About the Author(s)


Vincent M. Kiberu Email
Department of TeleHealth, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, South Africa

Maurice Mars symbol
Department of TeleHealth, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, South Africa

Richard E. Scott symbol
Department of TeleHealth, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, South Africa

Department of Community Health Sciences, University of Calgary, Canada

Department of Family Medicine, University of Calgary, Canada


Citation


Kiberu VM, Mars M, Scott RE. Barriers and opportunities to implementation of sustainable e-Health programmes in Uganda: A literature review. Afr J Prm Health Care Fam Med. 2017;9(1), a1277. https://doi.org/10.4102/phcfm.v9i1.1277

Review Article

Barriers and opportunities to implementation of sustainable e-Health programmes in Uganda: A literature review

Vincent M. Kiberu, Maurice Mars, Richard E. Scott

Received: 08 Aug. 2016; Accepted: 15 Dec. 2016; Published: 29 May 2017

Copyright: © 2017. The Author(s). Licensee: AOSIS.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Background: Most developing countries, including Uganda, have embraced the use of e-Health and m-Health applications as a means to improve primary healthcare delivery and public health for their populace. In Uganda, the growth in the information and communications technology industry has benefited the rural communities and also created opportunities for new innovations, and their application into healthcare has reported positive results, especially in the areas of disease control and prevention through disease surveillance. However, most are mere proof-of-concepts, only demonstrated in use within a small context and lack sustainability. This study reviews the literature to understand e-Health’s current implementation status within Uganda and documents the barriers and opportunities to sustainable e-Health intervention programmes in Uganda.

Methods: A structured literature review of e-Health in Uganda was undertaken between May and December 2015 and was complemented with hand searching and a document review of grey literature in the form of policy documents and reports obtained online or from the Ministry of Health’s Resource Centre.

Results: The searches identified a total of 293 resources of which 48 articles met the inclusion criteria of being in English and describing e-Health implementation in Uganda. These were included in the study and were examined in detail.

Conclusion: Uganda has trialled several e-Health and m-Health solutions to address healthcare challenges. Most were donor funded, operated in silos and lacked sustainability. Various barriers have been identified. Evidence has shown that e-Health implementations in Uganda have lacked prior planning stages that the literature notes as essential, for example strategy and need readiness assessment. Future research should address these shortcomings prior to introduction of e-Health innovations.

Introduction

The World Health Organization (WHO) defines e-Health as the use of information and communication technologies (ICTs) for health.1 e-Health enables public health and primary healthcare through activities such as disease surveillance, primary health data acquisition and analysis, support of community health workers, teleconsultation, tele-education, research and patient management. Managing a patient remotely using ICT is regarded as a more efficient means of delivering healthcare than transporting a patient from or a medical specialist to rural or remote locations.2 Learning from the developed world, sub-Saharan African countries are embracing e-Health as a means to improve accessibility to quality and equitable healthcare, especially for poor and vulnerable communities.3,4 These solutions use a variety of technological solutions, including online media, radio, fixed telephones, television and other devices for text messaging, teleconferencing, videoconferencing and sharing through e-mail.5,6,7 However, for most developing countries, e-Health remains a proof-of-concept activity, with only modest value demonstrated within small pilot projects.3,6,8

e-Health tools [mobile and fixed phones, voice over internet protocol, text and multimedia messaging] encourage communication between healthcare providers and their clients, sharing of information and knowledge among healthcare providers and establishing of better healthcare for patients.9 The use of the internet as a communication tool has also contributed to better disease management.10,11 Patients with chronic conditions are able to access treatment plans and individual medical records, consult with specialists at their convenience and access information on good healthy nutrition. Telemedicine services can potentially remedy some of the healthcare challenges in developing countries, especially in Africa, where distance, cost of equipment, time, limited human resources and lack of e-Health strategy remain major barriers that contribute to the poor quality of healthcare.3,12,13

While the potential of e-Health for sub-Saharan Africa is great, its uptake has been poor. A number of factors have been identified for this. These include: the excessive burden of disease in Africa14; the shortage of health professionals; a rapidly growing population which is outstripping the production of health workers; the low median age of people in sub-Saharan Africa of 19.5 years which, associated with poverty, results in low tax bases; unstable power provision; high telecommunication cost; lack of government will; and civil unrest which frequently results in damage to infrastructure. In contrast, opportunities exist as connectivity infrastructure (both internet and cellular phone based) grows and becomes cheaper, and widespread m-Health research in Africa affords the chance to leapfrog older, more expensive solutions. The literature on successful implementation of e-Health in Africa is limited to individual pilot or small-scale projects and is not generalisable.

Uganda is a landlocked country with a population of 41.2 million people, 85% of whom live in rural areas. The median age is 15 years. There are only eight physicians per 100 000 people who work in a pluralistic health system with a government-funded public sector, and private for profit and not for profit sectors supplemented by traditional and complementary medicine.

