Evidence map›Paper›PMID 40569932›Full record

ArticlePloS one2025

Barriers to referral uptake from primary to secondary eye care in the L V Prasad Eye Institute Network in South India.

Debananda Padhy, Giridhar Pyda, Rohit C Khanna

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Debananda PadhyAllen Foster Community Eye Health Research Centre, Gullapalli Pratibha Rao. International Centre for Advancement of Rural Eye care, L V Prasad Eye Institute, Hyderabad, India.
Giridhar PydaAllen Foster Community Eye Health Research Centre, Gullapalli Pratibha Rao. International Centre for Advancement of Rural Eye care, L V Prasad Eye Institute, Hyderabad, India.
Rohit C KhannaAllen Foster Community Eye Health Research Centre, Gullapalli Pratibha Rao. International Centre for Advancement of Rural Eye care, L V Prasad Eye Institute, Hyderabad, India.ORCID 0000-0002-8698-5562

Funding

Wellcome Trust
6 · The paper itself

Abstract

purposeTo investigate the barriers preventing referral uptake from primary care vision centres (VC) to higher level secondary centres (SC) in rural South India. METHODOLOGY: This is a cross-sectional study conducted using data from 10 VCs surrounding an SC in Thoodukurthy village, Mahabubnagar district, Telangana, India. The study included 2,508 participants who received primary eye care at the VCs and referred to SC between July 1st to December 31st, 2019, and from July 1st to December 31st, 2020 respectively. Of these,1930 (76.9%) participants were available for the study. Participants were categorized as compliant if they visited the SC within one year of referral. Non-compliance was defined as failing to do so within that time. Interviews were conducted with non-compliant participants to understand their reasons for not seeking further care.

resultsAmong the 1930 participants 1507 (78%) were interviewed; 938 (62.2%) were compliant, and 569 (37.8%) were non-compliant. The mean age was 54.64 years (SD:14.28 years) and 716 (47.5%) were female. Multivariable analysis showed participants not referred for teleophthalmology (OR:1.41,95%CI:1.00-1.99), unmarried participants (OR:1.32,95%CI:1.02-1.71) and participants without formal education (OR:1.44,95%CI:1.09-1.90) were more likely to be non-compliant. Participants living further from VCs (OR:0.98,95%CI: 0.98-0.99) had better compliance. The major barriers were attitudinal (60.5%), economic (12.1%) and other medical or Health-related barriers (9.3%).

conclusionThe primary barriers to referral uptake were related to attitudes, economics, and medical. Participants not referred to teleophthalmology, unmarried, those without formal education, and those lived closer to VCs were more likely to be non-compliant. Addressing these barriers could improve the utilization of higher-level care services in this rural population.

Indexed as

Eye DiseasesPatient Acceptance of Health CarePrimary Health CareReferral and ConsultationAdultAgedCross-Sectional StudiesFemaleHealth Services AccessibilityHumansIndiaMaleMiddle AgedRural PopulationSecondary Care Centers

Identifiers

PMID40569932
PMCPMC12200678

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.