. PURPOSE We used simulations of text messaging (SMS) for improving medication adherence to demonstrate benefits of interventions using reinforcement learning (RL). METHODS We used Monte Carlo simulations to estimate the relative impact of an intervention using RL to adapt SMS adherence support messages in order to more effectively address each non-adherent patient's adherence barriers, e.g., forgetfulness versus side effect concerns. SMS messages were assumed to improve adherence only when they matched the barriers for that patient. Baseline adherence and the impact of matching messages were estimated from literature review. RL-SMS was compared in common scenarios to simple reminders, random messages, and standard tailoring. RESULTS RL could produce a 5-14% absolute improvement in adherence compared to current approaches. When adherence barriers are not accurately reported, RL can recognize which barriers are relevant for which patients. When barriers change, RL can adjust message targeting. RL can detect when messages are sent too frequently causing burnout. CONCLUSIONS RL systems could make mHealth services more effective.
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Devi BR, Syed-Abdul S, Kumar A, Iqbal U, Nguyen PA, Li YCJ, Jian WS. mHealth: An updated systematic review with a focus on HIV/AIDS and tuberculosis long term management using mobile phones. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2015; 122:257-265. [PMID: 26304621 DOI: 10.1016/j.cmpb.2015.08.003] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 06/25/2015] [Accepted: 08/03/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To evaluate the utilization of mobile phone technology for treatment adherence, prevention, education, data collection, monitoring long-term management of HIV/AIDS and TB patients. METHODS Articles published in English language from January 2005 until now from PubMed/MEDLINE, EMBASE, Web of Science, WHO databases, and clinical trials were included. Data extraction is based on medication adherence, quality of care, prevention, education, motivation for HIV test, data collection from HIV lab test results and patient monitoring. Articles selected for the analysis cover RCTs and non RCTs related to the use of mobile phones for long-term care and treatment of HIV/AIDS and TB patients. RESULTS Out of 90 articles selected for the analysis, a large number of studies, 44 (49%) were conducted in developing countries, 24 (26%) studies from developed countries, 12 (13%) are systematic reviews and 10 (11%) did not mention study location. Forty seven (52.2%) articles focused on treatment, 11 (12.2%) on quality of care, 8 (9%) on prevention, 13 (14.4%) on education, 6 (6.6%) on data collection, and 5 (5.5%) on patient monitoring. Overall, 66 (73%) articles reported positive effects, 21 (23%) were neutral and 3 (4%) reported negative results. CONCLUSIONS Mobile phone technology is widely reported to be an effective tool for HIV/AIDS and TB long-term care. It can substantially reduce disease burden on health care systems by rendering more efficient prevention, treatment, education, data collection and management support.
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Affiliation(s)
- Balla Rama Devi
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan
| | - Shabbir Syed-Abdul
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan
| | - Arun Kumar
- Department of Pharmacy Practice, ISF College of Pharmacy, India
| | - Usman Iqbal
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan
| | - Phung-Anh Nguyen
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan
| | - Yu-Chuan Jack Li
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan; Department of Dermatology, Wan Fang Hospital, Taipei, Taiwan
| | - Wen-Shan Jian
- School of Health Care Administration, Taipei Medical University, Taipei, Taiwan; Faculty of Health Sciences, Macau University of Science and Technology, Macau, China.
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Githinji S, Jones C, Malinga J, Snow RW, Talisuna A, Zurovac D. Development of a text-messaging intervention to improve treatment adherence and post-treatment review of children with uncomplicated malaria in western Kenya. Malar J 2015; 14:320. [PMID: 26283229 PMCID: PMC4539928 DOI: 10.1186/s12936-015-0825-x] [Citation(s) in RCA: 9] [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: 05/29/2015] [Accepted: 07/28/2015] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Patients' low adherence to artemisinin-based combination therapy has been reported in areas of Kenya bordering the Lake Victoria region, where the burden of malaria remains high. A randomized controlled trial is underway to determine the efficacy of short message service (SMS) text reminders on adherence to artemether-lumefantrine and post-treatment review of children under the age of five. This paper reports on the iterative process of intervention and delivery system development. METHODS An intervention development workshop involving the research team and other stakeholders was held to determine the content of the text messages. Three focus group discussions were conducted to test caregivers' understanding of the messages developed during the workshop. The tested messages were refined and incorporated into an automated SMS distribution system and piloted with 20 caregivers drawn from facilities neighbouring the study sites. The automated SMS distribution system was repeatedly refined following the pilot and implemented at the start of the trial. RESULTS The content of SMS messages underwent major revisions following the focus group discussions. Technical terms and abbreviations were replaced with simplified general terms. Message sign-off was modified to reflect the name of health facility, removing references to health workers. Day 3 post-treatment review visit reminder was modified to state the purpose of the visit while wording 'day 28' was added to the last post-treatment review visit reminder to help the caregiver recall the appointment date. The unscheduled visit prompt was modified to reflect flexibility and practicality of taking the child back to the facility if unwell. Reception of SMS reminders during the pilot was low with only 169/240 (70%) of scheduled messages delivered to the caregivers. The automated distribution system underwent major refinement and repeated testing following the pilot until effective delivery of all scheduled messages was achieved and sustained over a period of 3 months. CONCLUSIONS Text message interventions should be carefully developed, tested and refined before implementation to ensure they are written in the most appropriate way for their target population. SMS distribution systems should be rigorously tested to ensure efficient delivery of the messages before they are deployed.