The public system is decentralised at district and sub-district levels ranging from national referral hospitals (NRHs), regional referral hospitals, general hospitals, health centres, to village health teams. The referral systems from lower to higher levels do not work well, due in part to poor transport and communication systems and staff shortages, with 44% of the established positions within the healthcare system vacant. The majority of the population is reliant on nurses, aid workers and traditional birth attendants for healthcare.15

The Government of Uganda recognises e-Health as an enabling platform to improve healthcare delivery by allowing doctors to consult and diagnose remotely, access patients’ medical information, provide district health information surveillance data and in addition facilitate research studies.2,5 The national data transmission backbone and e-Government infrastructure project (NBI/EGI) connect Uganda to neighbouring countries and links major towns, cities and government ministries and departments, with 48 government departments and six universities currently connected.

Internet penetration in Uganda is steadily growing – now estimated at 31%.16 Cellular phone coverage provided by private sector telecommunication companies has contributed to connectivity for the district, rural and remote areas. Improved internet bandwidth is seen as a major driver of voice and data communications, required for e-Health services.

Several studies conducted in developing countries, including Uganda, have demonstrated an increasing application of e-Health systems for healthcare delivery.17 The Government of Uganda recognises e-Health as a tool to improve health services delivery to its citizens but the country’s e-Health implementation status is unknown, and barriers and opportunities for sustainable e-Health implementation have not been documented. This study reviews the literature to understand the current status of e-Health implementation within Uganda and documents the barriers and opportunities to sustain e-Health intervention programmes in Uganda. This will inform policy- and decision-makers about critical areas of focus when designing and implementing sustainable e-Health innovations to strengthen healthcare delivery.

Methods

A structured search of peer-reviewed literature on e-Health in Uganda was undertaken between May and December 2015, and complemented with hand searching and a document review of grey literature in the form of policy documents and reports online or from the Ministry of Health’s (MoH’s) Resource Centre.

The online databases, PubMed, Google Scholar, Scopus, CINAHL (Cumulative Index to Nursing and Allied Health Literature), Embase, EBSCO Health and Lilacs (Virtual Health Library) were searched. Published articles were complemented with a desk review of unpublished documents: reports and policies related to e-Health implementation in Uganda obtained from the MoH library. In PubMed, the following search string was used: ‘Uganda’ [Mesh] AND (‘Telemedicine’ [MeSH] OR ‘telemedicine’ [Text word] OR ‘telemedicine’ [All fields] OR ‘e-Health’ [All fields] OR ‘e-Health’ [Text word] OR ‘cell phones’ [Mesh] OR ‘Cell phones’ [All fields] OR ‘Electronic Medical Records’ [Mesh] OR ‘Electronic Medical Records’ [All fields]). For Google Scholar, the search was performed using four key phrases; e-Health in Uganda, telemedicine in Uganda, electronic medical records (EMRs) in Uganda and m-Health in Uganda (only the first 100 resources from each of the four Google Scholar searches were reviewed). These searches were supplemented by search of conference proceedings from ISTAfrica and Med-e-Tel [all conference years, in two thematic areas (e-Health and m-Health)], and hand searching of unpublished documents, including reports and policies obtained from the MoH Resource Centre. Titles and abstracts were reviewed to determine inclusion or exclusion. Inclusion criteria were broad: the document reported on e-Health activities in Uganda, and was in English.

Results

The online searches identified 426 articles of which 146 articles were excluded as duplicates. In total, 293 unique resources were identified and reviewed: 280 from the database searches and 13 grey literature resources in the form of policy documents, reports and web articles. Inclusion criteria were not met by 245 articles and the remaining 48 articles were included in the study.

These 48 articles were classified according to the themes represented by the subject matter of the paper, thesis or report. The thematic areas were: m-Health – 23, electronic records systems – 8, telemedicine – 6, ICT – 6 and government policy documents and reports – 5 (Table 1). Most m-Health applications were proof-of-concept activities piloted as part of non-government organisation (NGO) projects and offered healthcare within particular communities in Uganda.

TABLE 1: A summary of articles and reports that met the inclusion criteria.
TABLE 1:(continues…) A summary of articles and reports that met the inclusion criteria.

Discussion

e-Health in Uganda started in the 1980s when an audio satellite connection was established between Uganda and Canada for postgraduate education support, to which was added electroencephalogram (EEG) transmission.18 The next phase was computerisation of the national databank at the MoH using Microsoft Access (1997–2001) followed by EpiInfo in 2002 for district health information analysis.63 In 2011, the MoH adopted and rolled out the District Health Management Information System (DHIS2) to the 112 districts of Uganda.64 This electronic system, which is widely used in Africa, aims to strengthen routine health data reporting from the district level to the national headquarters level (MoH), replacing the existing paper-based system.

