ArticleJournal of medical systems2023
Non-response Bias in Social Risk Factor Screening Among Adult Emergency Department Patients.
Article in Journal of medical systems, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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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.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Relationship Between Unmet Transportation Needs and Missed Primary Care Appointments: An Observational Study.Journal of general internal medicine · 2026Article
- Exploring the Association Between Adverse Childhood Experiences and Missed Primary Care Appointments in Adult Patients.The Permanente journal · 2026Article
- Potential for Bias in Social Needs Data Collection and Screening Activities in Health Care Settings.JAMA health forum · 2026Article
- Article
- Association of midlife body-weight variability and cycles with earlier dementia onset: a nationwide cohort study.Alzheimer's research & therapy · 2024Article
- Health Related Social Needs Screening and Referral Fulfillment: Toward a Complex Model.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- A Framework for an Intelligent Social Engagement Support System: Identifying and Addressing Challenges at Multiple Levels to Reduce Health Disparities.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- The Association Between Patient-Reported Social Risks and the HOUSES Index: A Rural-Urban Comparison.Journal of primary care & community healthArticle
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
Healthcare organizations increasingly use screening questionnaires to assess patients' social factors, but non-response may contribute to selection bias. This study assessed differences between respondents and those refusing participation in a social factor screening. We used a cross-sectional approach with logistic regression models to measure the association between subject characteristics and social factor screening questionnaire participation. The study subjects were patients from a mid-western state safety-net hospital's emergency department. Subjects' inclusion criteria were: (1) ≥ 18 years old, (2) spoke English or Spanish, and (3) able to complete a self-administered questionnaire. We classified subjects that consented and answered the screening questionnaire in full as respondents. All others were non-respondents. Using natural language processing, we linked all subjects' participation status to demographic characteristics, clinical data, an area-level deprivation measure, and social risk factors extracted from clinical notes. We found that nearly 6 out of every 10 subjects approached (59.9%), consented, and completed the questionnaire. Subjects with prior documentation of financial insecurity were 22% less likely to respond to the screening questionnaire (marginal effect = -22.40; 95% confidence interval (CI) = -41.16, -3.63; p = 0.019). No other factors were significantly associated with response. This study uniquely contributes to the growing social determinants of health literature by confirming that selection bias may exist within social factor screening practices and research studies.
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Registered trials
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.