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Feldacker C, Usiri J, Kiruthu-Kamamia C, Waehrer G, Weldemariam H, Huwa J, Hau J, Thawani A, Chapanda M, Tweya H. Crossing the digital divide: The workload of manual data entry for integration between mobile health applications and eHealth infrastructure. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.23.24306024. [PMID: 38712169 PMCID: PMC11071550 DOI: 10.1101/2024.04.23.24306024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Background Many digital health interventions (DHIs), including mobile health (mHealth) apps, aim to improve both client outcomes and efficiency like electronic medical record systems (EMRS). Although interoperability is the gold standard, it is also complex and costly, requiring technical expertise, stakeholder permissions, and sustained funding. Manual data linkage processes are commonly used to "integrate" across systems and allow for assessment of DHI impact, a best practice, before further investment. For mHealth, the manual data linkage workload, including related monitoring and evaluation (M&E) activities, remains poorly understood. Methodology As a baseline study for an open-source app to mirror EMRS and reduce healthcare worker (HCW) workload while improving care in the Nurse-led Community-based Antiretroviral therapy Program (NCAP) in Lilongwe, Malawi, we conducted a time-motion study observing HCWs completing data management activities, including routine M&E and manual data linkage of individual-level app data to EMRS. Data management tasks should reduce or end with successful app implementation and EMRS integration. Data was analysed in Excel. Results We observed 69:53:00 of HCWs performing routine NCAP service delivery tasks: 39:52:00 (57%) was spent completing M&E data related tasks of which 15:57:00 (23%) was spent on manual data linkage workload, alone. Conclusion Understanding the workload to ensure quality M&E data, including to complete manual data linkage of mHealth apps to EMRS, provides stakeholders with inputs to drive DHI innovations and integration decision making. Quantifying potential mHealth benefits on more efficient, high-quality M&E data may trigger new innovations to reduce workloads and strengthen evidence to spur continuous improvement.
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Affiliation(s)
- Caryl Feldacker
- Department of Global Health, University of Washington, Seattle, WA USA
- International Training and Education Center for Health, Seattle, WA USA
| | - Joel Usiri
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Christine Kiruthu-Kamamia
- International Training and Education Center for Health, Seattle, WA USA
- Lighthouse Trust, Lilongwe, Malawi
| | - Geetha Waehrer
- Pacific Institute for Research and Evaluation (PIRE), Washington, DC USA
| | - Hiwot Weldemariam
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | | | | | | | | | - Hannock Tweya
- Department of Global Health, University of Washington, Seattle, WA USA
- International Training and Education Center for Health, Malawi
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Mureithi M, Ng’aari L, Wasunna B, Kiruthu-Kamamia C, Sande O, Chiwaya GD, Huwa J, Tweya H, Jafa K, Feldacker C. Centering healthcare workers in digital health design: Usability and acceptability of two-way texting to improve retention in antiretroviral therapy in a public HIV clinic in Lilongwe, Malawi. PLOS DIGITAL HEALTH 2024; 3:e0000480. [PMID: 38568904 PMCID: PMC10990210 DOI: 10.1371/journal.pdig.0000480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 02/28/2024] [Indexed: 04/05/2024]
Abstract
New initiates on antiretroviral therapy (ART) are at high risk of treatment discontinuation, putting their health at risk. In low- and middle-income countries, like Malawi, appropriate digital health applications (apps) must fit into local clinic, connectivity and resource constraints. We describe the human centered design (HCD) and development process of an open-source, hybrid, two-way texting (2wT) system to improve ART retention. We detail the critical role of diverse healthcare workers (HCWs) in the HCD process to inform app usability, create buy-in, and ensure appropriate optimization for the local context. We optimized 2wT usability and acceptability over three HCD phases: 1) informal feedback sessions with diverse 2wT stakeholders, 2) a small pilot, and 3) key informant interviews. Phase one included four sessions with diverse HCWs, including "expert ART clients", clinical, technical, supervisory, and evaluation teams to inform 2wT design. In phase 2, a small pilot with 50 participating ART clients aimed to inform implementation improvement. Phase three included interviews with ten HCWs to deepen understanding of 2wT acceptability and usability, documenting strengths and weaknesses to inform optimization. Multi-phase feedback sessions with HCWs helped refine 2wT language and message timing for both weekly and tailored client-specific visit reminders. The pilot led to improvements in educational materials to guide client responses and ease interaction with HCWs. In interviews, the HCWs appreciated the HCD co-creation process, suggested ways to increase access for low-literacy clients or those without consistent phone access, and felt integrating 2wT with other eHealth platforms would improve scalability. Inclusion of HCWs across phases of HCD design, adaption, and optimization increased 2wT usability and acceptability among HCWs in this setting. Engaging HCWs into 2wT co-ownership from inception appears successful in co-creation of an app that will meet HCW needs, and therefore, enhance support for 2wT clients to attend visits and remain in care.
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Affiliation(s)
| | | | | | - Christine Kiruthu-Kamamia
- Lighthouse Trust, Lilongwe, Malawi
- International Training and Education Center for Health, Lilongwe, Malawi
| | | | | | | | - Hannock Tweya
- International Training and Education Center for Health, Lilongwe, Malawi
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Krishna Jafa
- Medic, Seattle, Washington, United States of America
| | - Caryl Feldacker
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- International Training and Education Center for Health, Department of Global Health, University of Washington, Seattle, Washington, United States of America
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Feldacker C, Klabbers RE, Huwa J, Kiruthu-Kamamia C, Thawani A, Tembo P, Chintedza J, Chiwaya G, Kudzala A, Bisani P, Ndhlovu D, Seyani J, Tweya H. The effect of proactive, interactive, two-way texting on 12-month retention in antiretroviral therapy: findings from a quasi-experimental study in Lilongwe, Malawi. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.26.24301855. [PMID: 38352345 PMCID: PMC10863037 DOI: 10.1101/2024.01.26.24301855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
Background Retaining clients on antiretroviral therapy (ART) is challenging especially during the first year on ART. Mobile health (mHealth) interventions show promise to close retention gaps. We aimed to assess reach (who received the intervention?) and effectiveness (did it work?) of a hybrid two-way texting (2wT) intervention to improve ART retention at a large public clinic in Lilongwe, Malawi. Methods Between August 2021 - June 2023, a quasi-experimental study compared outcomes between two cohorts of new ART clients: 1) those opting into 2wT with combined automated, weekly motivation short messaging service (SMS) messages and response-requested appointment reminders; and 2) a matched historical cohort receiving standard of care (SoC). Reach was defined as "the proportion clients ≤6 months of ART initiation eligible for 2wT". 2wT effectiveness was assessed in time-to-event analysis comparing Kaplan-Meier plots of 6- and 12-month retention between 2wT and SoC using a log-rank test. The effect of 2wT on ART drop out was estimated using multivariable Cox proportional hazard models, adjusting for sex, age and WHO stage at ART initiation. Results Of the 1,146 clients screened, 645 were ineligible (56%) largely due to lack of phone access (393/645; 61%) and illiteracy (149/645; 23%): a reach of 44%. Among 468 2wT participants, the 12-month probability of ART retention was 91% (95%CI: 88% - 93%) compared to 75% (95%CI: 71% - 79%) among 468 SoC participants (p<0.0001). Compared to SoC participants, 2wT participants had a 62% lower hazard of dropping out of ART care at all time points (hazard ratio 0.38, 95% CI: 0.26-0.54; p<0.001). Conclusions Not all clients were reached with 2wT. For those who opted-in, 2wT reduced drop out throughout the first year on ART and significantly increased 12-month retention. The proactive 2wT approach should be expanded as a complement to other interventions in routine, low-resource settings to improve ART retention.