Uganda has a fast growing ICT industry, especially in mobile technology. This has enabled innovations around m-Health tools, for instance, the ICT4MPOWER project initiated by the MoH, Uganda Communications Commission (UCC) and the Ministry of ICT (MoICT) aimed at strengthening the flow of information right from community to national levels of the healthcare system. The first site to benefit was Mukono Health Centre IV.6,57 In 2011, students of Makerere University developed ‘WinSenga’ – a foetal heart rate monitor using a smart phone.65,66 Another mobile application ‘Matibabu’ was developed in 2012 to perform a non-invasive malaria test, obviating the need to visit a laboratory technician at a health facility to draw a blood sample.67

An EMR system was implemented to improve access to antiretroviral treatment at the Reach out Mbuya HIV/AIDs clinic, which reduced missed appointments and improved clinic efficiency.27 In a similar setting, an m-Health intervention was introduced for community-based peer health workers (PHWs) providing HIV/AIDs care at the Rakai Service Health Program in rural Uganda. The PHWs were satisfied with the system which was found to improve communication among PHWs, patients and staff members.35 Text to Change, in partnership with AIDS Information Centre and Celtel mobile network, piloted an SMS mobile phone–based platform to scale up HIV/AIDs awareness and encourage participants to access HIV counselling and testing (HCT).33,68 The system created awareness through disseminating preventive and general health-related information to complement existing campaigns on prevention of HIV transmission and voluntary HCT.

The Uganda National Drug Authority developed an SMS-based platform (U-reporting) that is used to generate the national procurement and supply management plan.69 Similarly, in December 2011, the MoH-Uganda launched and successfully implemented mTrac (Mobile Tracking) as a RapidSMS-based health management information tool designed to strengthen health systems in Uganda using a basic mobile phone. The goal was to speed up response time and accountability while reporting on disease surveillance and medicine tracking in all 5000 health facilities in Uganda,70 which to a great extent has been achieved. Mobile phones have further been utilised to enhance access to health information and cell phone–based surveys. The MoH adopted and installed a knowledge management portal and a digital library, then a computerised and integrated human resource information system with several modules, a human resources (HR) management system, a licensure tracking system and a training and certification module.61

Uganda’s healthcare system has benefited from donor funding. The Canadian International Development Research Centre funded a telemedicine project based on the East African Telemedicine Project of the 1980s, ‘HealthNet’. The aim was to improve distance education among medical students and to enable resource sharing at Mulago hospital with other health workers in remote areas. In addition, a pilot project strove to enhance data capture, storage, interpretation and retrieval of patients’ information among health workers using a handheld computer (portable digital assistant).71

Ugandans seek healthcare through a range of telehealth or m-Health-related means. This includes calling into the local radio medical talk show to get medical advice from the doctor, while those with internet access probably subscribe to daily health tips via their mobile phones and e-mail addresses. In addition, they also use the phone application to diagnose their health conditions, search the internet for health information, post queries for alternative opinions and share experiences on health and illnesses on social networks.72

In June 2014, the Government of Uganda commissioned a new building complex for Masaka Referral Hospital that will be fitted with telemedicine related equipment such as televisions/monitors, internet connections, cameras and many others, which will allow patients to link with medical consultants at the NRH – Mulago, minimising physical daily referrals. Similarly, the University of Virginia (USA) and the Mbarara University of Science and Technology link by videoconferencing for interactions in research, education and clinical practices among students at both universities.73

Status of e-Health programmes in Uganda

The literature identified a spectrum of barriers and opportunities relevant to Uganda. These are discussed below according to the themes previously identified in Table 1.

According to Uganda’s 2013 national e-Health policy,5 most e-Health applications and products have been run in silos and are not interoperable or compatible, preventing sharing of information and services. Several technology innovations have remained as pilots for life as they are not interoperable as a result of divergent platforms. As in other developing countries, such e-Health initiatives are donor funded and often remain a proof-of-concept wherein technology is demonstrated within a limited context.5,6 The majority of such initiatives tend to remain as small or medium-sized ICT projects or have stalled or stagnated with the stoppage of donor funding. This has been attributed to lack of local ownership and accountability, support and funding.6 Poor coordination and communication, and a lack of proper e-Health implementation frameworks, are also cited as major challenges to sustainable e-Health programmes.55

