National Heart Foundation Hospital & Research InstituteDept. of Epidemiology and Research

PublicationsJMIR Research Protocols, 2025

Addressing Gaps in the Hypertension and Diabetes Care Continuum in Rural Bangladesh Through Digital Technology Supported Decentralized Primary Care: Study Protocol and Baseline Results for a Hybrid Effectiveness-Implementation Trial

Wubin Xie, Sabrina Ahmed, Ali Ahsan, Ananya Gupta, Anais Masako Keenan, Tanmoy Sarker, Fahmida Akter, Aysha Anan, Md Mokbul Hossain, Zahidul Quayyum, AHM Enayet Hussain, Md Robed Amin, Imran Ahmed Chowdhury, Mithila Faruque, Sohel Reza Choudhury, Ian Goon, Fred B Hersch, Lora Sabin, Brian F. Oldenburg, John Chambers, Malay Kanti Mridha

JMIR Research Protocols · 2025;15 · e71696 · doi:10.2196/71696

Abstract

Background. Hypertension and diabetes are very common, interrelated chronic conditions. Awareness, diagnosis, treatment, and control rates of these conditions remain low, and access to quality care-particularly in rural areas-is a persistent challenge in many low- and middle-income countries. Strengthening primary health care, including the use of digital tools, is important to improve management of these chronic conditions.

Objective. This study aims to assess the implementation and effectiveness of a multicomponent, decentralized primary care model in comparison with a digital health-only intervention and usual care in rural Bangladesh.

Methods. The study applies a type 2 hybrid effectiveness-implementation design, using a 3-arm quasi-experimental approach, comprising 2 intervention arms and 1 usual care comparison arm. The study is being conducted across 3 subdistricts in the Dinajpur district, Rangpur division, northern Bangladesh. Primary outcomes include blood pressure and blood glucose control rates, assessed by population-based repeated cross-sectional surveys with independent samples, supplemented by facility-based prospective cohort data. Additionally, a mixed methods process evaluation is being conducted to capture the quantity, fidelity, adaptations, reach, and context of the interventions.

Results. The baseline community survey was conducted between January and March 2024, enrolling 6849 participants distributed across 3 arms: 2262 in usual care, 2287 in the digital-only arm, and 2300 in the multicomponent intervention arm. Participants had a mean age of 55.9 (SD 10.6) years with equal sex distribution (female: 3432/6849, 50.1%). Educational attainment was low, with 39.5% (2704/6849) of participants having no formal schooling and only 12.1% (917/6849) attaining secondary or higher education. The majority (6316/6849, 92.2%) reported being either self-employed or homemakers. The age-standardized baseline blood pressure control rate among all participants with hypertension was 10.2% overall, while the glycemic control rate among those with diabetes was 14.9%. Awareness and treatment rates for hypertension were 35.3% and 23.0%, respectively, compared to 60.7% and 34.5% for diabetes.

Conclusions. The study findings will provide critical evidence on scalable models for decentralized noncommunicable disease care and will have important implications for improving the management of hypertension and diabetes in Bangladesh and similar low-resource settings globally.

Keywords Protocol (science) · Baseline (sea) · Primary care · Diabetes mellitus · Digital health · Disease · Disease management · Diabetes management · eHealth

Cite this paper

Wubin Xie, Sabrina Ahmed, Ali Ahsan, Ananya Gupta, Anais Masako Keenan, Tanmoy Sarker, Fahmida Akter, Aysha Anan, Md Mokbul Hossain, Zahidul Quayyum, AHM Enayet Hussain, Md Robed Amin, Imran Ahmed Chowdhury, Mithila Faruque, Sohel Reza Choudhury, Ian Goon, Fred B Hersch, Lora Sabin, Brian F. Oldenburg, John Chambers, & Malay Kanti Mridha. (2025). Addressing Gaps in the Hypertension and Diabetes Care Continuum in Rural Bangladesh Through Digital Technology Supported Decentralized Primary Care: Study Protocol and Baseline Results for a Hybrid Effectiveness-Implementation Trial.  JMIR Research Protocols, 15, e71696. https://doi.org/10.2196/71696

Authors and affiliations

  1. Wubin Xie

    Nanyang Technological University

    ORCID 0000-0002-1089-5149
  2. Sabrina Ahmed

    North South University

    ORCID 0000-0001-6256-1389
  3. Ali Ahsan

    BRAC University

    ORCID 0009-0002-0934-4136
  4. Ananya Gupta

    Nanyang Technological University

    ORCID 0000-0003-0595-4922
  5. Anais Masako Keenan

    Australian Institute of Family Studies

    ORCID 0009-0007-3981-2179
  6. Tanmoy Sarker

    BRAC University

    ORCID 0009-0007-0066-6418
  7. Fahmida Akter

    University of South Carolina

    ORCID 0000-0001-9294-265X
  8. Aysha Anan

    BRAC University

    ORCID 0009-0009-4197-9669
  9. Md Mokbul Hossain

    BRAC University

    ORCID 0000-0002-8058-4776
  10. Zahidul Quayyum

    BRAC University

    ORCID 0000-0002-2276-4576
  11. AHM Enayet Hussain

    Directorate General of Health Services

    ORCID 0000-0003-2715-5574
  12. Md Robed Amin

    Directorate General of Health Services

    ORCID 0000-0002-5500-5103
  13. Imran Ahmed Chowdhury

    BRAC

    ORCID 0000-0002-9752-8754
  14. Mithila Faruque

    Bangladesh University of Health Sciences

    ORCID 0000-0002-4731-2824
  15. Sohel Reza Choudhury

    National Heart Foundation Hospital & Research Institute

    ORCID 0000-0002-7498-4634
  16. Ian Goon

    Baker Heart and Diabetes Institute

    ORCID 0000-0002-9702-8653
  17. Fred B Hersch

    Google (United States)

    ORCID 0000-0001-9075-6394
  18. Lora Sabin

    Boston University

    ORCID 0000-0002-2782-542X
  19. Brian F. Oldenburg

    Baker Heart and Diabetes Institute

    ORCID 0000-0002-7712-5413
  20. John Chambers

    Nanyang Technological University

    ORCID 0000-0003-0209-4541
  21. Malay Kanti Mridha

    BRAC University

    ORCID 0000-0001-9226-457X