ArticleJAMA network open2024
Social Risk Factor Domains and Preventive Care Services in US Adults.
Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Racial and/or Ethnic Differences in Adherence to Preventive Care Guidelines among US Adults Using a Nationally Representative Survey of All Eight Major Racial and/or Ethnic Populations.Journal of racial and ethnic health disparities · 2026Article
- Epidemiology of Health-Related Social Needs Screening and Positivity in a Multistate Health System.JAMA network open · 2026Article
- Leveraging Neighborhood-Level Interventions to Improve Cardiovascular Health: A Scoping Review.Circulation. Population health and outcomes · 2026Article
- Rate of Age-Related Macular Degeneration in Patients Prescribed Glucagon-Like Peptide-1 Receptor Agonists or Other Weight Loss Therapies.Ophthalmology. Retina · 2026Article
- Associations of Social and Physical Isolation With Material Deprivation and Inadequate Use of Preventive Care in the United States.Annals of family medicine · 2026Article
- Cancer Screening in Federally Qualified Health Centers by Neighborhood Social Vulnerability: A National Study.Journal of general internal medicine · 2026Article
- Unmet social needs and colorectal cancer testing at 45-49 since the 2021 USPSTF recommendation.Journal of the National Cancer Institute · 2026Article
- Healthy eating and active living to reverse diabetes (HEAL Diabetes-USA): a randomized controlled pilot study protocol to assess the feasibility of a weight loss intervention for diabetes remission.Contemporary clinical trials communications · 2026Article
- Real-World Adherence and Follow-Up Colonoscopy After Multitarget Stool DNA Screening in a Regional Healthcare System.Journal of health economics and outcomes research · 2026Article
- Prevalence and Impact of Social Risk in Patients With Inflammatory Bowel Diseases: National Estimates From the United States.Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association · 2025Article
- Allostatic Load, Social Participation, and Healthy Ageing: Longitudinal Evidence on the Impact of Chronic Stress.Geriatrics (Basel, Switzerland) · 2025Article
- Examining the relationship between social risk factors, diabetes prevention recommendations, and behaviors among US adults with prediabetes.BMC public health · 2025Article
- Associations between social drivers of health and breast cancer stage at diagnosis among U.S. Black women.NPJ breast cancer · 2025Article
- Social Risks and Nonadherence to Recommended Cancer Screening Among US Adults.JAMA network open · 2025Article
- Behavioral Medicine in Preventive Healthcare.Materia socio-medica · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Importance: Growing evidence suggests that social determinants of health are associated with low uptake of preventive care services. Objective: To examine the independent associations of social risk factor domains with preventive care services among US adults. Design, Setting, and Participants: This cross-sectional study used National Health Interview Survey data on 82 432 unweighted individuals (239 055 950 weighted) from 2016 to 2018. Subpopulations were created for each of the primary outcomes: routine mammography (women aged 40-74 years), Papanicolaou test (women aged 21-65 years), colonoscopy (adults aged 45-75 years), influenza vaccine (adults aged ≥18 years), and pneumococcal vaccine (adults aged ≥65 years). Statistical analysis was performed from July to December 2023. Exposures: Six social risk domains (economic instability, lack of community, education deficit, food insecurity, social isolation, and lack of access to care) and a count of domains. Main Outcomes and Measures: Logistic regression models were used to examine the independent association between each primary outcome (mammography, Papanicolaou test, colonoscopy, influenza vaccine, and pneumococcal vaccine) and social risk factor domains, while controlling for covariates (age, sex, race and ethnicity, health insurance, and comorbidities). Results: A total of 82 432 unweighted US individuals (239 055 950 weighted individuals) were analyzed. A total of 54.3% were younger than 50 years, and 51.7% were female. All 5 screening outcomes were associated with educational deficit (mammography: odds ratio [OR], 0.73 [95% CI, 0.67-0.80]; Papanicolaou test: OR, 0.78 [95% CI, 0.72-0.85]; influenza vaccine: OR, 0.71 [95% CI, 0.67-0.74]; pneumococcal vaccine: OR, 0.68 [95% CI, 0.63-0.75]; colonoscopy: OR, 0.82 [95% CI, 0.77-0.87]) and a lack of access to care (mammography: OR, 0.32 [95% CI, 0.27-0.38]; Papanicolaou test: OR, 0.49 [95% CI, 0.44-0.54]; influenza vaccine: OR, 0.44 [95% CI, 0.41-0.47]; pneumococcal vaccine: OR, 0.30 [95% CI, 0.25-0.38]; colonoscopy: OR, 0.35 [95% CI, 0.30-0.41]). Fully adjusted models showed that every unit increase in social risk count was significantly associated with decreased odds of receiving a mammography (OR, 0.74 [95% CI, 0.71-0.77]), Papanicolaou test (OR, 0.84 [95% CI, 0.81-0.87]), influenza vaccine (OR, 0.81 [95% CI, 0.80-0.83]), pneumococcal vaccine (OR, 0.80 [95% CI, 0.77-0.83]), and colonoscopy (OR, 0.88 [95% CI, 0.86-0.90]). Conclusions and Relevance: This cross-sectional study of US adults suggests that social risk factor domains were associated with decreased odds of receiving preventive services; this association was cumulative. There is a need to address social risk factors to optimize receipt of recommended preventive services.
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