Uganda’s National e-Health Policy also identifies the non-existence of e-Health standards and systems as challenges.5 There are no national guidelines for secure management of individuals’ electronic health information and services, placing personal data at risk. This may eventually be a barrier to adoption of e-Health and the realisation of its benefits such as enhancement of health information sharing and effective management of the health system. The Uganda Medical and Dental Practitioners Council, with an oversight function for legal and regulatory compliance, lacks competence in the area of e-Health and has not provided ethical guidelines.74

e-Health innovations can reduce healthcare costs and enable access to better quality healthcare, provided there is adequate infrastructure. However, consistent power blackouts, loss of internet connectivity and the presence of an unskilled health workforce hinder its uptake.64 Despite the existing barriers, sustainable e-Health programmes can be implemented in Uganda. Similar to other African countries, Uganda has implemented 3G and 4G broadband internet services to raise internet penetration.16,75 However, the experience is that 3G and 4G services are not available in most rural areas as the people are too poor to make it economically viable.16

Telehealth systems

In the 1980s, the first teleconferencing link established between University of Nairobi, Makerere University and their Canadian counterparts failed because of political turbulence. Meanwhile, the programme provided for personal physician collaboration where faculty from Uganda and Kenya received training in particular fields, while those from Canada served as visiting faculty at the different universities.18 In addition, international and local partners together with UNESCO funded a three-year telecentre project at Uganda’s Nakaseke Multipurpose Community Telecentre (MCT) to provide services such as printing, internet/emails and telephone services. In addition, telemedicine services were offered between Nakaseke hospital and Mulago national referral hospital, aimed at improving quality of life for the community. Similar to the internet-based telepathology link between Uganda and Germany that was faced with slow internet speed,22 the MCT project was constrained by poor telecommunications infrastructure, persistent power blackouts and an illiterate community.19

Lack of knowledge and skills about telehealth, and the absence of policy and guidelines for the use of telehealth at hospitals, have been cited as major barriers to its adoption in Uganda.21 Consequently, studies have recommended designing a suitable and appropriate telemedicine framework that would lead towards adoption of sustainable telemedicine programmes in developing countries like Uganda.21,23 The Uganda–Austria Tele-Dermatology Web Consultation and E-Learning Project was successfully implemented. However, that project faced barriers such as consistent interruption with the internet connections, lack of medical specialists (notably dermatologists), limited support from the ICT technical staff and most importantly resistance from the local dermatologists because they looked at the process of transmitting images as an extra workload.20

Information and communication technology knowledgeable workforce

Human resources for e-Health comprise health workers, ICT professionals and electronic content developers. These health cadres have low levels of computer literacy and skills to use ICT equipment and systems, especially those in rural areas.56 Integrating ICT within the current hospital setting is seen as an extra burden to the nurses and doctors, an added responsibility which draws them away from their core duties. Further, in some health facilities where health workers are computer literate, computers are not used for routine official work. There is also a shortage of qualified ICT personnel to manage and maintain technology equipment and to support health workers to use such equipment and systems, especially at lower health facilities.55

Countering this reality, ICT development has had a profound impact on Uganda’s economy.28 Uganda’s Vision 2040 puts in focus the need for developing ICT infrastructure in education and other government structures to take advantage of the ICT-enabled environment, and to prepare a future generation of ICT-proficient citizens. The rapid development in ICT and its use in many of the public sectors in Uganda present an opportunity for collaboration and partnership for health information access and dissemination, timely access to healthcare delivery and to enhance the quality of teaching and learning. However, in order for the health sector to tap into the benefits of e-Health, organisations need to be assessed for readiness and the right policies, strategies, regulations and resources need to be in place. Such policies and strategies might include the National e-Health Strategy, Health Sector Strategic Investment Plan and Health Systems Strategic Report.

m-Health

In addition, there is promise for m-Health interventions and increased use of mobile phone technology in Uganda in both rural and urban communities despite the poverty levels.44,50 The evolution of the cell phone into the multi-featured smartphone makes them handy and sophisticated devices to carry, and allows transfer of high resolution images. These features can facilitate health education, and store and forward telemedicine and disease prevention initiatives.36

Uganda has adopted e-Health services such as m-Health programmes to improve healthcare delivery.6 However, most of such innovations are proof-of-concept, donor funded and lack sustainability and scalability plans.6,8 Mobile phones are very flexible and cost-efficient devices for data acquisition and storage. To that effect, a secure architecture for handling personal health records on mobile phones was proposed.29 The assumption was that the cheaper bandwidth would lead to high-speed internet to support technology-enabled services. Health institutions, medical practitioners and other citizens – regardless of geographical location – would be able to link with and share or seek medical expertise and knowledge. For instance, a doctor in one part of the country could conduct a consultation in another part of the country via video conferencing, while health workers could acquire more knowledge and skills using tele-education and teleconsultation.