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Affiliation(s)
- Sophie Githinji
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
| | - Caroline Jones
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
- Centre for Tropical Medicine & Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.
| | - Josephine Malinga
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
| | - Robert W Snow
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
- Centre for Tropical Medicine & Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.
| | - Ambrose Talisuna
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
- Centre for Tropical Medicine & Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.
| | - Dejan Zurovac
- Department of Public Health Research, KEMRI-Wellcome Trust-University of Oxford Research Programme, Nairobi, Kenya.
- Centre for Tropical Medicine & Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.
- Center for Global Health and Development, Boston University School of Public Health, Boston, MA, USA.
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Brown Iii W, Ibitoye M, Bakken S, Schnall R, Balán I, Frasca T, Carballo-Diéguez A. Cartographic Analysis of Antennas and Towers: A Novel Approach to Improving the Implementation and Data Transmission of mHealth Tools on Mobile Networks. JMIR Mhealth Uhealth 2015; 3:e63. [PMID: 26043766 PMCID: PMC4526907 DOI: 10.2196/mhealth.3941] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2014] [Revised: 01/05/2015] [Accepted: 02/04/2015] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Most mHealth tools such as short message service (SMS), mobile apps, wireless pill counters, and ingestible wireless monitors use mobile antennas to communicate. Limited signal availability, often due to poor antenna infrastructure, negatively impacts the implementation of mHealth tools and remote data collection. Assessing the antenna infrastructure prior to starting a study can help mitigate this problem. Currently, there are no studies that detail whether and how the antenna infrastructure of a study site or area is assessed. OBJECTIVE To address this literature gap, we analyze and discuss the use of a cartographic analysis of antennas and towers (CAAT) for mobile communications for geographically assessing mobile antenna and tower infrastructure and identifying signal availability for mobile devices prior to the implementation of an SMS-based mHealth pilot study. METHODS An alpha test of the SMS system was performed using 11 site staff. A CAAT for the study area's mobile network was performed after the alpha test and pre-implementation of the pilot study. The pilot study used a convenience sample of 11 high-risk men who have sex with men who were given human immunodeficiency virus test kits for testing nonmonogamous sexual partners before intercourse. Product use and sexual behavior were tracked through SMS. Message frequency analyses were performed on the SMS text messages, and SMS sent/received frequencies of 11 staff and 11 pilot study participants were compared. RESULTS The CAAT helped us to successfully identify strengths and weaknesses in mobile service capacity within a 3-mile radius from the epicenters of four New York City boroughs. During the alpha test, before CAAT, 1176/1202 (97.84%) text messages were sent to staff, of which 26/1176 (2.21%) failed. After the CAAT, 2934 messages were sent to pilot study participants and none failed. CONCLUSIONS The CAAT effectively illustrated the research area's mobile infrastructure and signal availability, which allowed us to improve study setup and sent message success rates. The SMS messages were sent and received with a lower fail rate than those reported in previous studies.
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Affiliation(s)
- William Brown Iii
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Columbia University, New York, NY, United States.
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Fuentes LW, Johnson ML, Holtgrave DR. An exploration of weekly patterns in HIV-related behaviors: implications for successful interventions and future research. AIDS Care 2015; 27:1118-27. [PMID: 25894315 DOI: 10.1080/09540121.2015.1032204] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Recent studies have indicated weekly patterns of health behaviors and information seeking in areas such as diet and smoking cessation, but little information is available on whether similar patterns may exist in HIV. If such patterns do exist, there could be important implications for the timing of interventions for both prevention and care. This review provides a summary of the available literature on weekly patterns in HIV-relevant behaviors and existing interventions (including prevention and antiretroviral therapy [ART] adherence), and provides recommendations for additional research. Data were collected from published reports indexed from database inception through December 2014 and identified through PubMed and EBSCO. Only English language reports were included. Evidence of weekly patterns was found in information-seeking behaviors, risk behaviors, screening and care, and structuring of existing interventions, including ART adherence interventions. These patterns included increased interest in HIV-related information early in the week, weekend patterns of risk behavior among some populations, and interest in weekend and evening clinic hours. Literature on text messaging for ART adherence indicates that weekly short message service messages are the most effective. Implications for prevention and adherence interventions are discussed, and recommendations for future research are given.
