{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T19:18:27Z","timestamp":1788290307491,"version":"build-2803163510"},"reference-count":55,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Hum Factors"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Virtual clinics allow doctors to connect to patients in difficult-to-reach locations. While this can result in improved access to care, implementing existing virtual clinics in these locations is difficult due to their contextual constraints. To address these challenges, a virtual clinic system for remote, rural, and underserved areas was developed based on user-centered design principles. To complete the user-centered design cycle, the developed system was then implemented and evaluated in the target contexts.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This study aimed to conduct a pilot study with the developed user-centered virtual clinic system to evaluate its performance in resource-limited settings. Patient, doctor, and nurse feedback was collected to understand how the virtual clinic system and implementation strategy might be improved before long-term implementation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>A pilot study was conducted at 2 health care facilities in South Africa\u20141 underserved public primary health clinic in the city of Cape Town, and 1 remote occupational health clinic in the Northern Cape Province. Doctor and nurse dyads participated in using the system to consult with real patients in each clinic. Patients received both virtual and physical examinations by the same doctor, and these 2 consultations were compared with one another. Surveys were conducted to gather patient feedback pre\u2013 and post\u2013virtual clinic consult. Observations of system usage were collected, and doctor and nurse participant interviews were conducted at the conclusion of each day. Qualitative data were thematically analyzed to understand barriers and facilitators of virtual consultations, as well as patient satisfaction.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>A total of 12 patient consultations were conducted using the virtual clinic system across 2 health care facilities. Two doctors and 2 nurses participated in the study as users. Doctor and nurse confidence in using the system increased over time. Doctors were confident that the virtual consultation format could be used to diagnose patients remotely. Key indicators of patient satisfaction were being included in consultation communication and understanding the benefits virtual care could offer. Potential barriers to virtual consultations were infrastructure offered by the implementation environment and medical device limitations.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>The results from this pilot study indicate that virtual clinic consultation is possible in low-resource settings using the developed virtual clinic system. This system can support patients in remote, rural, and underserved areas to receive certain health care services from a doctor without the doctor having to be physically present in the facility. The results encourage further scaling of the system to support long-term implementation in low-resource health clinics in South Africa and other sub-Saharan African countries.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/84272","type":"journal-article","created":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T19:01:45Z","timestamp":1788289305000},"page":"e84272-e84272","source":"Crossref","is-referenced-by-count":0,"title":["User-Centered Virtual Clinic Services for Remote, Rural, and Underserved Sub-Saharan Africa: Development and Usability Study"],"prefix":"10.2196","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9990-6221","authenticated-orcid":false,"given":"Abby","family":"Blocker","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6192-7809","authenticated-orcid":false,"given":"Ahmed","family":"Biyabani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5756-282X","authenticated-orcid":false,"given":"Joyce","family":"Mwangama","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2757-6646","authenticated-orcid":false,"given":"Mohammed Ishaaq","family":"Datay","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2146-5600","authenticated-orcid":false,"given":"Bessie","family":"Malila","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,9,1]]},"reference":[{"issue":"1","key":"R1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjoq-2020-001313","article-title":"Delivering outpatient virtual clinics during the COVID-19 pandemic: early evaluation of clinicians\u2019 experiences","volume":"11","author":"Vas","journal-title":"BMJ Open Qual"},{"issue":"3","key":"R2","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1258\/jtt.2012.SFT105","article-title":"Telehealth for nursing homes: the utilization of specialist services for residential care","volume":"18","author":"Gray","journal-title":"J Telemed Telecare"},{"issue":"5-6","key":"R3","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1080\/21678421.2018.1440408","article-title":"The