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Affiliation(s)
- Caryl Feldacker
- Department of Global Health, University of Washington, Seattle, WA, USA
- International Training and Education Center for Health (I-TECH), Seattle, WA, USA
| | - Robin E. Klabbers
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Emergency Medicine, University of Washington, Seattle, WA, USA
| | | | - Christine Kiruthu-Kamamia
- International Training and Education Center for Health (I-TECH), Seattle, WA, USA
- Lighthouse Trust, Lilongwe, Malawi
| | | | | | | | | | | | | | | | | | - Hannock Tweya
- Department of Global Health, University of Washington, Seattle, WA, USA
- International Training and Education Center for Health (I-TECH), Seattle, WA, USA
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Ronen K, Mugo C, Kaggiah A, Seeh D, Kumar M, Guthrie BL, Moreno MA, John-Stewart G, Inwani I. Facilitated WhatsApp Support Groups for Youth Living With HIV in Nairobi, Kenya: Single-Arm Pilot Intervention Study. JMIR Form Res 2023; 7:e49174. [PMID: 37955957 PMCID: PMC10682925 DOI: 10.2196/49174] [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: 05/19/2023] [Revised: 09/28/2023] [Accepted: 10/03/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND Mobile technology can support HIV care, but studies in youth are limited. In 2014, youth receiving HIV care at several health care facilities in Nairobi, Kenya spontaneously formed peer support groups using the social media platform WhatsApp. OBJECTIVE Inspired by youth-initiated groups, we aimed to evaluate the use of WhatsApp to deliver a social support intervention to improve HIV treatment and psychosocial outcomes in youth. We developed a facilitated WhatsApp group intervention (named Vijana-SMART), which was grounded in social support theory and guided by the design recommendations of youth living with HIV. This paper evaluates the intervention's acceptability and pre-post changes in health outcomes. METHODS The intervention involved interactive WhatsApp groups facilitated by study staff for 6 months, with each group having approximately 25 members. Study staff sent weekly structured messages, and the message content was based on social support theory and encouraged unstructured peer-to-peer messaging and support. We conducted a single-arm pilot among 55 youth living with HIV aged 14-24 years recruited from a government health care facility serving a mixed-income area of Nairobi. At enrollment and follow-up, self-report questionnaires assessed acceptability; antiretroviral therapy (ART) information, motivation, and behavioral skills (IMB); depression; social support; stigma; resilience; and ART adherence. All participants received the intervention. We used generalized estimating equations (GEEs) clustered by participant to evaluate changes in scores from baseline to follow-up, and correlates of participant WhatsApp messaging. RESULTS The median participant age was 18 years, and 67% (37/55) were female. Intervention acceptability was high. All participants reported that it was helpful, and 73% (38/52) sent ≥1 WhatsApp message. Messaging levels varied considerably between participants and were higher during school holidays, earlier in the intervention period, and among youth aged ≥18 years. IMB scores increased from enrollment to follow-up (66.9% to 71.3%; P<.001). Stigma scores also increased (8.3% to 16.7%; P=.001), and resilience scores decreased (75.0% to 70.0%; P<.001). We found no significant change in ART adherence, social support, or depression. We detected a positive association between the level of messaging during the study and the resilience score, but no significant association between messaging and other outcomes. Once enrolled, it was common for participants to change their phone numbers or leave the groups and request to be added back, which may present implementation challenges at a larger scale. CONCLUSIONS Increased IMB scores following WhatsApp group participation may improve HIV outcomes. Increased stigma and decreased resilience were unintended consequences and may reflect transient effects of group sharing of challenging experiences, which should be addressed in larger randomized evaluations. WhatsApp groups present a promising and acceptable modality to deliver supportive interventions to youth living with HIV beyond the clinic, and further evaluation is warranted. TRIAL REGISTRATION ClinicalTrials.gov (NCT05634265); https://clinicaltrials.gov/study/NCT05634265.
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Affiliation(s)
- Keshet Ronen
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Cyrus Mugo
- Department of Epidemiology, University of Washington, Seattle, WA, United States
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Anne Kaggiah
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - David Seeh
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Manasi Kumar
- Department of Psychiatry, University of Nairobi, Nairobi, Kenya
- New York University Langone Health, New York, NY, United States
| | - Brandon L Guthrie
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Epidemiology, University of Washington, Seattle, WA, United States
| | - Megan A Moreno
- Department of Pediatrics, University of Wisconsin - Madison, Madison, WI, United States
| | - Grace John-Stewart
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Epidemiology, University of Washington, Seattle, WA, United States
- Department of Medicine, University of Washington, Seattle, WA, United States
- Department of Pediatrics, University of Washington, Seattle, WA, United States
| | - Irene Inwani
- Department of Pediatrics, Kenyatta National Hospital, Nairobi, Kenya
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Prabhune A, Bhat S, Mallavaram A, Mehar Shagufta A, Srinivasan S. A Situational Analysis of the Impact of the COVID-19 Pandemic on Digital Health Research Initiatives in South Asia. Cureus 2023; 15:e48977. [PMID: 38111408 PMCID: PMC10726017 DOI: 10.7759/cureus.48977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/17/2023] [Indexed: 12/20/2023] Open
Abstract
The objective of this paper was to evaluate and compare the quantity and sustainability of digital health initiatives in the South Asia region before and during the COVID-19 pandemic. The study used a two-step methodology of (a) descriptive analysis of digital health research articles published from 2016 to 2021 from South Asia in terms of stratification of research articles based on diseases and conditions they were developed, geography, and tasks wherein the initiative was applied and (b) a simple and replicable tool developed by authors to assess the sustainability of digital health initiatives using experimental or observational study designs. The results of the descriptive analysis highlight the following: (a) there was a 40% increase in the number of studies reported in 2020 when compared to 2019; (b) the three most common areas wherein substantive digital health research has been focused are health systems strengthening, ophthalmic disorders, and COVID-19; and (c) remote consultation, health information delivery, and clinical decision support systems are the top three commonly developed tools. We developed and estimated the inter-rater operability of the sustainability assessment tool ascertained with a Kappa value of 0.806 (±0.088). We conclude that the COVID-19 pandemic has had a positive impact on digital health research with an improvement in the number of digital health initiatives and an improvement in the sustainability score of studies published during the COVID-19 pandemic.
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Affiliation(s)
- Akash Prabhune
- Health and Information Technology, Institute of Health Management Research, Bangalore, IND
| | - Sachin Bhat
- Health and Information Technology, Institute of Health Management Research, Bangalore, IND
| | | | | | - Surya Srinivasan
- Health and Information Technology, Institute of Health Management Research, Bangalore, IND
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Marrs JC, Orlando ST, Saseen JJ, Novins-Montague S, Sandy LC, Waughtal J, Glorioso TJ, Ho PM. Description of patient questions received by clinical pharmacists in the Nudge Study. Am J Health Syst Pharm 2023; 80:1247-1254. [PMID: 37353220 PMCID: PMC10845234 DOI: 10.1093/ajhp/zxad139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Indexed: 06/25/2023] Open
Abstract
PURPOSE The Nudge Study is a patient level-randomized trial testing different text message medication refill reminders sent to patients assigned to 4 arms: (1) usual care, (2) generic text, (3) optimized text, and (4) optimized text plus chatbot. This report describes the frequency and types of patient questions sent to clinical pharmacists (CPs) following text reminders. METHODS Patients were enrolled from Denver Health and Hospital Authority (DHHA) and Veterans Affairs Eastern Colorado Health Care System (VA ECHCS) from October 1, 2019, through May 30, 2021. Included patients responded to at least 1 text or interactive voice response (IVR) message. Patients were dichotomized as those who posed at least 1 question to a CP and those who posed no questions. RESULTS Of the 6,325 patients enrolled in an intervention arm, 3,323 (52.5%) responded to at least 1 text or IVR message, and among those responding, 305 (9.2%) responded with a pharmacist question. Patient factors associated with submitting a CP question included age (45-74 years), enrollment from DHHA, and receipt of the optimized text or optimized text plus chatbot message versus the generic text. Questions to CP were in the following categories: medication related (48.2%), refill logistics (38.4%), cost (9.2%), and other (17.7%). CONCLUSION In a text messaging intervention focused on medication refills, there were few questions directed to the CP. Patients assigned to receive optimized texts were more likely to have questions. We hypothesize that this may suggest greater patient engagement regarding their condition, resulting in more questions.
