SynthesisJAMA network open2024
Area-Level Socioeconomic Disadvantage and Health Care Spending: A Systematic Review.
Synthesis 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 51 papers.
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.
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.
Who cites it
51 citing papers in PubMed.
- Social Needs Screening and Subsequent Acute Care Utilization in a Large Safety-Net Health System: A Retrospective Cohort Study.Journal of general internal medicine · 2026Article
- Article
- Geographic variation in certified headache subspecialty availability in the United States.Headache · 2026Article
- Disparity Considerations in an Alternative Eligibility Criterion for Medicare Medication Therapy Management Programs With Machine Learning.Value in health regional issues · 2026Article
- Prior Authorization Requirements in Medicare Advantage and County Social Vulnerability.The American journal of managed care · 2026Article
- Association between social vulnerability index and cataract surgery care in medicare beneficiaries: a retrospective cohort study.BMC ophthalmology · 2026Observational
- Neighborhood Deprivation, Antibiotic Prescribing Concordance, and 30-Day Outcomes After Emergency Department Encounters in Older Adults.Open forum infectious diseases · 2026Article
- Cannabis dispensary exposure and smoked, vaped and edible cannabis use among young adults: Comparison of web-scraped and government-maintained registries.Addiction (Abingdon, England) · 2026Article
- Article
- Social vulnerability, access to care, and outcomes in hemophilia.Blood vessels, thrombosis & hemostasis · 2026Article
- The Association Between Social Determinants of Health and Alzheimer Disease Blood Biomarkers in Midlife.medRxiv : the preprint server for health sciences · 2026Article
- Community Resources and Hazards Across the Rural-Urban Continuum.JAMA network open · 2026Article
- Social deprivation, race, and metabolic syndrome in patients with polycystic ovary syndrome.Journal of the Endocrine Society · 2026Article
- Shifting barriers to health care access: from affordability to coverage issues.BMC health services research · 2026Article
- Article
- Impact of neighborhood socioeconomic deprivation on implant complications after unicompartmental knee arthroplasty: a propensity-matched cohort study.Archives of orthopaedic and trauma surgery · 2026Article
- Social Vulnerability and Age at Sleeve Gastrectomy among Adolescents: Does ZIP Code Make a Difference? - A COSMIC Retrospective Study.Obesity surgery · 2026Article
- Air pollution predicts healthcare spending among older adults in the United States.Environment international · 2026Article
- Neighborhood environmental deprivation predicts the generalized neurocognitive deficit in schizophrenia.Schizophrenia research · 2026Article
- Neighborhood Socioeconomic & Geographic Determinants of Prenatal Congenital Heart Disease Diagnosis.Pediatric cardiology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Importance: Publicly available, US Census-based composite measures of socioeconomic disadvantage are increasingly being used in a wide range of clinical outcomes and health services research. Area Deprivation Index (ADI) and Social Vulnerability Index (SVI) are 2 of the most commonly used measures. There is also early interest in incorporating area-level measures to create more equitable alternative payment models. Objective: To review the evidence on the association of ADI and SVI with health care spending, including claims-based spending and patient-reported barriers to care due to cost. Evidence Review: A systematic search for English-language articles and abstracts was performed in the PubMed, Web of Science, Embase, and Cochrane databases (from inception to March 1, 2023). Peer-reviewed articles and abstracts using a cross-sectional, case-control, or cohort study design and based in the US were identified. Data analysis was performed in March 2023. Findings: This review included 24 articles and abstracts that used a cross-sectional, case-control, or cohort study design. In 20 of 24 studies (83%), ADI and SVI were associated with increased health care spending. No association was observed in the 4 remaining studies, mostly with smaller sample sizes from single centers. In adjusted models, the increase in spending associated with higher ADI or SVI residence was $574 to $1811 for index surgical hospitalizations, $3003 to $24 075 for 30- and 90-day episodes of care, and $3519 for total annual spending for Medicare beneficiaries. In the studies that explored mechanisms, postoperative complications, readmission risk, and poor primary care access emerged as health care system-related drivers of increased spending. Conclusions and Relevance: The findings of this systematic review suggest that both ADI and SVI can play important roles in efforts to understand drivers of health care spending and in the design of payment and care delivery programs that capture aspects of social risk. At the health care system level, higher health care spending and poor care access associated with ADI or SVI may represent opportunities to codesign interventions with patients from high ADI or SVI areas to improve access to high-value health care and health promotion more broadly.
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