TiM system: developing a novel telehealth service to improve access to specialist care in motor neurone disease using user-centered design","volume":"19","author":"Hobson","journal-title":"Amyotroph Lateral Scler Frontotemporal Degener"},{"issue":"6","key":"R4","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1089\/tmj.2020.0084","article-title":"The application of mobile telehealth system to facilitate patient information presentation and case discussion","volume":"26","author":"Ren","journal-title":"Telemed J E Health"},{"key":"R5","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-publhealth-040218-044206","article-title":"The digitization of patient care: a review of the effects of electronic health records on health care quality and utilization","volume":"40","author":"Atasoy","journal-title":"Annu Rev Public Health"},{"issue":"12","key":"R6","doi-asserted-by":"publisher","first-page":"1154","DOI":"10.1089\/tmj.2018.0227","article-title":"Telehealth decreases rural emergency department wait times for behavioral health patients in a group of critical access hospitals","volume":"25","author":"Fairchild","journal-title":"Telemed J E Health"},{"issue":"1","key":"R7","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.ijmedinf.2008.07.010","article-title":"Pulmonary telemedicine--a model to access the subspecialist services in underserved rural areas","volume":"78","author":"Raza","journal-title":"Int J Med Inform"},{"issue":"5","key":"R8","doi-asserted-by":"publisher","first-page":"890","DOI":"10.1016\/j.ajem.2018.08.017","article-title":"On-demand synchronous audio video telemedicine visits are cost effective","volume":"37","author":"Nord","journal-title":"Am J Emerg Med"},{"key":"R9","doi-asserted-by":"publisher","DOI":"10.1177\/2040622319891587","article-title":"Addressing cost and time barriers in chronic disease management through telemedicine: an exploratory research in select low- and middle-income countries","volume":"10","author":"Sayani","journal-title":"Ther Adv Chronic Dis"},{"issue":"1","key":"R10","doi-asserted-by":"publisher","DOI":"10.1186\/s41687-023-00659-8","article-title":"Patient-reported experiences and outcomes of virtual care during COVID-19: a systematic review","volume":"7","author":"Bajgain","journal-title":"J Patient Rep Outcomes"},{"key":"R11","unstructured":"Global fiber development index: 2020, a global index comparing fiber development on a country-by-country basis. Omdia. 2020. URL: https:\/\/worldbroadbandassociation.com\/wp-content\/uploads\/2021\/08\/FDI-White-Paper-Final_151020.pdf [Accessed 06-07-2025]"},{"issue":"3","key":"R12","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1109\/MCOMSTD.2017.1700023","article-title":"Bringing 5G into rural and low-income areas: is it feasible?","volume":"1","author":"Chiaraviglio","journal-title":"IEEE Comm Stand Mag"},{"key":"R13","doi-asserted-by":"publisher","DOI":"10.1016\/j.esd.2022.12.003","article-title":"Clean energy access as an enabler for social development: A multidimensional analysis for Sub-Saharan Africa","volume":"72","author":"Casati","journal-title":"Energy Sustainable Dev"},{"issue":"1-2","key":"R14","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1080\/07359680802126301","article-title":"Understanding health literacy for strategic health marketing: eHealth literacy, health disparities, and the digital divide","volume":"25","author":"Bodie","journal-title":"Health Mark Q"},{"key":"R15","unstructured":"Scheil-Adlung X . Global evidence on inequities in rural health protection: new data on rural deficits in health coverage for 174 countries. International Labour Organization; 2015. URL: https:\/\/www.ilo.org\/secsoc\/information-resources\/publications-and-tools\/Workingpapers\/WCMS_383890\/lang--en\/index.htm [Accessed 08-07-2025]"},{"key":"R16","unstructured":"Consolidated telemedicine implementation guide. World Health Organization; 2022. URL: https:\/\/iris.who.int\/bitstream\/handle\/10665\/364221\/9789240059184-eng.pdf?sequence=1 [Accessed 18-08-2026]"},{"issue":"1","key":"R17","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/s12553-021-00626-7","article-title":"The development of telemedicine programs in Sub-Saharan Africa: progress and associated challenges","volume":"12","author":"Dodoo","journal-title":"Health Technol"},{"issue":"1","key":"R18","doi-asserted-by":"publisher","DOI":"10.4102\/td.v20i1.1476","article-title":"A situational review of national Digital Health strategy implementation in sub-Saharan Africa","volume":"20","author":"Ogundaini","journal-title":"J Transdiscipl Res S Afr"},{"issue":"7","key":"R19","doi-asserted-by":"publisher","first-page":"762","DOI":"10.3390\/healthcare13070762","article-title":"Telemedicine adoption and prospects in Sub-Sahara Africa: a systematic review with a focus on South Africa, Kenya, and Nigeria","volume":"13","author":"Agbeyangi","journal-title":"Health Care (Don Mills)"},{"key":"R20","unstructured":"World Health Organization. National eHealth Strategy Toolkit. World Health Organization; 2012. URL: https:\/\/iris.who.int\/bitstream\/handle\/10665\/75211\/9789241548465_eng.pdf?sequence=1&isAllowed=y [Accessed 11-08-2025]"},{"key":"R21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2016.06.004","article-title":"Usability in telemedicine systems\u2014a literature survey","volume":"93","author":"Klaassen","journal-title":"Int J Med Inform"},{"key":"R22","doi-asserted-by":"publisher","DOI":"10.1177\/20552076221129064","article-title":"A digital self-care intervention for Ugandan patients with heart failure and their clinicians: user-centred design and usability study","volume":"8","author":"Hearn","journal-title":"Digit Health"},{"key":"R23","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2022.866155","article-title":"A perspective on how user-centered design could improve the impact of self-applied psychological interventions in low- or middle-income countries in Latin America","volume":"4","author":"Dominguez-Rodriguez","journal-title":"Front Digit Health"},{"key":"R24","doi-asserted-by":"crossref","unstructured":"Bekele R Groher I Sametinger J et al. User-centered design in developing countries: a case study of a sustainable intercultural healthcare platform in Ethiopia. Presented at: 2019 IEEE\/ACM Symposium on Software Engineering in Africa (SEiA); May 28, 2019:11-15; Montreal, QC, Canada. [doi: 10.1109\/SEiA.2019.00010]","DOI":"10.1109\/SEiA.2019.00010"},{"issue":"1","key":"R25","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-018-0587-9","article-title":"Design and evaluation of a mobile application to assist the self-monitoring of the chronic kidney disease in developing countries","volume":"18","author":"Sobrinho","journal-title":"BMC Med Inform Decis Mak"},{"key":"R26","unstructured":"Abras C Maloney-Krichmar D Preece J . User-centered design. In: Encyclopedia of Human-Computer Interaction. Vol 37. Sage Publications; 2004:445-456. ISBN: 0-9743091-2-5"},{"key":"R27","unstructured":"US Department of Health and Human Services. The Research-Based Web Design & Usability Guidelines. US Government Printing Office; 2006. URL: https:\/\/www.usability.gov\/sites\/default\/files\/documents\/guidelines_book.pdf [Accessed 08-07-2025]"},{"issue":"7","key":"R28","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1177\/1357633X15615048","article-title":"The EU-project United4Health: user-centred design of an information system for a Norwegian telemedicine service","volume":"22","author":"Smaradottir","journal-title":"J Telemed Telecare"},{"key":"R29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2019.02.007","article-title":"User-centred design for developing e-Health system for renal patients at home (AppNephro)","volume":"125","author":"Calvillo-Arbizu","journal-title":"Int J Med Inform"},{"key":"R30","doi-asserted-by":"publisher","DOI":"10.2196\/25361","article-title":"Development of a digital assistant to support teleconsultations between remote physicians and frontline health workers in India: user-centered design approach","volume":"10","author":"Verma","journal-title":"JMIR Hum Factors"},{"key":"R31","volume":"201","author":"Sanches","journal-title":"Stud Health Technol Inform"},{"key":"R32","doi-asserted-by":"publisher","DOI":"10.1177\/20552076241256752","article-title":"Development of a telemedicine virtual clinic system for remote, rural, and underserved areas using user-centered design methods","volume":"10","author":"Blocker","journal-title":"Digit Health"},{"issue":"1","key":"R33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijmedinf.2011.10.009","article-title":"Methodologies for assessing telemedicine: a systematic review of reviews","volume":"81","author":"Ekeland","journal-title":"Int J Med Inform"},{"key":"R34","unstructured":"Maeder AJ Wilson LS . Chapter 25: evaluating telehealth interventions. In: Handbook of eHealth Evaluation: An Evidence-Based Approach. University of Victoria; 2017. ISBN: 978-1-55058-602-2"},{"issue":"1","key":"R35","volume":"9","author":"Farag","journal-title":"Intersect Stanford J Sci Technol Soc"},{"key":"R36","unstructured":"About us: Mitchell\u2019s Plain Community Health Centre. Western Cape Department of Health. 2023. URL: https:\/\/d7.westerncape.gov.za\/mitchellsplain?toc_page=1 [Accessed 08-07-2025]"},{"key":"R37","unstructured":"Crime statistics: crime situation in republic of South Africa twelve (12) months (April to March 2019-20). South African Police Service; URL: https:\/\/www.saps.gov.za\/services\/april_to_march_2019_20_presentation.pdf [Accessed 08-07-2025]"},{"key":"R38","unstructured":"Western Cape Department of Health. The South African Triage Scale (SATS): training manual 2012. Western Cape Government; 2012. URL: https:\/\/emssa.org.za\/wp-content\/uploads\/2011\/04\/SATS-Manual-A5-LR-spreads.pdf [Accessed 08-07-2025]"},{"issue":"1","key":"R39","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1258\/135763303321159693","article-title":"Development of the Telemedicine Satisfaction Questionnaire to evaluate patient satisfaction with telemedicine: a preliminary study","volume":"9","author":"Yip","journal-title":"J Telemed Telecare"},{"issue":"3","key":"R40","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.pedhc.2019.11.008","article-title":"Nurse