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Affiliation(s)
- Joel C Marrs
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Nashville, TN, and Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Steven T Orlando
- Veteran Affairs Eastern Colorado Health Care System, Aurora, CO, USA
| | - Joseph J Saseen
- Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, CO, and Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Sylvie Novins-Montague
- ACCORDS (Adult and Child Consortium for Health Outcomes Research and Delivery Science), Aurora, CO, USA
| | - Lisa Caputo Sandy
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Joy Waughtal
- mHealth Impact Laboratory, Colorado School of Public Health, Aurora, CO, USA
| | | | - P Michael Ho
- Veteran Affairs Eastern Colorado Health Care System, Aurora, CO, and Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Huwa J, Tweya H, Mureithi M, Kiruthu-Kamamia C, Oni F, Chintedza J, Chiwaya G, Waweru E, Kudzala A, Wasunna B, Ndhlovu D, Bisani P, Feldacker C. "It reminds me and motivates me": Human-centered design and implementation of an interactive, SMS-based digital intervention to improve early retention on antiretroviral therapy: Usability and acceptability among new initiates in a high-volume, public clinic in Malawi. PLoS One 2023; 18:e0278806. [PMID: 37471383 PMCID: PMC10358959 DOI: 10.1371/journal.pone.0278806] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 06/14/2023] [Indexed: 07/22/2023] Open
Abstract
BACKGROUND Early retention of people living with HIV (PLHIV) in antiretroviral therapy (ART) programs is critical to improve individual clinical outcomes and viral load suppression. Although many mobile health (mHealth) interventions aim to improve retention in care, there is still lack of evidence on mHealth success or failure, including from patient's perspectives. We describe the human-centered design (HCD) process and assess patient usability and acceptability of a two-way texting (2wT) intervention to improve early retention among new ART initiates at Lighthouse Trust clinic in Lilongwe, Malawi. METHODS An iterative HCD approach focused on patient and provider users' needs, incorporating feedback from multidisciplinary teams to adapt 2wT for the local, public clinic context. We present mixed-methods usability and acceptability results from 100 participants, 50 at 3-months and 50 at 6-months, post 2wT enrollment, and observations of these same patients completing core tasks of the 2wT system. RESULTS Among the 100 usability respondents, 95% were satisfied with visit reminders, and 88% would recommend reminders and motivational messages to friends; however, 17% were worried about confidentiality. In observation of participant task completion, 94% were able to successfully confirm visit attendance and 73% could request appointment date change. More participants in 4-6 months group completed tasks correctly compared to 1-3 months group, although not significantly different (78% vs. 66%, p = 0.181). Qualitative results were overwhelmingly positive, but patients did note confusion with transfer reporting and concern that 2wT would not reach patients without mobile phones or with lower literacy. CONCLUSION The 2wT app for early ART retention appears highly usable and acceptable, hopefully creating a solid foundation for lifelong engagement in care. The HCD approach put the local team central in this process, ensuring that both patients' and Lighthouse's priorities, policies, and practices were forefront in 2wT optimization, raising the likelihood of 2wT success in other routine program contexts.
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Affiliation(s)
| | - Hannock Tweya
- International Training and Education Center for Health (I-TECH), Lilongwe, Malawi
| | | | | | | | | | | | | | | | | | | | | | - Caryl Feldacker
- Department of Global Health, University of Washington, Seattle, WA, United States of America
- International Training and Education Center for Health (I-TECH), Seattle, WA, United States of America
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Mureithi M, Ng'aari L, Wasunna B, Kiruthu-Kamamia C, Sande O, Chiwaya GD, Huwa J, Tweya H, Jafa K, Feldacker C. Centering healthcare workers in developing digital health interventions: usability and acceptability of a two-way texting retention intervention in a public HIV clinic in Lilongwe, Malawi. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.09.23284326. [PMID: 36711633 PMCID: PMC9882492 DOI: 10.1101/2023.01.09.23284326] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Background New initiates on antiretroviral therapy (ART) are at high risk of treatment discontinuation, putting their health at risk. In low-resource settings, like Malawi, appropriate digital health applications must fit into local connectivity and resource constraints. Target users' perspectives are critical for app usability, buy-in and optimization. We describe the formative stages of the design of a two-way text-based (2wT) system of tailored reminders and adherence messages for new ART initiates and share results from key informant interviews with HCWs focused on app usability and acceptability. Methods Using a co-creation approach with clients, clinical, technical and evaluation teams and over app development, we held four informal user feedback sessions, a small pilot with 50 clients, and ten key informant (KIIs) to deepen our understanding of healthcare workers (HCWs) needs, acceptability and usability. Results Formative research informed the design of interactive client-to-HCW communication, refining of the language and timing of weekly text blast motivational messages and tailored client-specific visit reminders. Informal feedback from HCW stakeholders also informed educational materials to enhance 2wT client understanding of how to report transfers, request visit date changes and ask questions related to their visits. In KII, HCWs noted their appreciation for the co-creation process, believing that the participatory HCD process and responsive design team enabled the development of a highly acceptable and usable 2wT digital tool. HCWs also suggested future improvements to promote inclusion of clients of varying literacy levels and economic backgrounds as well as integrating with other health platforms to improve uptake of 2wT. Conclusions Inclusion of HCWs increased perceptions of app usability and acceptability among HCWs. HCWs believe that 2wT will improve on-time ART visit attendance and provide valuable early retention in care support. The co-creation approach appears successful in designing an app that will meet HCW needs and, therefore, support client adherence to visits.
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Affiliation(s)
| | | | | | | | | | | | | | - Hannock Tweya
- International Training and Education Center for Health, Department of Global Health, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | - Caryl Feldacker
- International Training and Education Center for Health, Department of Global Health, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
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Salata RA, Grinsztejn B, Ritz J, Collier AC, Hogg E, Gross R, Godfrey C, Kumarasamy N, Kanyama C, Mellors JW, Wallis CL, Hughes MD. Predictors of virologic outcome among people living with HIV who continue a protease inhibitor-based antiretroviral regimen following virologic failure with no or limited resistance. AIDS Res Ther 2023; 20:3. [PMID: 36604746 PMCID: PMC9814171 DOI: 10.1186/s12981-022-00494-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Treatment management after repeated failure of antiretroviral therapy (ART) is difficult due to resistance and adherence challenges. For people who have failed non-nucleoside reverse transcriptase inhibitor-(NNRTI-) and protease inhibitor-(PI-) based regimens with no or limited resistance, remaining on PI-based ART is an option. Using data from an ART strategy trial (A5288) in low/middle-income countries which included this option, we explored whether predictors can be identified distinguishing those who experienced further virologic failure from those who achieved and maintained virologic suppression. METHODS A5288 enrolled people with confirmed HIV-1 RNA ≥ 1000 copies/mL after ≥ 24 weeks of PI-based ART and prior failure on NNRTI-based ART. This analysis focused on the 278 participants with no resistance to the PI being taken and no or limited nucleoside reverse transcriptase inhibitor (NRTI) resistance, who continued their PI with flexibility to change NRTIs. Proportional hazards models were used to evaluate predictors of virologic failure during follow-up (VF: confirmed HIV-1 RNA ≥ 1000 copies/mL at ≥ 24 weeks of follow-up). RESULTS 56% of participants were female. At study entry, median age was 40 years, time on ART 7.8 years, CD4 count 169 cells/mm3, HIV-1 RNA 20,444 copies/mL; and 37% had NRTI resistance. The estimated proportion experiencing VF increased from 39% at week 24 to 60% at week 96. In multivariable analysis, significant predictors at study entry of VF were higher HIV-1 RNA (adjusted hazard ratio: 2.20 for ≥ 10,000 versus < 10,000 copies/mL), lower age (1.96 for < 30 versus ≥ 30 years), NRTI resistance (1.74 for present versus absent), lower CD4 count (1.73 for < 200 versus ≥ 200 cells/mm3), and shorter ART duration (1.62 for < 10 versus ≥ 10 years). There was a strong trend in proportion with VF at week 96 with the number of these five risk factors that a participant had, varying from 8% for zero, to 31%, 40%, 73%, and 100% for one, two, three, and four/five. Only 13% of participants developed new NRTI or PI resistance mutations. CONCLUSION A simple count of five predictors might have value for identifying risk of continued VF. Novel antiretroviral and adherence support interventions are needed to improve virologic outcomes for higher risk individuals.
