Evidence map›Paper›PMID 42111567›Full record

ArticleFrontiers in psychology2026

Design and predictive performance analysis of an early readmission risk index in a mental health hospitalization unit: an exploratory study.

Yaiza García-Illanes, Vera Carbonell-Aranda, María Traverso-Rodriguez, Gloria Pérez-Guerrero, Antonio Bordallo-Aragón, Jesús Herrera-Imbroda, José Guzmán-Parra

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06604780 (Implementation and Evaluation of a Transition to Discharge Program for the Reduction of Early Readmission in a Mental Health Inpatient Unit), which is not on this map. Not yet cited in PubMed.

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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.

NCT06604780 naunknown statusnot on this map

Implementation and Evaluation of a Transition to Discharge Program for the Reduction of Early Readmission in a Mental Health Inpatient Unit

TypeinterventionalSponsorFundación Pública Andaluza para la Investigación de Málaga en Biomedicina y SaludRan2023 to 2025Enrolled836ConditionsReadmission, Mental Health Disorder, Hospitalizations PsychiatricArmsTransitional discharge program
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Yaiza García-IllanesIBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
Vera Carbonell-ArandaIBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
María Traverso-RodriguezIBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
Gloria Pérez-GuerreroIBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
Antonio Bordallo-AragónIBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
Jesús Herrera-Imbroda *IBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
José Guzmán-Parra *IBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early hospital readmission in mental health inpatients negatively affects patient outcomes and increases healthcare costs, making early risk identification crucial. This study aimed to develop a 30-day readmission risk index using a retrospective case-control design in the Mental Health Hospitalization Unit of the Hospital Regional Universitario de Málaga, including 196 admission episodes (98 early readmissions and 98 controls). Univariate and multivariate logistic regression analyses identified the following predictive variables: previous hospital admissions, presence of a personality disorder, high social risk, having used emergency services in the past year, having a legal capacity restriction, aggressive behavior at admission, and marital status. The resulting index demonstrated good predictive performance (AUC = 0.764), with internal validation showing an optimism-corrected AUC of 0.727 and acceptable calibration (slope = 0.796, intercept = -0.023). This tool may be useful for risk stratification and post-discharge planning, but should be used cautiously due to the exploratory nature of the study. Clinical trial registration: ClinicalTrials.gov, identifier NCT06604780.

Indexed as

patient readmissionpsychiatryrehospitalizationrisk factorsthirty day readmission

Identifiers

PMID42111567
PMCPMC13149100

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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.