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Affiliation(s)
- Laura W Fuentes
- a Department of Health, Behavior & Society , Johns Hopkins Bloomberg School of Public Health , Baltimore , MD , USA
| | | | - David R Holtgrave
- a Department of Health, Behavior & Society , Johns Hopkins Bloomberg School of Public Health , Baltimore , MD , USA
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Nhavoto JA, Grönlund Å, Chaquilla WP. SMSaúde: Design, Development, and Implementation of a Remote/Mobile Patient Management System to Improve Retention in Care for HIV/AIDS and Tuberculosis Patients. JMIR Mhealth Uhealth 2015; 3:e26. [PMID: 25757551 PMCID: PMC4376127 DOI: 10.2196/mhealth.3854] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Revised: 02/03/2015] [Accepted: 02/04/2015] [Indexed: 11/13/2022] Open
Abstract
Background The widespread and low cost of mobile phones and the convenience of short message service (SMS) text messaging suggest potential suitability for use with alternative strategies for supporting retention in care and adherence to the treatment of various chronic diseases, such as HIV and tuberculosis (TB). Despite the growing body of literature reporting positive outcomes of SMS text message-based communication with patients, there is yet very little research about the integration of communication technologies and electronic medical records or electronic patient tracking systems. Objective To design, develop, and implement an integrated mobile phone text messaging system used to follow up with patients with HIV and TB in treatment in Mozambique. Methods Following the design science research methodology, we developed a Web-based system that provides support to patients. A case study involving three health care sites in Mozambique was a basis for discussing design issues for this kind of system. We used brainstorming techniques to solicit usability requirements, focus group meetings to discuss and define system architecture, and prototyping to test in real environments and to improve the system. Results We found six sets of system requirements that need to be addressed for success: data collection, telecommunication costs, privacy and data security, text message content, connectivity, and system scalability. A text messaging system was designed and implemented in three health facilities. These sites feed data into a central data repository, which can be used for analysis of operations and decision support. Based on the treatment schedule, the system automatically sent SMS text message appointment reminders, medication reminders, as well as motivational and educational messages to patients enrolled in antiretroviral therapy and TB treatment programs. Conclusions We successfully defined the requirements for, designed, and implemented a mobile phone text messaging system to support HIV and TB treatments. Implementation of this system could improve patients’ self-management skills and strengthen communication between patients and health care providers.
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Anglada-Martinez H, Riu-Viladoms G, Martin-Conde M, Rovira-Illamola M, Sotoca-Momblona JM, Codina-Jane C. Does mHealth increase adherence to medication? Results of a systematic review. Int J Clin Pract 2015; 69:9-32. [PMID: 25472682 DOI: 10.1111/ijcp.12582] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 10/05/2014] [Indexed: 01/22/2023] Open
Abstract
AIMS Adherence to medication is a major problem that affects 50-60% of chronically ill patients. As mobile phone use spreads rapidly, a new model of remote health delivery via mobile phone – mHealth – is increasingly used. The objective of this study is to provide a comprehensive overview of how mHealth can be used to improve adherence to medication. METHODS A systematic literature review was conducted using four databases (CINAHL, PubMed, Scopus and PsycARTICLES). Eligible articles available on March 2014 had to be written in English or Spanish and have a comparative design. Articles were reviewed by two authors independently. A Cochrane Collaboration tool was used to assess the studies based on their internal validity. RESULTS Of the 1504 articles found, 20 fulfilled the inclusion criteria [13 randomised clinical trials (RCT), one quasi-RCT, one non-randomised parallel group study and five studies with a pre-post design]. Nearly all the trials were conducted in high-income countries (80.0%). Articles were categorised depending on the target population into three different groups: (i) HIV-infected patients, n = 5; (ii) patients with other chronic diseases (asthma, coronary heart disease, diabetes mellitus, hypertension, infectious diseases, transplant recipients and psoriasis), n = 11; and (iii) healthy individuals, n = 4. Adherence improved in four of the studies on HIV-infected patients, in eight of the studies on patients with other chronic diseases, and in 1 study performed in healthy individuals. All studies reported sending SMS as medication reminders, healthy lifestyle reminders, or both. Only one trial (HIV-infected patients) had a low risk of bias. CONCLUSIONS Our results showed mixed evidence regarding the benefits of interventions because of the variety of the study designs and the results found. Nevertheless, the interventions do seem to have been beneficial, as 65% of the studies had positive outcomes. Therefore, more high-quality studies should be conducted.