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Affiliation(s)
- Robert A Salata
- Case Western Reserve University, 11100 Euclid Avenue, Cleveland, OH, 44122, USA.
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Justin Ritz
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Evelyn Hogg
- Social & Scientific Systems, A DLH Company, MD, Silver Spring, USA
| | - Robert Gross
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | | | - Cecilia Kanyama
- University of North Carolina Project-Malawi, Lilongwe, Malawi
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Christensen RE, Ranpariya V, Kammrath LK, Masicampo EJ, Roberson KB, Feldman SR. The presence of accountability in digital interventions targeting non-adherence: A review. PATIENT EDUCATION AND COUNSELING 2022; 105:2637-2644. [PMID: 35101306 DOI: 10.1016/j.pec.2022.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 01/08/2022] [Accepted: 01/21/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Provider-centered accountability, defined as the anticipation of a social interaction between a patient and their provider, increases patients' adherence to prescribed treatment. Digital adherence interventions based on accountability may be especially effective at promoting adherence. The current study aimed to assess whether publications on digital adherence interventions discuss accountability, include intervention components related to accountability, and measure feelings of patient accountability as an outcome. METHODS PubMed was queried between January 2010 and March 2021 to identify randomized controlled trials incorporating digital adherence interventions. Full-text articles were assessed for participant demographics, interventions utilized, outcomes, and intervention effectiveness. RESULTS A total of 131 publications met inclusion criteria. Only four publications discussed accountability as a potential factor influencing patient adherence. Although 11% of publications included an intervention with direct accountability, only one did so by design. None of the included studies assessed feelings of accountability as an outcome. CONCLUSIONS While provider-centered accountability has the potential to boost the efficacy of digital adherence interventions, accountability is rarely incorporated in studies of such interventions. PRACTICE IMPLICATIONS Additional investigation into the influence of accountability on adherence interventions will allow for the development of these interventions as effective tools applicable to the full range of patients.
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Affiliation(s)
- Rachel E Christensen
- Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
| | - Varun Ranpariya
- Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Lara K Kammrath
- Department of Psychology, Wake Forest University, Winston-Salem, North Carolina, USA
| | - E J Masicampo
- Department of Psychology, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Kristina B Roberson
- Division of Nursing, School of Health Sciences, Winston-Salem State University, Winston-Salem, North Carolina, USA
| | - Steven R Feldman
- Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA; Department of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA; Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA; Department of Dermatology, University of Southern Denmark, Odense, Denmark
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Salisbury KR, Ranpariya VK, Feldman SR. Accountability in reminder-based adherence interventions: A review. PATIENT EDUCATION AND COUNSELING 2022; 105:2645-2652. [PMID: 34953618 DOI: 10.1016/j.pec.2021.12.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 12/09/2021] [Accepted: 12/12/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Interventions to elicit accountability capitalize on social behaviors to improve adherence but are distinct from reminders. However, little is known about the impact of accountability in reminder-based adherence interventions. Through a literature review, we aim to identify the frequency and effectiveness of accountability in reminder-based intervention studies. METHODS PubMed and PsycArticles were searched for reminder-based adherence studies. Articles were categorized as reminder-only or reminder with accountability studies. Studies were characterized by outcome measures, and differences between control and intervention groups were compared for studies that used electronic monitoring devices. RESULTS 165 studies met the inclusion criteria; 154 used reminders without accountability (93%). 79 of the 154 reminder-only studies (51%) improved adherence in intervention groups compared to controls. Eleven of the 165 studies (6.6%) included an accountability aspect. The intervention group had better adherence than controls in 10 out of the 11 reminder with accountability studies (91%). CONCLUSIONS Although distinct from reminders, accountability can be incorporated in reminder-based interventions. However, it is not commonly included in reminder-based interventions. PRACTICE IMPLICATIONS It is important to consider accountability's effects on encouraging patient medication adherence. The addition of accountability interventions may further boost adherence, but few studies currently incorporate these types of interventions.
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Affiliation(s)
- Katherine R Salisbury
- Center for Dermatology Research, Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, USA.
| | - Varun K Ranpariya
- Center for Dermatology Research, Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, USA
| | - Steven R Feldman
- Center for Dermatology Research, Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, USA; Department of Pathology, Wake Forest School of Medicine, Winston-Salem, USA; Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston-Salem, USA; Department of Dermatology, University of Southern Denmark, Odense, Denmark
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12
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Transitioning a digital health innovation from research to routine practice: Two-way texting for male circumcision follow-up in Zimbabwe. PLOS DIGITAL HEALTH 2022; 1:e0000066. [PMID: 36812548 PMCID: PMC9931231 DOI: 10.1371/journal.pdig.0000066] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 05/16/2022] [Indexed: 11/19/2022]
Abstract
Adult medical male circumcision (MC) is safe: global notifiable adverse event (AE) rates average below 2.0%. With Zimbabwe's shortage of health care workers (HCWs) compounded by COVID-19 constraints, two-way text-based (2wT) MC follow-up may be advantageous over routinely scheduled in-person reviews. A 2019 randomized control trial (RCT) found 2wT to be safe and efficient for MC follow-up. As few digital health interventions successfully transition from RCT to scale, we detail the 2wT scale-up approach from RCT to routine MC practice comparing MC safety and efficiency outcomes. After the RCT, 2wT transitioned from a site-based (centralized) system to hub-and-spoke model for scale-up where one nurse triaged all 2wT patients, referring patients in need to their local clinic. No post-operative visits were required with 2wT. Routine patients were expected to attend at least one post-operative review. We compare 1) AEs and in-person visits between 2wT men from RCT and routine MC service delivery; and 2) 2wT-based and routine follow-up among adults during the 2wT scale-up period, January to October 2021. During scale-up period, 5084 of 17417 adult MC patients (29%) opted into 2wT. Of the 5084, 0.08% (95% CI: 0.03, 2.0) had an AE and 71.0% (95% CI: 69.7, 72.2) responded to ≥1 daily SMS, a significant decrease from the 1.9% AE rate (95% CI: 0.7, 3.6; p<0.001) and 92.5% response rate (95% CI: 89.0, 94.6; p<0.001) from 2wT RCT men. During scale-up, AE rates did not differ between routine (0.03%; 95% CI: 0.02, 0.08) and 2wT (p = 0.248) groups. Of 5084 2wT men, 630 (12.4%) received telehealth reassurance, wound care reminders, and hygiene advice via 2wT; 64 (19.7%) were referred for care of which 50% had visits. Similar to RCT outcomes, routine 2wT was safe and provided clear efficiency advantages over in-person follow-up. 2wT reduced unnecessary patient-provider contact for COVID-19 infection prevention. Rural network coverage, provider hesitancy, and the slow pace of MC guideline changes slowed 2wT expansion. However, immediate 2wT benefits for MC programs and potential benefits of 2wT-based telehealth for other health contexts outweigh limitations.
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Two-way text message interventions and healthcare outcomes in Africa: Systematic review of randomized trials with meta-analyses on appointment attendance and medicine adherence. PLoS One 2022; 17:e0266717. [PMID: 35421134 PMCID: PMC9009629 DOI: 10.1371/journal.pone.0266717] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 03/25/2022] [Indexed: 11/19/2022] Open
Abstract
Background
The growing access to mobile phones in Africa has led to an increase in mobile health interventions, including an increasing number of two-way text message interventions. However, their effect on healthcare outcomes in an African context is uncertain. This systematic review aims to landscape randomized trials involving two-way text message interventions and estimate their effect on healthcare outcomes.
Methods
We searched Medline, Embase, Cochrane Central Register of Controlled Trials, The Global Health Library (up to 12 August 2021) and trial registries (up to 24 April 2020). Published and unpublished trials conducted in Africa comparing two-way text message interventions with standard care and/or one-way text message interventions were included. Trials that reported dichotomous effect estimates on healthcare appointment attendance and/or medicine adherence were assessed for risk of bias and included in meta-analyses. Results of other outcomes were reported descriptively.