Electronic medical record systems

Electronic medical records (EMRs) are used for storage, management and retrieval of patients’ data.25 Shuaib et al. specifically reported that developed countries are doing well as far as patients’ data are concerned, unlike their counterparts in developing countries that still experience some challenges,76 particularly with ethical issues in accessing patients’ data.77,78 For instance in Kenya, despite the rollout of EMRs to several sites, a project was hampered by limitations such as inadequate infrastructure, system interoperability and lack of skilled expertise.79 Similar challenges coupled with inadequate funding and resistance from health workers were encountered in Uganda during implementation of EMRs, such as OpenMRS, mTrack and DHIS2.64,70

Keys to sustainable e-Health programmes

Regardless of the presence of a strategy to guide implementation, or an evidence based need, if the setting is not ‘ready’ to use these innovations, they will not succeed.80 e-Health readiness assessment in relation to physical infrastructure, technology equipment, user and managers’ skills, policies, regulations and guidelines should be undertaken prior to implementing any e-Health system.81,82 Three factors – all part of readiness – have been identified as hindrances to adopting telemedicine in Uganda: lack of knowledge and skills, lack of policy and resistance from healthcare workers.21 There is need for evidence of the impact of, and readiness for, e-Health systems before further investment of resources in development and implementation of such systems.17 Failure of e-Health projects has been attributed to poor initial planning and research design, insufficient computing skills, lack of change management and lack of technology readiness.83 It has been recommended that policy and healthcare managers undertake adequate planning and make better use of their resources for successful and sustainable e-Health projects.84 There is no evidence in the literature of e-Health readiness assessment having been conducted prior to implementation of any e-Health projects in Uganda. Studies have shown how a few developing countries (Ethiopia, South Africa and India)3,12,85,86 are successfully adopting e-Health systems.87,88,89 Developing countries like Uganda should learn from the experiences of such countries to innovate and implement their own sustainable e-Health programmes.

Opportunities exist to respond to many of the challenges identified. Conventional guidance highlights the requirement for a defensible (health needs based, evidence based and prioritised) e-Health strategy that invokes e-Health only when demonstrated to offer viable solutions.90,91 Similarly, the literature shows sustainability to be enhanced by following a traditional process extending from needs and readiness assessment, through piloting and change management, to evaluation, although the rise of ‘spontaneous telemedicine’ offers an alternative route particularly for developing countries.92 While response to clear need for a change is emphasised as the stimulus for readiness to change, it must be multilateral considering the perspective and needs of the many stakeholders involved, including providers, patients, payers, etc.95 Introducing solutions that do not increase the workload of providers or inconvenience for patients, and consideration of transfer of skills are also necessary. Finally, construction of an enabling legal and ethical policy environment, and preparation of clear best practice guidelines have also been identified as easing implementation.91

Significance to primary health care

e-Health is among the building blocks upon which modern health sectors are built. This involves combined use in the health sector of ICTs for learning, research, data acquisition, surveillance, storage and access to patient data and clinical care even at a distance. In developing countries, e-Health solutions have the potential to improve health through enhancing capacity of the health workforce, especially where traditional means are lacking. They may also improve access to relevant information through eliminating constraints like distance and time in accessing information and sharing knowledge.

Conclusion

The literature shows a plethora of e-Health-related activities within Uganda over many years. Uganda has trialled several e-Health and m-Health solutions but most were donor funded, operated in silos and lacked sustainability. Evidence has shown that e-Health implementations in Uganda have lacked prior planning stages of need and readiness assessment, noted in the literature as essential. It is clear that the healthcare system in Uganda has taken the initiative to adopt e-Health programmes such as mobile applications and health information systems. Several barriers have been identified. Furthermore, several ICT infrastructural enhancements geared towards reducing costs of internet bandwidth will contribute to future implementation of more e-Health programmes, enabling teleconsultations, tele-education and teleconferencing activities. However, implementation must lead to sustained programmes. This requires evidence based and defensible strategy, needs based applications, a skilled and a knowledgeable workforce and a ‘ready’ setting. There is no evidence in the literature of a holistic ‘e-Health Readiness Assessment’ having taken place in any of the existing projects prior to implementation. Further research on the development and use of e-Health readiness tools relevant to Uganda is required, and awareness of the need to conduct e-Health readiness assessment during the planning of e-Health programmes needs to be raised.

Acknowledgements

Research reported in this publication was supported by the Fogarty International Center of the National Institutes of Health under Award Number D43TW007004. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The authors declare that they have no competing interests in publishing the piece of work.

Competing interests

The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.

Authors’ contributions

V.M.K., M.M. and R.E.S. conceptualised the study and participated in the literature review. V.M.K. wrote the first draft of the paper; M.M. and R.E.S. revised it. All authors read through and approved the paper for final submission.

