Evidence map›Paper›PMID 38844584›Full record

ArticleEye (London, England)2024

Changing trends in barriers to accessing eye care services in rural South India: results from the longitudinal Andhra Pradesh Eye Disease Study III (APEDS III) cohort.

Debananda Padhy, Srinivas Marmamula, Asha Latha Mettla, Giridhar Pyda, Seema Banerjee, Shekhar Konegari, Subhabrata Chakrabarti, Rohit C Khanna

Abstract read
In one paragraph

Article in Eye (London, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Barriers and Enablers to Seeking Eye Care Among the Adult Indian Population: A Systematic Review.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026
    Pooled it
  2. Article
  3. Article
  4. Article
  5. 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

8 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.
Srinivas MarmamulaAllen 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 http://orcid.org/0000-0003-1716-9809
Asha Latha MettlaAllen 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.
Seema BanerjeeDepartment of Ophthalmology, Wilmer Eye Institute, Johns Hopkins University, School of Medicine, Baltimore, MD, USA.
Shekhar KonegariAllen Foster Community Eye Health Research Centre, Gullapalli Pratibha Rao International Centre for Advancement of Rural Eye care, L V Prasad Eye Institute, Hyderabad, India.
Subhabrata ChakrabartiBrien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, Telangana, India.ORCID http://orcid.org/0000-0003-3717-4963
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. rohit@lvpei.org.ORCID http://orcid.org/0000-0002-8698-5562

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo assess the changing trends in barriers towards accessing eye care in a rural population cohort from Southern India.

methodsThis is a population-based longitudinal cohort of participants (the Andhra Pradesh Eye Disease study [APEDS]) from three rural regions of Telangana and Andhra Pradesh who were evaluated at baseline (APEDS I; 1996-2000), along with follow-ups at 10 years (APEDS II; 2009-10) and 15 years (APEDS III; 2012-2016). At follow-up, all participants 30 years and above were administered a structured questionnaire on barriers to uptake of eye care services.

resultsOf 3810 participants, 1449 had visual impairment (VI). Among them, 1302 noticed a reduction in vision over last five years and 722 sought treatment, a significant improvement from baseline (P < 0.001). Participants were more likely to seek treatment if they were educated (OR = 1.43, 95%CI: 1.07-1.89), had hypertension (OR = 1.36, 95%CI: 1.04-1.77), had VI from causes other than cataract and refractive error (OR = 2.49, 95%CI: 1.56-3.99) and were residents of Adilabad (OR = 2.21; 95%CI: 1.58-3.08) and Mahbubnagar (OR = 3.55; 95%CI: 2.48-5.08) districts. Those with moderate or worse VI were less likely to seek treatment (moderate VI: OR = 0.56; 95%CI: 0.42-0.75, severe VI: OR = 0.34; 95%CI: 0.19-0.57, blindness: OR = 0.38; 95%CI: 0.2-0.73). The most important barriers to uptake of services were, not perceiving loss of vision as a serious problem (25.9%), accepting it an aging process (21.4%) or due to economic reasons (16.0%).

conclusionPersonal and economic elements accounted for considerable amounts of barriers for utilization of eye care services. The uptake of services could be improved by addressing these specific barriers and risk factors for non-compliance.

Indexed as

Health Services AccessibilityRural PopulationAdultAgedEye DiseasesFemaleHumansIndiaLongitudinal StudiesMaleMiddle AgedPatient Acceptance of Health CareSurveys and QuestionnairesVisual Acuity

Identifiers

PMID38844584
PMCPMC11269586

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.