ArticleBMJ open2021
Complex interventions to implement a diabetic retinopathy care pathway in the public health system in Kerala: the Nayanamritham study protocol.
Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Real-World Evaluation of AI-Driven Diabetic Retinopathy Screening in Public Health Settings: Validation and Implementation Study.JMIR medical informatics · 2025Article
- Optimizing Diabetic Retinopathy Screening at Primary Health Centres in India: A Cost-Effectiveness Analysis.PharmacoEconomics - open · 2025Article
- Costs and cost-effectiveness of the Kerala pilot screening programme for diabetic retinopathy in the public health system.Eye (London, England) · 2024Article
- Evaluation of an offline, artificial intelligence system for referable glaucoma screening using a smartphone-based fundus camera: a prospective study.Eye (London, England) · 2024Article
- Voices of care: unveiling patient journeys in primary care for hypertension and diabetes management in Kerala, India.Frontiers in public health · 2024Article
- Diabetes Health Literacy, Drug Adherence and Factors Associated with Them among Urban Patients in Kerala, India.Journal of postgraduate medicine education and research : the official journal of Postgraduate Institute of Medical Education and Research, Chandigarh, India · 2023Article
- Estimating the costs of blindness and moderate to severe visual impairment among people with diabetes in India.BMJ open · 2023Article
- Patients', carers' and healthcare providers' views of patient-held health records in Kerala, India: A qualitative exploratory study.Health expectations : an international journal of public participation in health care and health policy · 2023Article
- Of primary health care reforms and pandemic responses: understanding perspectives of health system actors in Kerala before and during COVID-19.BMC primary care · 2023Article
- Tele-Ophthalmology Versus Face-to-Face Retinal Consultation for Assessment of Diabetic Retinopathy in Diabetes Care Centers in India: A Multicenter Cross-Sectional Study.Diabetes technology & therapeutics · 2022Observational
- Diabetic retinopathy screening in the public sector in India: What is needed?Indian journal of ophthalmology · 2022Review
- Burden of Diabetic Retinopathy amongst People with Diabetes Attending Primary Care in Kerala: Nayanamritham Project.Journal of clinical medicine · 2021Article
- The ORNATE India project: Building research capacity and capability to tackle the burden of diabetic retinopathy-related blindness in India.Indian journal of ophthalmology · 2021Article
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Authors and funding
13 authors.
Funding
Abstract
introductionUsing a type 2 hybrid effectiveness-implementation design, we aim to pilot a diabetic retinopathy (DR) care pathway in the public health system in Kerala to understand how it can be scaled up to and sustained in the whole state. METHODS AND ANALYSIS: Currently, there is no systematic DR screening programme in Kerala. Our intervention is a teleophthalmology pathway for people with diabetes in the non-communicable disease registers in 16 family health centres. The planned implementation strategy of the pathway will be developed based on the discrete Expert Recommendations for Implementing Change taxonomy. We will use both quantitative data from a cross-sectional study and qualitative data obtained from structured interviews, surveys and group discussions with stakeholders to report the effectiveness of the DR care pathway and evaluation of the implementation strategy.We will use logistic regression models to assess crude associations DR and sight-threatening diabetic retinopathy and fractional polynomials to account for the form of continuous covariates to predict uptake of DR screening. The primary effectiveness outcome is the proportion of patients in the non-communicable disease register with diabetes screened for DR over 12 months. Other outcomes include cost-effectiveness, safety, efficiency, patient satisfaction, timeliness and equity. The outcomes of evaluation of the implementation strategies include acceptability, feasibility, adoption, appropriateness, fidelity, penetration, costs and sustainability. Addition of more family health centres during the staggered initial phase of the programme will be considered as a sign of acceptability and feasibility. In the long term, the state-wide adoption of the DR care pathway will be considered as a successful outcome of the Nayanamritham study. ETHICS AND DISSEMINATION: The study was approved by Indian Medical Research Council (2018-0551) dated 13 March 2019. Study findings will be disseminated through scientific publications and the report will inform adoption of the DR care pathway by Kerala state in future. TRIAL REGISTRATION NUMBER: ISRCTN28942696.
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