ArticlePreventive medicine reports2018
Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs.
Article in Preventive medicine reports, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed.
- Social risks and social needs in a health insurance exchange sample: a longitudinal evaluation of utilization.BMC health services research · 2022Trial
- Health-Related Social Needs and Total Healthcare Cost: A Cross-Sectional Study in a Large Integrated Health System.Journal of general internal medicine · 2026Article
- Whole Person Recovery from Substance Use Disorder: A Call for Research Examining a Dynamic Behavioral Ecological Model of Contexts Supportive of Recovery.Addiction research & theory · 2025Article
- A classification system based on improved global exploration and convergence to examine student psychological fitness.Scientific reports · 2024Article
- Pediatric ACEs Screening and Referral: Facilitators, Barriers, and Opportunities for Improvement.Journal of child & adolescent trauma · 2024Article
- Rationale and design of the linking education, produce provision, and community referrals to improve diabetes care (LINK) study.Contemporary clinical trials · 2023Article
- Social needs screening and referral in pediatric primary care clinics: a multiple case study.BMC health services research · 2022Article
- The Social Determinants of Mental Health: A Descriptive Study of State Mental Health Agencies' Priorities.Community mental health journal · 2022Article
- Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology.JMIR medical informatics · 2022Article
- Assessing the Value of Unsupervised Clustering in Predicting Persistent High Health Care Utilizers: Retrospective Analysis of Insurance Claims Data.JMIR medical informatics · 2021Article
- The Patient Centered Assessment Method (PCAM) for Action-Based Biopsychosocial Evaluation of Patient Needs: Validation and Perceived Value of the Dutch Translation.International journal of environmental research and public health · 2021Article
- Dynamic Delirium Severity Trajectories and Their Association With 2-Year Healthcare Utilization and Mortality Outcomes.Critical care explorations · 2021Article
- Preparing Pharmacists to Care for Patients Exposed to Intimate Partner Violence.Pharmacy (Basel, Switzerland) · 2020Article
- Discordance in Perceptions of Barriers to Breast Cancer Treatment Between Hispanic Women and Their Providers.Journal of patient-centered research and reviews · 2020Article
- Association of Anxiety With High-Cost Health Care Use Among Individuals With Type 2 Diabetes.Diabetes care · 2019Article
- Using nursing science to advance policy and practice in the context of social and structural determinants of health.Nursing outlookArticle
- Reporting interpersonal violence and abuse: What pharmacists need to know.Journal of the American Pharmacists Association : JAPhAArticle
- Signals in Health Inequity: Examining Social Needs and Costs in a Large Health System.The Journal of ambulatory care managementArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A high proportion of U.S. health care costs are attributable to a relatively small proportion of patients. Understanding behavioral and social factors that predict initial and persistent high costs for these "high utilizers" is critical for health policy-makers. This prospective observational study was conducted at Kaiser Permanente Northern California (KPNC), an integrated healthcare delivery system with 4.1 million members. A stratified random sample of high-cost vs. non-high-cost adult KPNC members matched by age, gender, race/ethnicity, type of health insurance, and medical severity (
Indexed as
Identifiers
What OpenQuestion holds
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.