practitioner\u2013led telehealth to improve outpatient pediatric tracheostomy management in South Texas","volume":"34","author":"Moreno","journal-title":"J Pediatr Health Care"},{"issue":"11","key":"R41","doi-asserted-by":"publisher","first-page":"1074","DOI":"10.1097\/JXX.0000000000000495","article-title":"The use of telehealth to increase mental health services access and promote medication adherence in rural locations","volume":"33","author":"Talarico","journal-title":"J Am Assoc Nurse Pract"},{"issue":"4","key":"R42","doi-asserted-by":"publisher","first-page":"1088","DOI":"10.1002\/jmri.27641","article-title":"One-minute multi-contrast echo planar brain MRI in ischemic stroke: a retrospective observational study of diagnostic performance","volume":"54","author":"Kits","journal-title":"J Magn Reson Imaging"},{"key":"R43","doi-asserted-by":"crossref","unstructured":"Lawonn K Luz M Preim B Hansen C . Illustrative visualization of vascular models for static 2D representations. In: Navab N Hornegger J Wells W Frangi A , editors. Medical Image Computing and Computer-Assisted Intervention. Springer, Cham; 2015:9350. [doi: 10.1007\/978-3-319-24571-3_48]","DOI":"10.1007\/978-3-319-24571-3_48"},{"issue":"1","key":"R44","doi-asserted-by":"publisher","DOI":"10.1186\/s12875-025-02850-w","article-title":"Confidence in providing primary care to patients with low back pain among physiotherapists","volume":"26","author":"Shavit","journal-title":"BMC Prim Care"},{"key":"R45","doi-asserted-by":"publisher","DOI":"10.1136\/bmj-2022-074256","article-title":"Practical thematic analysis: a guide for multidisciplinary health services research teams engaging in qualitative analysis","volume":"381","author":"Saunders","journal-title":"BMJ"},{"issue":"1","key":"R46","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1097\/MLR.0000000000001664","article-title":"Guidelines for designing and evaluating feasibility pilot studies","volume":"60","author":"Teresi","journal-title":"Med Care"},{"issue":"7","key":"R47","doi-asserted-by":"publisher","DOI":"10.1111\/iwj.70719","article-title":"The implementation requirements of a virtual care program for patients with chronic wounds: a qualitative study","volume":"22","author":"Babaei","journal-title":"Int Wound J"},{"key":"R48","doi-asserted-by":"crossref","unstructured":"West R Michie S . A brief introduction to the COM-b model of behaviour and the PRIME theory of motivation. Qeios. Preprint posted online on Apr 9, 2020. [doi: 10.32388\/WW04E6.2]","DOI":"10.32388\/WW04E6.2"},{"issue":"6","key":"R49","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1016\/j.gaceta.2016.04.013","article-title":"Incentives and intrinsic motivation in healthcare","volume":"30","author":"Berdud","journal-title":"Gac Sanit"},{"key":"R50","doi-asserted-by":"publisher","DOI":"10.1177\/20552076231203595","article-title":"DECENT: a sociotechnical approach for developing mobile health apps in underserved settings","volume":"9","author":"Ikwunne","journal-title":"Digit Health"},{"issue":"12","key":"R51","doi-asserted-by":"publisher","DOI":"10.2196\/29098","article-title":"Perceptions of factors influencing engagement with health and well-being apps in the United Kingdom: qualitative interview study","volume":"9","author":"Szinay","journal-title":"JMIR Mhealth Uhealth"},{"key":"R52","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2023.1284566","article-title":"Transforming healthcare delivery: a descriptive study of a novel provider-to-provider virtual care platform","volume":"11","author":"Tennankore","journal-title":"Front Public Health"},{"issue":"8","key":"R53","doi-asserted-by":"publisher","first-page":"1209","DOI":"10.1177\/1357633X221139892","article-title":"Telehealth-guided provider-to-provider communication to improve rural health: a systematic review","volume":"30","author":"Totten","journal-title":"J Telemed Telecare"},{"issue":"8","key":"R54","doi-asserted-by":"publisher","first-page":"1184","DOI":"10.1016\/j.sapharm.2023.04.123","article-title":"Implementation of behaviour change training in practice amongst pharmacy professionals in primary care settings: Analysis using the COM-B model","volume":"19","author":"Seston","journal-title":"Res Social Adm Pharm"},{"key":"R55","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2021.635943","article-title":"Generation gaps in digital health literacy and their impact on health information seeking behavior and health empowerment in Hungary","volume":"9","author":"Papp-Zipernovszky","journal-title":"Front Public Health"}],"container-title":["JMIR Human Factors"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T19:01:47Z","timestamp":1788289307000},"score":1,"resource":{"primary":{"URL":"https:\/\/humanfactors.jmir.org\/2026\/1\/e84272"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9,1]]},"references-count":55,"URL":"https:\/\/doi.org\/10.2196\/84272","relation":{},"ISSN":["2292-9495"],"issn-type":[{"value":"2292-9495","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,9,1]]},"article-number":"v13i1e84272"}}