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Kannisto KA, Koivunen MH, Välimäki MA. Use of mobile phone text message reminders in health care services: a narrative literature review. J Med Internet Res 2014; 16:e222. [PMID: 25326646 PMCID: PMC4211035 DOI: 10.2196/jmir.3442] [Citation(s) in RCA: 188] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 07/30/2014] [Accepted: 08/25/2014] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mobile text messages are a widely recognized communication method in societies, as the global penetration of the technology approaches 100% worldwide. Systematic knowledge is still lacking on how the mobile telephone text messaging (short message service, SMS) has been used in health care services. OBJECTIVE This study aims to review the literature on the use of mobile phone text message reminders in health care. METHODS We conducted a systematic literature review of studies on mobile telephone text message reminders. The data sources used were PubMed (MEDLINE), CINAHL, Proquest Databases/ PsycINFO, EMBASE, Cochrane Library, Scopus, and hand searching since 2003. Studies reporting the use of SMS intended to remind patients in health services were included. Given the heterogeneity in the studies, descriptive characteristics, purpose of the study, response rates, description of the intervention, dose and timing, instruments, outcome measures, and outcome data from the studies were synthesized using a narrative approach. RESULTS From 911 initial citations, 60 studies were included in the review. The studies reported a variety of use for SMS. Mobile telephone text message reminders were used as the only intervention in 73% (44/60) of the studies, and in 27% (16/60) of the remaining studies, SMS was connected to another comprehensive health intervention system. SMS reminders were sent to different patient groups: patients with HIV/AIDS (15%, 9/60) and diabetes (13%, 8/60) being the most common groups. The response rates of the studies varied from 22-100%. Typically, the text message reminders were sent daily. The time before the specific intervention to be rendered varied from 10 minutes (eg, medication taken) to 2 weeks (eg, scheduled appointment). A wide range of different evaluation methods and outcomes were used to assess the impact of SMS varying from existing databases (eg, attendance rate based on medical records), questionnaires, and physiological measures. About three quarters of the studies (77%, 46/60) reported improved outcomes: adherence to medication or to treatment reportedly improved in 40% (24/60) of the studies, appointment attendance in 18% (11/60) of the studies, and non-attendance rates decreased in 18% (11/60) of the studies. Other positive impacts were decreased amount of missed medication doses, more positive attitudes towards medication, and reductions in treatment interruptions. CONCLUSIONS We can conclude that although SMS reminders are used with different patient groups in health care, SMS is less systematically studied with randomized controlled trial study design. Although the amount of evidence for SMS application recommendations is still limited, having 77% (46/60) of the studies showing improved outcomes may indicate its use in health care settings. However, more well-conducted SMS studies are still needed.
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Iribarren SJ, Beck SL, Pearce PF, Chirico C, Etchevarria M, Rubinstein F. MHEALTH INTERVENTION DEVELOPMENT TO SUPPORT PATIENTS WITH ACTIVE TUBERCULOSIS. JOURNAL OF MOBILE TECHNOLOGY IN MEDICINE 2014; 3:16-27. [PMID: 26246859 PMCID: PMC4523302 DOI: 10.7309/jmtm.3.2.4] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND Mobile Health (mHealth) based interventions have been increasingly used to improve a broad range of health outcomes. However, few researchers have reported on the process or the application of theory to guide the development of mHealth based interventions, or specifically for tuberculosis (TB) treatment management. AIMS To describe the steps, process, and considerations in developing a text messaging-based intervention to promote treatment adherence and provide support to patients with active TB. METHODS Traditional qualitative techniques, including semi-structured interviews, field notes, content analysis, iterative coding, and thematic analysis, were used to design and document the intervention development with a multidisciplinary team of researchers, clinicians, administrators, and patients who were in active TB treatment. The Information-Motivation-Behavioral Skills (IMB) model was used to guide the coding scheme for content analysis of patient-directed TB educational material and intervention development. RESULTS The development steps included: a) establishing intervention components, including justifications, considerations, timing and frequency of components; b) developing educational messages, including cultural adaption, text or short message service (SMS) formatting, and prioritizing message delivery order; and c) determining implementation protocol. A set of 16 IMB-based messages were developed for the educational component. Final intervention development was achieved in 3 months. CONCLUSION A collaborative approach and application of a theory to guide the intervention design and development is supported. Although a collaborative approach was more time consuming, it resulted in a more responsive, culturally appropriate, and comprehensive intervention. Considerations for developing a text messaging based intervention are provided and may serve as a guide for similar interventions. Further empirical evidence is needed for applying the IMB model for adherence-promotion in TB efforts.
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Affiliation(s)
- Sarah J Iribarren
- Columbia University School of Nursing, New York, NY, USA ; University of Utah, College of Nursing, Salt Lake City, UT, USA
| | - Susan L Beck
- University of Utah, College of Nursing, Salt Lake City, UT, USA
| | | | | | | | - Fernando Rubinstein
- Institute for Clinical Effectiveness and Healthcare Policy, Buenos Aires, Argentina
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