Data · dataset · 2026
Building capacity for diabetic eye screening and management in low-middle income countries: a mixed-methods approach
Listed in ZivaHub and Deakin Research Online and DMU Figshare and UCL Research Data Repository — shown once because both records carry DOI 10.17034/32631021.v1
Worldwide, the burden of diabetes mellitus (DM) and its complications are becoming a major public health concern, particularly in low-middle income countries (LMICs), where 80% of people with DM (PwDM) reside.
Description
The main sight-threatening complication of DM is diabetic retinopathy (DR). Early detection through diabetic eye screening (DESPs) is fundamental to reduce the risk of avoidable DR-related blindness or visual impairment.
Since the introduction of systematic DESPs in high-income countries such as the UK, DR is no longer the leading cause of blindness among working age adults. The main aim of this thesis is to enable capacity building for DESPs in LMICs, focusing on two low-resource settings, Vietnam and Bangladesh. <br><br>Identifying gaps in national level DR policies and planning in LMICs is crucial to inform and enact DR policies. A mixed methods approach (quantitative and qualitative analyses) was used to evaluate the feasibility of DESPs in Bangladesh and Vietnam, and enabling capacity building in both settings was key. <br><br>Gaps in DR policy processes and DESP implementation in LMICs exist, especially in low-income countries.
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To build capacity for DESPs in Vietnam nurses were trained to perform DR screening and grading; however, their diagnostic test accuracy was low, demanding further exploration and evaluation. The think-aloud study assessed the decision-making processes of novice and expert DR graders to improve DR training protocols in Vietnam. Compared to novices, expert graders were more likely to systematically grader fundus images and use all available grading tools, such as the red-free filter to view more discrete signs of DR.
Furthermore, high costs and distance to hospitals were two main barriers to DR screening and treatment uptake in Bangladesh and Vietnam; therefore, intervention strategies to improve uptake are necessary. <br><br>To ensure DESPs are sustainable, fully integrated and universally accessible, careful planning, development and evaluation are required.<br>
Links
Where it is published
- DOI doi.org/10.17034/32631021.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science
- Inferred from text
- Image 65%
Provenance · 4 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32631021 | 11 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/32631021 | 11 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/32631021 | 11 d ago | JSON v1 |
| UCL Research Data Repository | oai:figshare.com:article/32631021 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license_text | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |