Evidence map›Paper›PMID 37022712›Full record

ArticleJAMA ophthalmology2023

Association Between Social Determinants of Health and Examination-Based Vision Loss vs Self-reported Vision Measures.

Katelin M Alfaro Hudak, John S Wittenborn, Phoebe A Lamuda, Elizabeth A Lundeen, Jinan Saaddine, David B Rein

Open access · greenAbstract read
In one paragraph

Article in JAMA ophthalmology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
6.2field-weighted citation impact, top 3% of its field
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

23 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
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  6. Article
  7. Article
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  9. Article
  10. Complexity and Barriers to Vision Care: A Narrative Review Informed by a Mobile Eye Program.International journal of environmental research and public health · 2025
    Review
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  13. Access to Myopia Care in the United States-A Narrative Review.Investigative ophthalmology & visual science · 2025
    Review
  14. Article
  15. Article
  16. Article
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  18. Article
  19. Article
  20. Sensory Health Among Older Adults in the United States: A Neighborhood Context Approach.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Katelin M Alfaro HudakNORC at the University of Chicago, Bethesda, Maryland.
John S WittenbornNORC at the University of Chicago, Bethesda, Maryland.
Phoebe A LamudaNORC at the University of Chicago, Bethesda, Maryland.
Elizabeth A LundeenDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia.
Jinan SaaddineDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia.
David B ReinNORC at the University of Chicago, Bethesda, Maryland.
Centers for Disease Control and Prevention · USNational Opinion Research Center · USUniversity of Chicago · US

Funding

Research to Enhance the US Vision and Eye Health Surveillance SystemU01DP006444 · DP · NATIONAL OPINION RESEARCH CENTER · PI REIN, DAVID B · 2019 to 2021
$2.7M
NCCDPHP CDC HHS U01 DP006444
6 · The paper itself

Abstract

Importance: Recent evidence suggests that social determinants of health (SDOH) affect vision loss, but it is unclear whether estimated associations differ between clinically evaluated and self-reported vision loss. Objective: To identify associations between SDOH and evaluated vision impairment and to assess whether these associations hold when examining self-reported vision loss. Design, Setting, and Participants: This population-based cross-sectional comparison included participants 12 years and older in the 2005 to 2008 National Health and Nutrition Examination Survey (NHANES), participants of all ages (infants and older) in the 2019 American Community Survey (ACS), and adults 18 years and older in the 2019 Behavioral Risk Factor Surveillance System (BRFSS). Exposures: Five domains of SDOH that are based on Healthy People 2030: economic stability, education access and quality, health care access and quality, neighborhood and built environment, and social and community context. Main Outcomes and Measures: Presenting vision impairment of 20/40 or worse in the better-seeing eye (NHANES) and self-reported blindness or serious difficulty seeing, even with glasses (ACS and BRFSS). Results: Of 3 649 085 included participants, 1 873 893 were female (51.1%) and 2 504 206 were White (64.4%). SDOH across domains of economic stability, educational attainment, health care access and quality, neighborhood and built environment, and social context were significant predictors of poor vision. For example, higher income (poverty to income ratio [NHANES]: OR, 0.91; 95% CI, 0.85-0.98; [ACS]: OR, 0.93; 95% CI, 0.93-0.94; categorical income [BRFSS:<$15 000 reference]: $15 000-$24 999; OR, 0.91; 95% CI, 0.91-0.91; $25 000-$34 999: OR, 0.80; 95% CI, 0.80-0.80; $35 000-$49 999: OR, 0.71; 95% CI, 0.71-0.72; ≥$50 000: OR, 0.49; 95% CI, 0.49-0.49), employment (BRFSS: OR, 0.66; 95% CI, 0.66-0.66; ACS: OR, 0.55; 95% CI, 0.54-0.55), and owning a home (NHANES: OR, 0.85; 95% CI, 0.73-1.00; BRFSS: OR, 0.82; 95% CI, 0.82-0.82; ACS: OR, 0.79; 95% CI, 0.79-0.79) were associated with lower odds of vision loss. The study team identified no differences in the general direction of the associations when using either clinically evaluated or self-reported vision measures. Conclusions and Relevance: The study team found evidence that associations between SDOH and vision impairment track together when using either clinically evaluated or self-reported vision loss. These findings support the use of self-reported vision data in a surveillance system to track trends in SDOH and vision health outcomes within subnational geographies.

Indexed as

Social Determinants of HealthVision DisordersAdultBlindnessCross-Sectional StudiesFemaleHumansMaleNutrition SurveysSelf Report

Identifiers

PMID37022712
PMCPMC10080399
OpenAlexW4362657017

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.