Results
We included 31 trials (28,563 participants) all set in Sub-Saharan Africa with a wide range of clinical conditions. Overall, ten different trials were included in the primary meta-analyses, and two of these had data on both medicine adherence and appointment attendance. An additional two trials were included in sensitivity analyses. Of the 12 included trials, three were judged as overall low risk of bias and nine as overall high risk of bias trials. Two-way text messages did not improve appointment attendance, RR: 1.03; 95% CI: 0.95–1.12, I2 = 53% (5 trials, 4374 participants) but improved medicine adherence compared to standard care, RR: 1.14, 95% CI: 1.07–1.21, I2 = 8% (6 trials, 2783 participants).
Conclusion
Two-way text messages seemingly improve medicine adherence but has an uncertain effect on appointment attendance compared to standard care.
Systematic review registration
PROSPERO CRD42020175810.
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14
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Pant I, Rimal R, Yilma H, Bingenheimer J, Sedlander E, Behera S. mHealth for Anemia Reduction: Protocol for an Entertainment Education-Based Dual Intervention. JMIR Res Protoc 2021; 10:e26252. [PMID: 34812735 PMCID: PMC8663628 DOI: 10.2196/26252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 09/11/2021] [Accepted: 09/14/2021] [Indexed: 12/03/2022] Open
Abstract
Background More than half of the women of reproductive age (aged 15-49 years) are anemic in India. The uptake of and adherence to iron folic acid (IFA) supplements remain low despite sustained efforts to increase their use. With India’s burgeoning digital environment, mobile phones offer a potential medium for increasing their uptake, especially when combined with interactive voice messages that deliver entertaining stories infused with norms-based educational messages. Objective This study aims to investigate whether a norms-based entertainment education mobile health intervention can increase self-efficacy for IFA adherence among women of reproductive age in Odisha, India. Methods Mobile reduction in anemia through normative innovations (mRANI) is a randomized 2-arm study that includes assessments before and after the intervention. All study participants will be recruited from the intervention arm of the parent reduction in anemia through normative innovations trial only. Although the usual practice is to randomize participants either to a treatment arm or a usual care control arm, we will assign the mRANI control group to another entertainment education–based treatment group that is designed to improve bystander intervention to reduce violence against women. Data collection for the mRANI study is embedded in the parent trial and will include baseline and end line assessments. The primary outcomes are self-efficacy for IFA adherence and violence against women–related bystander intervention. The inclusion criteria for the mRANI study are participation in the parent trial and phone ownership. Women (approximately n=400) who meet the mRANI inclusion criteria will be randomly assigned to the IFA arm or the bystander arm. Ordinary least squares regression with robust SEs will be conducted to assess between-group comparisons at the end line. A mediation analysis will be conducted to examine whether social norms and interactivity mediate the relationship between intervention exposure and primary outcomes in both arms. Real-time monitoring data will offer insights into intervention receptivity and audience engagement. Results Data collection for the mRANI study is integrated within the parent trial. Household surveys were conducted between February and March of 2021. Responses on the mRANI study’s primary and secondary outcomes were collected from 381 participants. The data analysis is expected to be completed by October 2021. Conclusions This study will provide evidence on whether a mobile health norms–based entertainment education intervention can increase self-efficacy for IFA adherence and violence against women–related bystander intervention. International Registered Report Identifier (IRRID) PRR1-10.2196/26252
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Affiliation(s)
- Ichhya Pant
- Department of Prevention and Community Health, School of Public Health, George Washington University, Washington, DC, United States
| | - Rajiv Rimal
- Department of Health, Behavior and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Hagere Yilma
- Department of Prevention and Community Health, School of Public Health, George Washington University, Washington, DC, United States
| | - Jeffrey Bingenheimer
- Department of Prevention and Community Health, School of Public Health, George Washington University, Washington, DC, United States
| | - Erica Sedlander
- Department of Prevention and Community Health, School of Public Health, George Washington University, Washington, DC, United States
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Ibeneme SC, Ndukwu SC, Myezwa H, Irem FO, Ezenwankwo FE, Ajidahun AT, Ezuma AD, Nnamani A, Onodugo O, Fortwengel G, Uwakwe VC. Effectiveness of mobile text reminder in improving adherence to medication, physical exercise, and quality of life in patients living with HIV: a systematic review. BMC Infect Dis 2021; 21:859. [PMID: 34425789 PMCID: PMC8381579 DOI: 10.1186/s12879-021-06563-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 08/11/2021] [Indexed: 11/26/2022] Open
Abstract
Background Mobile text reminder (SMS) system is considered a viable strategy for targeting/facilitating healthy behavioural change including adherence to prescribed physical exercises (PE) and medication (antiretroviral therapy-ART) which should improve the quality of life (Qol) in people living with HIV/AIDS(PLWHA). Thus, the literature was appraised for evidence of SMS effectiveness in improving ART and PE adherence behaviours and QoL in PLWHA. Methods Eight databases–AMED, CINAHL, Cochrane Library, EMBASE, EMCARE, Ovid MEDLINE, PsycINFO, and PubMed-were searched up to December 2020, using the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) protocol.This review included only randomised control trials (RCTs) investigating the effectiveness of SMS in improving QoL or PE or ART adherence behaviour or a combination of these variables in PLWHA >18 years. Two independent reviewers determined the eligibility of the studies. Data were extracted and the quality of the study was assessed with the Physiotherapy Evidence Database (PEDro) tool. The primary outcomes were ART and PE adherence behaviours while the secondary outcome was QoL. Result A pooled estimate of effect was not calculated due to the heterogeneity of methods and outcome measures. Therefore, a narrative synthesis of ten studies that met the inclusion criteria (n = 1621 participants at study completion) comprising males/females, aged ≥ 18 years, was done. There was a significant improvement in ART adherence behaviour except in three underpowered studies. Only the SMS interventions that were developed using the Starks 3-steps Adherence model was associated with positive outcome. The only study that evaluated QoL was underpowered and reported no significant change while there were no RCTs on PE. Conclusion Effects of SMS intervention trends towards a significant improvement in ART adherence behaviour in PLWHA. It is plausible that SMS reminders developed using the broader framework of the interpersonal health behaviour theory(ies) may have positive outcome. Nevertheless, the observed heterogeneity in the methods/outcome measures warrants a cautious interpretation of the findings. There is a lack/paucity of RCTs and therefore no evidence in support of the effectiveness of SMS intervention in improving PE adherence and QoL. Registration number NPLASY202060016. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-021-06563-0.
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Affiliation(s)
- Sam Chidi Ibeneme
- Department of Medical Rehabilitation, Faculty of Health Sciences, University of Nigeria, Enugu Campus, Enugu, Nigeria. .,Department of Physiotherapy, Faculty of Health Sciences, School of Therapeutic Studies, University of the Witwatersrand, 7 York Road, Parktown, Johannesburg, 2193, South Africa. .,University of Nigeria Centre for Clinical Trials (UNNCET), Enugu Campus, Enugu, Nigeria.
