Evidence map›Paper›PMID 42113631›Full record

ArticleThe Journal of frailty & aging2026

A new simplified minimum data set better predicts outcomes for individuals admitted to intermediate care functional recovery units in catalonia.

M Inzitari, E Vela, C Martín Pardina, E Vallés, L Viale, G Valls, M A Gil, M Llonch, K Covinsky, J Deardorff

Abstract read
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Article in The Journal of frailty & aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

M InzitariOperative direction for the transformation of intermediate care, Department of Health, Government of Catalonia, Spain; REFiT aging research group, Parc Sanitari Pere Virgili and Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain; Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain. Electronic address: minzitari@perevirgili.cat.
E VelaDivision of information systems, Catalan Health Service, Department of Health of Catalonia, Spain.
C Martín PardinaDivision of information systems, Catalan Health Service, Department of Health of Catalonia, Spain.
E VallésDivision of information systems, Catalan Health Service, Department of Health of Catalonia, Spain.
L VialeDivision of information systems, Catalan Health Service, Department of Health of Catalonia, Spain.
G VallsOperative direction for the transformation of intermediate care, Department of Health, Government of Catalonia, Spain; Division of healthcare, Catalan Health Service, Department of Health of Catalonia, Spain.
M A GilSanta Creu de Jesús Intermediate Care Hospital, Tortosa, Spain.
M LlonchOperative direction for the transformation of intermediate care, Department of Health, Government of Catalonia, Spain; Consorci Sanitari de Terrassa, Terrassa, Spain.
K CovinskyDivision of Geriatrics, University of California, San Francisco, USA.
J DeardorffDivision of Geriatrics, University of California, San Francisco, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Intermediate care functional recovery (ICFR) units in Catalonia, Spain, provide post acute care and geriatric rehabilitation. Providers report a Minimum Data Set (MDS), initially developed to classify patients into resource utilization groups (RUG), to adjust public reimbursement. The MDS, completed by health professionals, is time consuming and diverges from routine clinical assessment. Objectives We developed new intermediate care case-mix indexes (ICMI), based on admission diagnosis and function, and tested whether ICMIs better predict length of stay (LOS) and discharge destination, compared to RUG. Methods We developed the ICMIs using 122,754 ICFRs admissions (years 2017-18-19-22): we categorized individuals by diagnosis and four levels of activities of daily living (ADL). To obtain ICMIs, each category was assigned a weight based on associations with ICFR LOS and "unsuccessful discharge" (death or other service versus home). Then, in the 2023 cohort, we compared the performance of four models (base model (age, sex, income), base+RUG, base+ADL, base+ICMIs) to predict LOS >57 days and unsuccessful discharge. Results The 2023 cohort included 31,640 patients (median age [IQR]=82.0 [75.0;88.0], 57% women). When predicting dichotomous LOS, the area under the ROC curve (AUC) increased from 0.56 [95% CI=0.544-0.57] to 0.56 [95% CI=0.55-0.56] (base+RUG), 0.59 [95% CI=0.58-0.61] (base+ADL), and 0.63 [95% CI=0.62-0.65] (base+ICMI). AUC to predict discharge destination showed similar improvements (0.55 [95% CI=0.54 0.55], 0.59 [95% CI=0.58-0.59], 0.64 [95% CI=0.63-0.64], 0.66 [95% CI=0.65-0.66], respectively). Conclusions In Catalan ICFRs, new, simplified, case-mix indicators improved prediction of LOS and discharge destination, compared to existing tools. This study can inform new policies for intermediate care, adding a validated instrument to improve evaluation and reimbursing systems.

Indexed as

Geriatric AssessmentIntermediate Care FacilitiesRecovery of FunctionSubacute CareActivities of Daily LivingAgedAged, 80 and overDiagnosis-Related GroupsFemaleHumansLength of StayMalePatient DischargeSpainAgingCase-mixGeriatric rehabilitationHome dischargeIntermediate careLength of stay

Identifiers

PMID42113631
PMCPMC13188075

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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.