Evidence mapPaperPMID 37165010Full record

ArticleEye (London, England)2023

Measures of multiple deprivation and visual field loss in glaucoma clinics in England: lessons from big data.

Mehal Rathore, Yusrah Shweikh, Stephen R Kelly, David P Crabb

Abstract read
In one paragraph

Article in Eye (London, England), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

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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

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Deprivation and NHS General Ophthalmic Service sight testing activity in England in 2022-2023.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025
    Article
  3. Article
  4. Article
  5. Article
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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Mehal Rathore *Department of Optometry and Visual Sciences, School of Health & Psychological Sciences, City, University of London, London, UK.ORCID 0000-0001-5749-2761
Yusrah Shweikh *Sussex Eye Hospital, University Hospitals Sussex NHS Foundation Trust, West Sussex, UK.
Stephen R Kelly *Department of Optometry and Visual Sciences, School of Health & Psychological Sciences, City, University of London, London, UK.
David P CrabbDepartment of Optometry and Visual Sciences, School of Health & Psychological Sciences, City, University of London, London, UK. david.crabb.1@city.ac.uk.ORCID 0000-0001-8754-3902

Funding

EC | EC Seventh Framework Programm | FP7 People: Marie-Curie Actions (FP7-PEOPLE - Specific Programme "People" Implementing the Seventh Framework Programme of the European Community for Research, Technological Development and Demonstration Activities (2007 to 2013)) 675033EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 675033EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 955590
6 · The paper itself

Abstract

BACKGROUND/

objectivesTo examine the association between multiple deprivation with late diagnosis and rapid worsening of glaucoma in patients in English hospital eye services (HES).

methods602,439 visual fields (VFs) were extracted from five regionally different glaucoma clinics in England. Mean Deviation (MD) worse than -12 dB was used as a surrogate definition for advanced VF loss at diagnosis in patients with ≥2 reliable VF records. MD loss worse than -1 dB per year was used to define rapid VF progression in patients with ≥6 VFs. Patient data were stratified into deciles of the Index of Multiple Deprivation (IMD) from residential postcodes.

resultsThere was an association between IMD and advanced VF loss at diagnosis in 44,956 patients with 18% (293/1608) and 11% (771/6929) in the most and least deprived IMD decile, respectively. Age-corrected odds ratio (OR) for having advanced VF loss at entry into HES was 1.42 (95% confidence interval [CI] 1.21-1.67) and 0.75 (95% CI: 0.66-0.85) in the most and least deprived IMD decile respectively (reference = fifth decile). In 15,094 patients with follow up data (median [interquartile range] of 6.9 [4.5, 10.0] years), the proportion having rapid VF progression did not differ across the IMD spectrum.

conclusionLarge-scale VF data from clinics indicates that glaucoma severity at presentation to English HES is associated with levels of multiple deprivation. We found no evidence to suggest likelihood of having rapid VF progression during follow-up is associated with IMD; this hints at equity of glaucoma care and outcomes once patients are in English HES.

Indexed as

GlaucomaVisual FieldsBig DataDisease ProgressionEnglandHumansIntraocular PressureRetrospective StudiesVision DisordersVisual Field Tests

Identifiers

PMID37165010
PMCPMC10686257

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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 Socratic graph.