| | - Sandra C Ndukwu
- Department of Medical Rehabilitation, Faculty of Health Sciences, University of Nigeria, Enugu Campus, Enugu, Nigeria
| | - Hellen Myezwa
- Department of Physiotherapy, Faculty of Health Sciences, School of Therapeutic Studies, University of the Witwatersrand, 7 York Road, Parktown, Johannesburg, 2193, South Africa
| | - Franklin Onyedinma Irem
- Department of Medical Rehabilitation, Faculty of Health Sciences, University of Nigeria, Enugu Campus, Enugu, Nigeria
| | - Fortune Elochukwu Ezenwankwo
- Division of Exercise Science and Sports Medicine, University of Cape Town/Sports Science Institute of South Africa, Cape Town, South Africa
| | - Adedayo Tunde Ajidahun
- Department of Physiotherapy, Faculty of Health Sciences, School of Therapeutic Studies, University of the Witwatersrand, 7 York Road, Parktown, Johannesburg, 2193, South Africa
| | - Amarachi D Ezuma
- Department of Physiotherapy, University of Nigeria Teaching Hospital, Ituku/Ozalla, Enugu, Nigeria
| | - Amaka Nnamani
- Department of Radiation Medicine, Faculty of Medical Sciences, College of Medicine, University of Nigeria, Enugu Campus, Enugu, Nigeria
| | - Obinna Onodugo
- Department of Medicine, Faculty of Medical Sciences, College of Medicine, University of Nigeria, Enugu Campus, Enugu, Nigeria
| | - Gerhard Fortwengel
- Fakultat III, Hochschule Hannover - University of Applied Sciences and Arts, Hannover, Germany
| | - Victor C Uwakwe
- Department of Medical Rehabilitation, Faculty of Health Sciences, University of Nigeria, Enugu Campus, Enugu, Nigeria
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Apornpong T, Grinsztejn B, Hughes M, Ritz J, Kerr SJ, Fletcher CV, Ruxrungtham K, Godfrey C, Gross R, Hogg E, Wallis CL, Badal-Faesen S, Hosseinipour MC, Mngqbisa R, Santos BR, Shah S, Hovind LJ, Mawlana S, Van Schalkwyk M, Chotirosniramit N, Kanyama C, Kumarasamy N, Salata R, Collier AC, Gandhi M. Antiretroviral hair levels, self-reported adherence, and virologic failure in second-line regimen patients in resource-limited settings. AIDS 2021; 35:1439-1449. [PMID: 33831905 PMCID: PMC8243835 DOI: 10.1097/qad.0000000000002901] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate associations between hair antiretroviral hair concentrations as an objective, cumulative adherence metric, with self-reported adherence and virologic outcomes. DESIGN Analysis of cohort A of the ACTG-A5288 study. These patients in resource-limited settings were failing second-line protease inhibitor-based antiretroviral therapy (ART) but were susceptible to at least one nucleoside reverse transcriptase inhibitor (NRTI) and their protease inhibitor, and continued taking their protease inhibitor-based regimen. METHODS Antiretroviral hair concentrations in participants taking two NRTIs with boosted atazanavir (n = 69) or lopinavir (n = 112) were analyzed at weeks 12, 24, 36 and 48 using liquid-chromatography--tandem-mass-spectrometry assays. Participants' self-reported percentage of doses taken in the previous month; virologic failure was confirmed HIV-1 RNA at least 1000 copies/ml at week 24 or 48. RESULTS From 181 participants with hair samples (61% women, median age: 39 years; CD4+ cell count: 167 cells/μl; HIV-1 RNA: 18 648 copies/ml), 91 (50%) experienced virologic failure at either visit. At 24 weeks, median hair concentrations were 2.95 [interquartile range (IQR) 0.49-4.60] ng/mg for atazanavir, 2.64 (IQR 0.73--7.16) for lopinavir, and 0.44 (IQR 0.11--0.76) for ritonavir. Plasma HIV-1 RNA demonstrated inverse correlations with hair levels (rs -0.46 to -0.74) at weeks 24 and 48. Weaker associations were seen with self-reported adherence (rs -0.03 to -0.24). Decreasing hair concentrations were significantly associated with virologic failure, the hazard ratio (95% CI) for ATV, LPV, and RTV were 0.69 (0.56-0.86), 0.77 (0.68-0.87), and 0.12 (0.06-0.27), respectively. CONCLUSION Protease inhibitor hair concentrations showed stronger associations with subsequent virologic outcomes than self-reported adherence in this cohort. Hair adherence measures could identify individuals at risk of second-line treatment failure in need of interventions.
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Affiliation(s)
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Michael Hughes
- Harvard T.H. Chan School of Public Health, Boston, Maryland, USA
| | - Justin Ritz
- Harvard T.H. Chan School of Public Health, Boston, Maryland, USA
| | - Stephen J Kerr
- HIV-NAT, TRCARC, Bangkok, Thailand
- Biostatistics Excellence Centre, Bangkok, Thailand
- The Kirby Institute, UNSW, Sydney, Australia
| | | | - Kiat Ruxrungtham
- HIV-NAT, TRCARC, Bangkok, Thailand
- Chulalongkorn University, Bangkok, Thailand
| | | | | | - Evelyn Hogg
- Social & Scientific Systems, Silver Spring, Maryland, USA
| | | | - Sharlaa Badal-Faesen
- Clinical HIV Research Unit, Helen Joseph Hospital, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Breno R Santos
- Hospital Nossa Senhora da Conceicao CRS, Rio Grande do Sul, Brazil
| | | | - Laura J Hovind
- Frontier Science & Technology Research Foundation, Inc., Amherst, Massachusetts, USA
| | - Sajeeda Mawlana
- Hospital Nossa Senhora da Conceicao CRS, Rio Grande do Sul, Brazil
| | - Marije Van Schalkwyk
- Family Centre for Research with Ubuntu (FAMCRU), Stellenbosch University, Cape Town, South Africa
| | | | | | | | | | | | - Monica Gandhi
- University of California, San Francisco, California, USA
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Ameli V, Haberer J, Sabin L, Meinck F, Barlow J, Taj L, Mohraz M. Tailored mHealth intervention for improving treatment adherence for people living with HIV in Iran (HamRaah): protocol for a feasibility study and randomised pilot trial with a nested realist evaluation. BMJ Open 2021; 11:e042296. [PMID: 34162631 PMCID: PMC8231034 DOI: 10.1136/bmjopen-2020-042296] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Middle East and North Africa (MENA) has a rising rate of new HIV infections and AIDS-related mortality. Consistent adherence to antiretroviral therapy (ART) leads to viral suppression, preventing HIV transmission and treatment failure. mHealth interventions can improve ART adherence by providing tailored support and directing patients to existing healthcare services. HamRaah (Persian for 'together-in-path') is the first mHealth-based intervention in a MENA country and is designed to improve adherence through two-way mobile messaging for people recently diagnosed with HIV in Tehran, Iran. The objectives of this pilot randomised controlled trial (RCT) are to examine the feasibility, acceptability and preliminary effectiveness of HamRaah, and to develop an explanatory theory for any observed effects through a nested realist evaluation. METHODS A feasibility study and two-arm RCT of HamRaah, with an embedded realist evaluation will be conducted. Participants will be randomised 1:1 to HamRaah or routine care for a 6-month intervention. The initial effectiveness of HamRaah will be assessed through the primary outcome of self-reported ART adherence and several secondary outcomes: retention in care, CD4 count and viral suppression. A theory-driven realist evaluation framework will be used to develop an explanatory theory regarding what works, for whom, how and in what context. ETHICS AND DISSEMINATION The study received ethical clearance from Tehran University of Medical Sciences Ethics Committee and Oxford Tropical Research Ethics Committee People living with HIV in Tehran and key country stakeholders in HIV policy and programming have been involved in the development of HamRaah and this pilot trial. Participants will provide informed consent prior to study enrolment. The results will be disseminated to all stakeholders and presented in peer-reviewed journal publications and conferences. TRIAL REGISTRATION NUMBER IRCT20100601004076N23; Pre-results.
