Evidence map›Paper›PMID 42055606›Full record

ArticleBMJ open2026

Factors associated with high-cost patients with first-episode psychosis: a retrospective study of direct healthcare costs using US private-payer claims data.

Srinivasan Sridhar, Kathryn A Hasenstab, Heather Lochotzki, Vicki L Montesano, Jon Ramos, Tory Hogan, Jennifer L Hefner, Nicholas Jk Breitborde, Eric E Seiber

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Srinivasan SridharCenter for Health Outcomes and Policy Evaluation Studies, The Ohio State University College of Public Health, Columbus, Ohio, USA sridhar.96@osu.edu.ORCID http://orcid.org/0000-0002-1749-2588
Kathryn A HasenstabCenter for Health Outcomes and Policy Evaluation Studies, The Ohio State University College of Public Health, Columbus, Ohio, USA.
Heather LochotzkiCenter for Health Outcomes and Policy Evaluation Studies, The Ohio State University College of Public Health, Columbus, Ohio, USA.
Vicki L MontesanoThe Ohio Department of Behavioral Health, Columbus, OH, USA.
Jon RamosThe Ohio Department of Behavioral Health, Columbus, OH, USA.
Tory HoganThe Ohio State University College of Public Health, Columbus, Ohio, USA.
Jennifer L HefnerThe Ohio State University College of Public Health, Columbus, Ohio, USA.
Nicholas Jk BreitbordeEarly Psychosis Intervention Center (EPICENTER), Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA.
Eric E SeiberCenter for Health Outcomes and Policy Evaluation Studies, The Ohio State University College of Public Health, Columbus, Ohio, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding drivers of high healthcare utilisation costs among individuals experiencing first-episode psychosis (FEP) is essential for improving care in those with psychotic disorders.

objectivesTo characterise and compare patient-level factors and longitudinal healthcare utilisation costs across 3 years in FEP high-cost (HC) versus non-high-cost (NHC) patients.

methodsCommercial US insurance claims data from 2013 to 2019 were used to identify HC and NHC patients with FEP. HC were patients accounting for ≥50% of total direct healthcare expenditures within the FEP cohort. Binomial logistic regression was used to identify patient-level factors associated with the HC group. Total healthcare costs and service modalities, including inpatient, outpatient, emergency and prescription drugs, were compared between HC and NHC across time.

resultsOf 27 587 patients with FEP, 12% were HC with higher rates of multiple psychotic disorder diagnoses (p<0.001), chronic medical conditions (p<0.001) and exposure to adverse social determinants of health (p<0.01), particularly for economic category (p<0.001), with vitamin deficiency listed as the highest frequency. Cost analysis revealed a positive relationship between psychosis- and non-psychosis-related conditions, with HC having increased inpatient use for both.

conclusionsFactors associated with being HC in this nationally representative private-payer FEP population were behavioural diagnostic instability, comorbid mental and physical health conditions, and exposure to adverse social factors, including nutritional deficiency. Additionally, psychosis and non-psychosis-related costs stabilise within 2 years. These findings may be important in identifying individuals who may benefit from additional, more intensive services.

Indexed as

Health Care CostsHealth ExpendituresPatient Acceptance of Health CarePsychotic DisordersAdolescentAdultFemaleHumansInsurance Claim ReviewMaleMiddle AgedRetrospective StudiesUnited StatesYoung AdultChronic DiseaseDelivery of Health Care, IntegratedHealth Care CostsPsychosocial InterventionSchizophrenia & psychotic disorders

Identifiers

PMID42055606
PMCPMC13141173

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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.