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İktisadi İdari ve Siyasal Araştırmalar Dergisi  vol: 7  issue: 19  first page: 678  year: 2022  
doi: 10.25204/iktisad.1023768

33. Users involvement in the electronic health information systems development process in Uganda: what is missing in relation to requirements gathering and analysis
Christine Kalumera Akello, Josephine Nabukenya
Oxford Open Digital Health  vol: 2  year: 2024  
doi: 10.1093/oodh/oqae020

34. A systematic review of the factors that hinder the scale up of mobile health technologies in antenatal care programmes in sub-Saharan Africa
Tarisai Kudakwashe Manyati, Morgen Mutsau
African Journal of Science, Technology, Innovation and Development  vol: 13  issue: 1  first page: 125  year: 2021  
doi: 10.1080/20421338.2020.1765479

35. Unlocking the potential of telehealth in Africa for HIV: opportunities, challenges, and pathways to equitable healthcare delivery
Diego F. Cuadros, Qian Huang, Thulile Mathenjwa, Dickman Gareta, Chayanika Devi, Godfrey Musuka
Frontiers in Digital Health  vol: 6  year: 2024  
doi: 10.3389/fdgth.2024.1278223

36. Identifying barriers in telemedicine-supported integrated care research: scoping reviews and qualitative content analysis
Lorenz Harst, Patrick Timpel, Lena Otto, Peggy Richter, Bastian Wollschlaeger, Katja Winkler, Hannes Schlieter
Journal of Public Health  vol: 28  issue: 5  first page: 583  year: 2020  
doi: 10.1007/s10389-019-01065-5

37. Assessing the Role of Fourth Industrial Revolution (4IR) Technologies (SDG 9) to Enhance Public Service Delivery
Shikha Vyas-Doorgapersad, Mncedisi Ncamphalala
Journal of Lifestyle and SDGs Review  vol: 5  issue: 9  first page: e7625  year: 2025  
doi: 10.47172/2965-730X.SDGsReview.v5.n09.pe07625

38. Expectations of telemedicine health service adoption in rural Bangladesh
Khondker Mohammad Zobair, Louis Sanzogni, Kuldeep Sandhu
Social Science & Medicine  vol: 238  first page: 112485  year: 2019  
doi: 10.1016/j.socscimed.2019.112485

39. Knowledge, Perception, and Use of Medical Applications Among Health Professions’ Students in a Nigerian University
Chidozie Emmanuel Mbada, David Bamidele Olakorede, Chizoba Favour Igwe, Clara Toyin Fatoye, Funminiyi Sunday Olatoye, Adewale Isaiah Oyewole, Adaobi Margaret Okonji, Marufat Oluyemisi Odetunde, Adesola Christiana Odole, Francis Fatoye
Journal of Medical Education  vol: 19  issue: 2  year: 2020  
doi: 10.5812/jme.103405

40. Peer supervision experiences of drug sellers in a rural district in East-Central Uganda: a qualitative study
Arthur Bagonza, Henry Wamani, Stefan Peterson, Andreas Mårtensson, Milton Mutto, David Musoke, Freddy Eric Kitutu, David Mukanga, Linda Gibson, Phyllis Awor
Malaria Journal  vol: 19  issue: 1  year: 2020  
doi: 10.1186/s12936-020-03343-0

41. Perceived acceptability, barriers and enablers in implementing mobile phone messaging-based message-framing intervention for improved maternal and newborn care in Jimma Zone, Ethiopia: a qualitative study
Gebeyehu Bulcha, Hordofa Gutema, Demisew Amenu, Zewdie Birhanu
BMJ Open  vol: 15  issue: 5  first page: e088342  year: 2025  
doi: 10.1136/bmjopen-2024-088342

42. Adoption of McKinsey 7s Model in Development of Strategies to Enhance the Utilisation of Digital Health in Early Detection and Treatment of Pre‐Eclampsia by Gravid Women at the Rural Context: Mixed‐Method Study
Mxolisi Welcome Ngwenya, Livhuwani Muthelo, Tebogo Maria Mothiba
Nursing Open  vol: 12  issue: 3  year: 2025  
doi: 10.1002/nop2.70162

43. Critical risk and success factors for sustainability of an electronic health data capture, processing and dissemination platform for Uganda
Josephine Nabukenya, Lydia Drumright, Andrew Egwar Alunyu, Agnes Rwashana Semwanga
Health Informatics Journal  vol: 29  issue: 2  year: 2023  
doi: 10.1177/14604582231180576

44. Knowledge, Perceptions and Attitudes of eHealth and Health Technology among Nursing Students from Gauteng Province, South Africa
Eucebious Lekalakala-Mokgele, Mygirl P. Lowane, Ntlogeleng Mabina Mogale
Healthcare  vol: 11  issue: 12  first page: 1672  year: 2023  
doi: 10.3390/healthcare11121672

45. Contributions of District Health Information Software 2 (DHIS2) to maternal and child health service performance in Ethiopia: an interrupted time series mixed-methods study
Taddese Alemu Zerfu, Moges Asressie, Amare Abera Tareke, Zenebu Begna, Tigist Habtamu, Netsanet Werkneh, Tariku Nigatu, Meskerem Jisso, Addisalem Genta
Archives of Public Health  vol: 83  issue: 1  year: 2025  
doi: 10.1186/s13690-025-01641-0