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Affiliation(s)
- Vira Ameli
- Social Policy and Intervention, University of Oxford, Oxford, Oxfordshire, UK
| | - Jessica Haberer
- Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Lora Sabin
- Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Franziska Meinck
- School of Social and Political Science, The University of Edinburgh, Edinburgh, UK
| | - Jane Barlow
- Department of Social Policy, University of Oxford, Oxford, Oxfordshire, UK
| | - Leila Taj
- Iranian Research Centre for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran (the Islamic Republic of)
| | - Minoo Mohraz
- Iranian Research Centre for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran (the Islamic Republic of)
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Kinuthia J, Ronen K, Unger JA, Jiang W, Matemo D, Perrier T, Osborn L, Chohan BH, Drake AL, Richardson BA, John-Stewart G. SMS messaging to improve retention and viral suppression in prevention of mother-to-child HIV transmission (PMTCT) programs in Kenya: A 3-arm randomized clinical trial. PLoS Med 2021; 18:e1003650. [PMID: 34029338 PMCID: PMC8186790 DOI: 10.1371/journal.pmed.1003650] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 06/08/2021] [Accepted: 05/09/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Pregnant and postpartum women living with HIV (WLWH) need support for HIV and maternal child health (MCH) care, which could be provided using short message service (SMS). METHODS AND FINDINGS We compared 2-way (interactive) and 1-way SMS messaging to no SMS in a 3-arm randomized trial in 6 MCH clinics in Kenya. Messages were developed using the Health Belief Model and Social Cognitive Theory; HIV messages were integrated into an existing MCH SMS platform. Intervention participants received visit reminders and prespecified weekly SMS on antiretroviral therapy (ART) adherence and MCH, tailored to their characteristics and timing. Two-way participants could message nurses as needed. Clinic attendance, viral load (VL), and infant HIV results were abstracted from program records. Primary outcomes were viral nonsuppression (VL ≥1,000 c/ml), on-time clinic attendance, loss to follow-up from clinical care, and infant HIV-free survival. Among 824 pregnant women randomized between November 2015 and May 2017, median age was 27 years, gestational age was 24.3 weeks, and time since initiation of ART was 1.0 year. During follow-up to 2 years postpartum, 9.8% of 3,150 VL assessments and 19.6% of women were ever nonsuppressed, with no significant difference in 1-way versus control (11.2% versus 9.6%, adjusted risk ratio (aRR) 1.02 [95% confidence interval (CI) 0.67 to 1.54], p = 0.94) or 2-way versus control (8.5% versus 9.6%, aRR 0.80 [95% CI 0.52 to 1.23], p = 0.31). Median ART adherence and incident ART resistance did not significantly differ by arm. Overall, 88.9% (95% CI 76.5 to 95.7) of visits were on time, with no significant differences between arms (88.2% in control versus 88.6% in 1-way and 88.8% in 2-way). Incidence of infant HIV or death was 3.01/100 person-years (py), with no significant difference between arms; risk of infant HIV infection was 0.94%. Time to postpartum contraception was significantly shorter in the 2-way arm than control. Study limitations include limited ability to detect improvement due to high viral suppression and visit attendance and imperfect synchronization of SMS reminders to clinic visits. CONCLUSIONS Integrated HIV/MCH messaging did not improve HIV outcomes but was associated with improved initiation of postpartum contraception. In programs where most women are virally suppressed, targeted SMS informed by VL data may improve effectiveness. Rigorous evaluation remains important to optimize mobile health (mHealth) interventions. TRIAL REGISTRATION ClinicalTrials.gov number NCT02400671.
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Affiliation(s)
- John Kinuthia
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Keshet Ronen
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Jennifer A Unger
- Department of Global Health, University of Washington, Seattle, Washington, United States of America.,Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - Wenwen Jiang
- Department of Epidemiology, University of Washington, Seattle, Washington, United States of America
| | - Daniel Matemo
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Trevor Perrier
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington, United States of America
| | - Lusi Osborn
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Bhavna H Chohan
- Department of Global Health, University of Washington, Seattle, Washington, United States of America.,Kenya Medical Research Institute, Nairobi, Kenya
| | - Alison L Drake
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Barbra A Richardson
- Department of Global Health, University of Washington, Seattle, Washington, United States of America.,Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Grace John-Stewart
- Department of Global Health, University of Washington, Seattle, Washington, United States of America.,Department of Epidemiology, University of Washington, Seattle, Washington, United States of America.,Department of Pediatrics, University of Washington, Seattle, Washington, United States of America
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Torres TS, Harrison LJ, La Rosa AM, Zheng L, Cardoso SW, Ulaya G, Akoojee N, Kadam D, Collier AC, Hughes MD. Poor quality of life and incomplete self-reported adherence predict second-line ART virological failure in resource-limited settings. AIDS Care 2021; 33:1340-1349. [PMID: 33487029 DOI: 10.1080/09540121.2021.1874275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
We evaluated health-related quality of life (QoL) and self-reported incomplete adherence as predictors of early second-line antiretroviral (ART) virological failure (VF). ACTG A5273 study participants completed the ACTG SF-21 measure which has 8 QoL domains. We used exact logistic regression to assess the association of QoL at baseline and week 4 with early VF adjusted for self-reported adherence. Of 500 individuals (51% women, median age 39 years) in this analysis, 79% and 75% self-reported complete adherence (no missing doses in the past month) at weeks 4 and 24, respectively. Early VF was experienced by 7% and more common among those who self-reported incomplete adherence. Participants with low week 4 QoL scores had higher rates of early VF than participants with high scores. After adjusting for self-reported adherence at week 4, VL and CD4 at baseline, cognitive functioning, pain and mental health domains were significantly associated with subsequent early VF. In this post-hoc analysis, poorer QoL adds to self-reported incomplete adherence after 4 weeks of second-line ART in predicting VF at week 24. Evaluation is needed to assess whether individuals with poorer QoL might be targeted for greater support to reduce risk of VF.Trial registration: ClinicalTrials.gov identifier: NCT01352715.
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Affiliation(s)
- Thiago S Torres
- LapClin-AIDS, Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-FIOCRUZ), Rio de Janeiro, Brazil.,Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Linda J Harrison
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | | | - Lu Zheng
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Sandra W Cardoso
- LapClin-AIDS, Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-FIOCRUZ), Rio de Janeiro, Brazil
| | | | | | - Dileep Kadam
- Byramjee-Jeejeebhoy Medical College, Pune, Maharashtra, India
| | - Ann C Collier
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Michael D Hughes
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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- LapClin-AIDS, Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (INI-FIOCRUZ), Rio de Janeiro, Brazil
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20
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Utility of Short Message Service (SMS) for Remote Data Collection for HIV in Low- and Middle-Income Countries. Curr HIV/AIDS Rep 2020; 17:654-662. [PMID: 33010003 PMCID: PMC7532340 DOI: 10.1007/s11904-020-00534-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2020] [Indexed: 12/27/2022]
Abstract
PURPOSE OF REVIEW Short message system (SMS) communication is widespread in low- and middle-income countries (LMICs), and may be a viable approach to address challenges with in-person data collection for HIV-related research and monitoring and evaluation. We reviewed the literature to characterize potential benefits and challenges with using SMS for remote data capture, including examples from HIV and sexual and reproductive health. RECENT FINDINGS In our review, we found that studies that have used SMS to capture sensitive, self-reported data found this was an acceptable and feasible strategy, and may reduce social desirability bias of self-reported data; but studies are limited. Shared phones and privacy concerns have been described as challenges, but can be addressed with enhanced security features. Response rates to SMS surveys varied significantly by topic, population, and setting. SMS may improve generalizability and precision of health and behavior data for HIV in research and programs, but use in LMICs is limited. SMS systems should be carefully designed to overcome potential implementation hurdles.
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21
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Smith C, van Velthoven MH. Best practices in digital health to improve antiretroviral treatment adherence. BMJ Health Care Inform 2020; 27:e100215. [PMID: 32907827 PMCID: PMC7481084 DOI: 10.1136/bmjhci-2020-100215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2020] [Indexed: 11/26/2022] Open
Affiliation(s)
- Chris Smith
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, UK
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22
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Verhagen LM, de Groot R, Lawrence CA, Taljaard J, Cotton MF, Rabie H. COVID-19 response in low- and middle-income countries: Don't overlook the role of mobile phone communication. Int J Infect Dis 2020; 99:334-337. [PMID: 32763447 PMCID: PMC7402274 DOI: 10.1016/j.ijid.2020.07.069] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/22/2020] [Accepted: 07/26/2020] [Indexed: 01/25/2023] Open
Abstract
Estimates of health capacities in the context of the coronavirus disease 2019 (COVID-19) pandemic indicate that most low- and middle-income countries (LMICs) are not operationally ready to manage this health emergency. Motivated by worldwide successes in other infectious disease epidemics and our experience in Sub-Saharan Africa, we support mobile phone communication to improve data collection and reporting, communication between healthcare workers, public health institutions, and patients, and the implementation of disease tracking and subsequent risk-stratified isolation measures. Programmatic action is needed for centrally coordinated reporting and communication systems facilitating mobile phones in crisis management plans for addressing the COVID-19 pandemic in LMICs. We summarize examples of worldwide mobile phone technology initiatives that have enhanced patient care and public health outcomes in previous epidemics and the current COVID-19 pandemic. In addition, we provide an overview of baseline conditions, including transparency about privacy guarantees, necessary for the successful use of mobile phones in assisting in the fight against COVID-19 spread.
