Assessing the potential of wearable health monitors for health system strengthening in low- and middle-income countries: a prospective study of technology adoption in Cambodia
- PMID: 35262172
- PMCID: PMC9469886
- DOI: 10.1093/heapol/czac019
Assessing the potential of wearable health monitors for health system strengthening in low- and middle-income countries: a prospective study of technology adoption in Cambodia
Abstract
Wearable health monitors are a rapidly evolving technology that may offer new opportunities for strengthening health system responses to cardiovascular and other non-communicable diseases (NCDs) in low- and middle-income countries (LMICs). In light of this, we explored opportunities for, and potential challenges to, technology adoption in Cambodia, considering the complexity of contextual factors that may influence product uptake and sustainable health system integration. Data collection for this study involved in-depth interviews with national and international stakeholders and a literature review. The analytical approach was guided by concepts and categories derived from the non-adoption, abandonment, scale-up, spread, and sustainability (NASSS) framework-an evidence-based framework that was developed for studying health technology adoption and the challenges to scale-up, spread and sustainability of such technologies in health service organizations. Three potential applications of health wearables for the prevention and control of NCDs in Cambodia were identified: health promotion, follow-up and monitoring of patients and surveys of NCD risk factors. However, several challenges to technology adoption emerged across the research domains, associated with the intended adopters, the organization of the national health system, the wider infrastructure, the regulatory environment and the technology itself. Our findings indicate that, currently, wearables could be best used to conduct surveys of NCD risk factors in Cambodia and in other LMICs with similar health system profiles. In the future, a more integrated use of wearables to strengthen monitoring and management of patients could be envisaged, although this would require careful consideration of feasibility and organizational issues.
Keywords: Cambodia; cardiovascular disease; digital health; health wearables; mHealth; non-communicable disease.
© The Author(s) 2022. Published by Oxford University Press in association with The London School of Hygiene and Tropical Medicine.
Similar articles
-
User experiences and perceptions of health wearables: an exploratory study in Cambodia.Glob Health Res Policy. 2021 Sep 23;6(1):33. doi: 10.1186/s41256-021-00221-3. Glob Health Res Policy. 2021. PMID: 34556184 Free PMC article.
-
Beyond Adoption: A New Framework for Theorizing and Evaluating Nonadoption, Abandonment, and Challenges to the Scale-Up, Spread, and Sustainability of Health and Care Technologies.J Med Internet Res. 2017 Nov 1;19(11):e367. doi: 10.2196/jmir.8775. J Med Internet Res. 2017. PMID: 29092808 Free PMC article.
-
Can mHealth and eHealth improve management of diabetes and hypertension in a hard-to-reach population? -lessons learned from a process evaluation of digital health to support a peer educator model in Cambodia using the RE-AIM framework.Mhealth. 2020 Oct 5;6:40. doi: 10.21037/mhealth-19-249. eCollection 2020. Mhealth. 2020. PMID: 33437836 Free PMC article.
-
Integrating tuberculosis and noncommunicable diseases care in low- and middle-income countries (LMICs): A systematic review.PLoS Med. 2022 Jan 18;19(1):e1003899. doi: 10.1371/journal.pmed.1003899. eCollection 2022 Jan. PLoS Med. 2022. PMID: 35041654 Free PMC article.
-
Implementation factors of non-communicable disease policies and programmes for children and youth in low-income and middle-income countries: a systematic review.BMJ Paediatr Open. 2024 Jun 3;8(1):e002556. doi: 10.1136/bmjpo-2024-002556. BMJ Paediatr Open. 2024. PMID: 38830723 Free PMC article.
Cited by
-
From theoretical models to practical deployment: A perspective and case study of opportunities and challenges in AI-driven cardiac auscultation research for low-income settings.PLOS Digit Health. 2024 Dec 4;3(12):e0000437. doi: 10.1371/journal.pdig.0000437. eCollection 2024 Dec. PLOS Digit Health. 2024. PMID: 39630646 Free PMC article.
-
Wearables and Smartphones for Tracking Modifiable Risk Factors in Metabolic Health: Protocol for a Scoping Review.JMIR Res Protoc. 2024 Nov 28;13:e59539. doi: 10.2196/59539. JMIR Res Protoc. 2024. PMID: 39608004 Free PMC article.
-
The NASSS (Non-Adoption, Abandonment, Scale-Up, Spread and Sustainability) framework use over time: A scoping review.PLOS Digit Health. 2025 Mar 17;4(3):e0000418. doi: 10.1371/journal.pdig.0000418. eCollection 2025 Mar. PLOS Digit Health. 2025. PMID: 40096260 Free PMC article.
-
Human Factors and Organizational Issues in Health Informatics: Review of Recent Developments and Advances.Yearb Med Inform. 2024 Aug;33(1):196-209. doi: 10.1055/s-0044-1800744. Epub 2025 Apr 8. Yearb Med Inform. 2024. PMID: 40199306 Free PMC article. Review.
-
Advancing mHealth Research in Low-Resource Settings: Young Women's Insights and Implementation Challenges with Wearable Smartwatch Devices in Uganda.Sensors (Basel). 2024 Aug 29;24(17):5591. doi: 10.3390/s24175591. Sensors (Basel). 2024. PMID: 39275502 Free PMC article.
References
-
- Babatunde AO, Abdulazeez AO, Adeyemo EA, Uche-Orji CI, Saliyu AA. 2021. Telemedicine in low and middle income countries: closing or widening the health inequalities gap? European Journal of Environment and Public Health 5: em0075.