46. Digital technology and intentions to adopt digital e-health practices among health-care professionals
Nadia A. Abdelmegeed Abdelwahed, Mohammed A. Al Doghan, Ummi Naiemah Saraih, Bahadur Ali Soomro
International Journal of Human Rights in Healthcare  vol: 18  issue: 1  first page: 36  year: 2025  
doi: 10.1108/IJHRH-08-2023-0073

47. Demand sensing and digital tracking for maternal child health (MCH) in Uganda: a pilot study for ‘E+TRA health’
Dawei Wang, Rhoann Kerh, Sungbum Jun, Seokcheon Lee, Roy William Mayega, Julius Ssentongo, Andualem Oumer, Md Haque, Priyanka Brunese, Yuehwern Yih
BMC Medical Informatics and Decision Making  vol: 22  issue: 1  year: 2022  
doi: 10.1186/s12911-022-01982-8

48. Barriers and facilitators of evidence-based practice among lecturers at Makerere University College of Health Sciences, Uganda: a qualitative study
Dorothy Irene Nalweyiso, Johnson Mbabazi, Joseph Kabanda, Jeff Breckon, Lawrence Achilles Nnyanzi, Michael Grace Kawooya, Aloysius Gonzaga Mubuuke, Josette Bettany Saltikov, Katherine Sanderson
Cogent Education  vol: 11  issue: 1  year: 2024  
doi: 10.1080/2331186X.2024.2407185

49. Organizational e-Health Readiness: How to Prepare the Primary Healthcare Providers’ Services for Digital Transformation
Agnieszka Kruszyńska-Fischbach, Sylwia Sysko-Romańczuk, Tomasz M. Napiórkowski, Anna Napiórkowska, Dariusz Kozakiewicz
International Journal of Environmental Research and Public Health  vol: 19  issue: 7  first page: 3973  year: 2022  
doi: 10.3390/ijerph19073973

50. Impact of a mobile phone-based interactive voice response software on tuberculosis treatment outcomes in Uganda (CFL-TB): a protocol for a randomized controlled trial
Dathan Mirembe Byonanebye, Hope Mackline, Christine Sekaggya-Wiltshire, Agnes N. Kiragga, Mohammed Lamorde, Elizabeth Oseku, Rachel King, Rosalind Parkes-Ratanshi
Trials  vol: 22  issue: 1  year: 2021  
doi: 10.1186/s13063-021-05352-z

51. Digital health services in Bangladesh—The need for a sustainable design framework
Arnob Zahid, Uday N. Yadav, Sabuj K. Mistry
World Medical & Health Policy  vol: 15  issue: 4  first page: 682  year: 2023  
doi: 10.1002/wmh3.580

52. Assessing the e-health literacy level and its predictors in heart patients: A Case Study in a Heart Hospital Center in Iran
Nasim Aslani, Ali Garavand, Mina Lazem, Freshteh Davoodi, Heshmatollah Asadi, Pooria Afsharifard
Journal of Education and Health Promotion  vol: 12  issue: 1  year: 2023  
doi: 10.4103/jehp.jehp_1763_22

53. Overcoming barriers to eLearning in business education: a qualitative study from Uganda
Mahadih Kyambade, Afulah Namatovu
Cogent Education  vol: 12  issue: 1  year: 2025  
doi: 10.1080/2331186X.2025.2584924

54. Exploring barriers to adoption of telemedicine platforms in rural Nigerian communities
Akinade Adebowale Adewojo, Precious Olalere
Informatics for Health and Social Care  first page: 1  year: 2026  
doi: 10.1080/17538157.2026.2614661

55. Measuring what matters – information systems for management of chronic disease in primary healthcare settings in low and middle-income countries: challenges and opportunities
R. Mayston, K. Ebhohimen, K. Jacob
Epidemiology and Psychiatric Sciences  vol: 29  year: 2020  
doi: 10.1017/S204579602000030X

56. Telemedicine is an important aspect of healthcare services amid COVID‐19 outbreak: Its barriers in Bangladesh and strategies to overcome
Saifur Rahman Chowdhury, Tachlima Chowdhury Sunna, Shakil Ahmed
The International Journal of Health Planning and Management  vol: 36  issue: 1  first page: 4  year: 2021  
doi: 10.1002/hpm.3064

57. Electronic Consultation and Service Delivery in Selected Public Hospitals in Kenya
Lawrence Nduva Munyaka, Dorothy Kyalo, Raphael Nyonje, Angeline Mulwa
International Journal of E-Services and Mobile Applications  vol: 16  issue: 1  first page: 1  year: 2024  
doi: 10.4018/IJESMA.361579