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Affiliation(s)
- Lilly M Verhagen
- Department of Paediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, University Medical Centre Utrecht, Utrecht, The Netherlands; Department of Paediatrics and Child Health, Stellenbosch University, Faculty of Medicine and Health Sciences, Cape Town, South Africa.
| | - R de Groot
- Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - C A Lawrence
- Western Cape Government, Department of Health, Health Programmes, Communicable Disease Control and Surveillance, Cape Town, South Africa
| | - J Taljaard
- Division of Infectious Diseases, Department of Medicine, Tygerberg Hospital, Stellenbosch University, Faculty of Medicine and Health Sciences, Cape Town, South Africa
| | - M F Cotton
- Department of Paediatrics and Child Health, Stellenbosch University, Faculty of Medicine and Health Sciences, Cape Town, South Africa
| | - H Rabie
- Department of Paediatrics and Child Health, Stellenbosch University, Faculty of Medicine and Health Sciences, Cape Town, South Africa
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23
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Haga SB. Toward digital-based interventions for medication adherence and safety. Expert Opin Drug Saf 2020; 19:735-746. [DOI: 10.1080/14740338.2020.1764935] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Susanne B Haga
- Duke School of Medicine, Center for Applied Genomics and Precision Medicine, Durham, NC, USA
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24
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Grinsztejn B, Hughes MD, Ritz J, Salata R, Mugyenyi P, Hogg E, Wieclaw L, Gross R, Godfrey C, Cardoso SW, Bukuru A, Makanga M, Faesen S, Mave V, Wangari Ndege B, Nerette Fontain S, Samaneka W, Secours R, van Schalkwyk M, Mngqibisa R, Mohapi L, Valencia J, Sugandhavesa P, Montalban E, Avihingsanon A, Santos BR, Kumarasamy N, Kanyama C, Schooley RT, Mellors JW, Wallis CL, Collier AC. Third-line antiretroviral therapy in low-income and middle-income countries (ACTG A5288): a prospective strategy study. Lancet HIV 2019; 6:e588-e600. [PMID: 31371262 PMCID: PMC6857629 DOI: 10.1016/s2352-3018(19)30146-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 03/22/2019] [Accepted: 04/26/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Antiretroviral therapy (ART) management is challenging for individuals in resource-limited settings presenting for third-line treatment because of complex resistance patterns, partly due to reduced access to viral load monitoring. We aimed to evaluate use of newer antiretroviral drugs and contemporary management approaches, including population-based sequencing, to select appropriate antiretrovirals, plasma viral load monitoring, and interventions to improve adherence in individuals presenting with second-line viral failure. METHODS A5288 was a phase 4, third-line ART strategy study done at 19 urban sites in ten countries that enrolled adult participants with confirmed plasma HIV-1 RNA (viral load) of 1000 copies per mL or more after more than 24 weeks of protease inhibitor-based second-line ART. The primary objective was to use antiretrovirals (raltegravir, etravirine, and ritonavir-boosted darunavir) and diagnostic monitoring technologies, including viral load, genotyping, and adherence support to achieve viral load suppression (defined as ≤200 copies per mL) in 65% or more of participants. ART history and real-time drug resistance genotypes were used to assign participants to one of four cohorts: cohort A (no lopinavir resistance) stayed on second-line ART and cohorts B (B1, best available nucleoside reverse transcriptase inhibitors [NRTIs] plus ritonavir-boosted darunavir plus raltegravir; B2, ritonavir-boosted darunavir plus raltegravir plus etravirine; B3, ritonavir-boosted darunavir, raltegravir, and either tenofovir plus emtricitabine or tenofovir plus lamivudine), C (ritonavir-boosted darunavir plus raltegravir plus tenofovir-emtricitabine or tenofovir plus lamivudine), and D (best available NRTIs plus ritonavir-boosted darunavir plus raltegravir) were defined by increasing levels of resistance and received appropriate regimens, including new antiretrovirals. Participants in Cohort B without detectable hepatitis B surface antigen were assigned by blocked randomisation to cohorts B1 and B2, and those with detectable hepatitis B surface antigen were assigned to cohort B3. The trial is registered with ClinicalTrials.gov, number NCT01641367. FINDINGS From Jan 10, 2013, to Sept 10, 2015, 545 participants were enrolled. 287 (53%) were assigned to cohort A, 74 (14%) to B1, 72 (13%) to B2, eight (1%) to B3, 70 (13%) to C, and 34 (6%) to D. Overall, 349 (64%, 95% CI 60-68) participants achieved viral suppression at week 48, with proportions varying from 125 (44%) of 287 in cohort A to 65 (88%) of 74 in cohort B1, 63 (88%) of 72 in B2, eight (100%) of eight in B3, 63 (90%) of 70 in C, and 25 (74%) of 34 in D. Participants in cohort A remained on their second-line protease inhibitor, and had the most participants with grade 3 or higher adverse events (147 [51%]). INTERPRETATION Targeted real-time genotyping to select third-line ART can appropriately allocate more costly antiretrovirals to those with greater levels of HIV drug resistance. FUNDING National Institutes of Health.
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Affiliation(s)
- Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
| | | | - Justin Ritz
- Harvard T H Chan School of Public Health, Boston, MA, USA
| | - Robert Salata
- Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Evelyn Hogg
- Social & Scientific Systems, Inc, Silver Spring, MD, USA
| | - Linda Wieclaw
- Frontier Science & Technology Research Foundation, Amherst, NY, USA
| | - Robert Gross
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA
| | - Catherine Godfrey
- Division of AIDS, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Sandra W Cardoso
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | - Mumbi Makanga
- Kenya Medical Research Institute, Kisumu, Kenya; Center of Disease Control, Kisumu, Kenya
| | - Sharlaa Faesen
- Wits HIV Clinical Research Site, Johannesburg, South Africa
| | - Vidya Mave
- BJ Medical College Clinical Research Site, Pune, India
| | | | | | - Wadzanai Samaneka
- University of Zimbabwe College of Health Sciences Clinical Trials Research Centre, University of Zimbabwe, Harare, Zimbabwe
| | - Rode Secours
- Les Centres GHESKIO Clinical Research Site, Port-au-Prince, Haiti
| | - Marije van Schalkwyk
- Family Clinical Research Unit Clinical Research Site, Stellenbosch University, Cape Town, South Africa
| | - Rosie Mngqibisa
- Durban Adult HIV Clinical Research Site, Enhancing Care Foundation, Durban, South Africa
| | - Lerato Mohapi
- Soweto AIDS Clinical Trials Group Clinical Research Site, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | | | - Anchalee Avihingsanon
- Thai Red Cross AIDS Research Center Treatment Clinical Research Site, Bangkok, Thailand
| | - Breno R Santos
- Serviço de Infectologia, Hospital Nossa Senhora da Conceicao, Grupo Hospitalar Conceição, Porto Alegre, Brazil
| | | | - Cecilia Kanyama
- University of North Carolina Project, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Robert T Schooley
- Division of Infectious Disease, University of California, San Diego, CA, USA
| | - John W Mellors
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Carole L Wallis
- Bio Analytical Research Corporation South Africa, Lancet Laboratories, Johannesburg, South Africa
| | - Ann C Collier
- University of Washington School of Medicine, University of Washington, Seattle, WA, USA
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Mobile phone-enabled adherence in HIV/AIDS. LANCET DIGITAL HEALTH 2019; 1:e4-e5. [PMID: 33323240 DOI: 10.1016/s2589-7500(19)30008-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 03/27/2019] [Indexed: 11/21/2022]
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