58. Factors influencing the availability and use of electronic medical records systems in public health facilities in Uganda: a cross-sectional assessment
Anthony Ddamba, Benard Nsubuga, Moses Kamabare, Ernest Abaho, Kassim Alinda, David Arinaitwe, Phillip Ampaire, Harriet Akello
BMC Medical Informatics and Decision Making  vol: 25  issue: 1  year: 2025  
doi: 10.1186/s12911-025-03190-6

59. Direct reporting of adverse drug reactions by healthcare consumers in Africa: a narrative review
Halimat Adedeji-Adenola, Manimbulu Nlooto
International Journal of Clinical Pharmacy  vol: 43  issue: 1  first page: 11  year: 2021  
doi: 10.1007/s11096-020-01141-x

60. Effectiveness of eHealth Self-management Interventions in Patients With Heart Failure: Systematic Review and Meta-analysis
Siru Liu, Jili Li, Ding-yuan Wan, Runyi Li, Zhan Qu, Yundi Hu, Jialin Liu
Journal of Medical Internet Research  vol: 24  issue: 9  first page: e38697  year: 2022  
doi: 10.2196/38697

61. eHealth Implementation Issues in Low-Resource Countries: Model, Survey, and Analysis of User Experience
Norman Archer, Cynthia Lokker, Maryam Ghasemaghaei, Deborah DiLiberto
Journal of Medical Internet Research  vol: 23  issue: 6  first page: e23715  year: 2021  
doi: 10.2196/23715

62. Use and Perceptions of Information and Communication Technologies Among Ecuadorian Nurses: A Cross-sectional Study
Ivan Chérrez-Ojeda, Miguel Felix, Valeria L. Mata, Emanuel Vanegas, Daniel Simancas-Racines, Manuel Aguilar, Antonio WD Gavilanes, Peter Chedraui, Carlos Vera
The Open Nursing Journal  vol: 14  issue: 1  first page: 8  year: 2020  
doi: 10.2174/1874434602014010001

63. Implementing mHealth Interventions in a Resource-Constrained Setting: Case Study From Uganda
Amanda J Meyer, Mari Armstrong-Hough, Diana Babirye, David Mark, Patricia Turimumahoro, Irene Ayakaka, Jessica E Haberer, Achilles Katamba, J Lucian Davis
JMIR mHealth and uHealth  vol: 8  issue: 7  first page: e19552  year: 2020  
doi: 10.2196/19552

64. Implementation of a Clinical Decision Support System for Antimicrobial Prescribing in Sub-Saharan Africa: Multisectoral Qualitative Study
Nathan Peiffer-Smadja, Sophie Descousse, Elsa Courrèges, Audrey Nganbou, Pauline Jeanmougin, Gabriel Birgand, Séverin Lénaud, Anne-Lise Beaumont, Claire Durand, Tristan Delory, Josselin Le Bel, Elisabeth Bouvet, Sylvie Lariven, Eric D'Ortenzio, Issa Konaté, Marielle Karine Bouyou-Akotet, Abdoul-Salam Ouedraogo, Gisèle Affoue Kouakou, Armel Poda, Corinne Akpovo, François-Xavier Lescure, Aristophane Tanon
Journal of Medical Internet Research  vol: 26  first page: e45122  year: 2024  
doi: 10.2196/45122

65. Contextualised digital health communication infrastructure standards for resource-constrained settings: Perception of digital health stakeholders regarding suitability for Uganda’s health system
Andrew Egwar Alunyu, Mercy Rebekah Amiyo, Josephine Nabukenya, Stefano Canali
PLOS Digital Health  vol: 3  issue: 9  first page: e0000603  year: 2024  
doi: 10.1371/journal.pdig.0000603

66. Development of a conceptual framework for linking mHealth applications to eRecord systems in Botswana
Kagiso Ndlovu, Maurice Mars, Richard E. Scott
BMC Health Services Research  vol: 21  issue: 1  year: 2021  
doi: 10.1186/s12913-021-07134-4

67. A systematic review of reviews to identify key research opportunities within the field of eHealth implementation
Bakhtiyar Ahmed, Thomas Dannhauser, Nada Philip
Journal of Telemedicine and Telecare  vol: 25  issue: 5  first page: 276  year: 2019  
doi: 10.1177/1357633X18768601

68. Use and Perceptions of Information and Communication Technologies Among Ecuadorian Nurses: A Cross-sectional Study
Ivan Chérrez-Ojeda, Miguel Felix, Valeria L. Mata, Emanuel Vanegas, Daniel Simancas-Racines, Manuel Aguilar, Antonio WD Gavilanes, Peter Chedraui, Carlos Vera
The Open Nursing Journal  vol: 14  issue: 1  first page: 8  year: 2020  
doi: 10.2174/1874434602014010008