Evidence map›Paper›PMID 40987941›Full record

ArticleZeitschrift fur Gerontologie und Geriatrie2026

Reasons for long-term care need: analyzing combinations of health limitations in Germany.

Martin Wetzel, Andrea Cass, Johanna Schütz

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In one paragraph

Article in Zeitschrift fur Gerontologie und Geriatrie, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Martin WetzelBZPD-Bavarian Center for Digital Health and Social Care, Kempten University of Applied Sciences, Bahnhofstraße 61, 87435, Kempten, Germany. martin.wetzel@hs-kempten.de.
Andrea CassBZPD-Bavarian Center for Digital Health and Social Care, Kempten University of Applied Sciences, Bahnhofstraße 61, 87435, Kempten, Germany.
Johanna SchützBZPD-Bavarian Center for Digital Health and Social Care, Kempten University of Applied Sciences, Bahnhofstraße 61, 87435, Kempten, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth limitations affect long-term care (LTC) needs differently. For instance, people with cognitive limitations require more organizational support, whereas those with functional limitations require more personal care. While the impact of singular health limitations on LTC has been widely studied, little attention has been given to the prevalences of co-occurring health limitations that drive LTC needs.

objectivesOur exploratory study seeks to address the gap in understanding the prevalence of multiple, intertwining health limitations that contribute to the need for LTC. MATERIALS AND

methodsWe used data from the German Medical Service (MD). The MD assesses LTC needs and assigns care grades, which serve as the basis for LTC insurance benefits. The available data contains all assessments in 2019 of adults living in Bavaria (the largest state in Germany), focusing on those with first-time LTC needs (N = 101,227). Using latent class analysis, we identified combinations of limitations across six health dimensions (e.g., mobility, cognition).

resultsAmong first-time LTC recipients, 5 distinct classes of care needs were identified. Two classes reflect single limitations: mobility limitations, and the need for assistance with medical therapy. Three classes point to various combinations of limitations. While classes differed in size, they also varied significantly by age, gender, and care grade.

conclusionThe co-occurrence of health limitations is not an exception but a central feature of LTC needs even at the initial stages of dependency, emphasizing the importance of tailored care strategies. These insights can help local authorities and care providers offer targeted LTC services more strategically.

Indexed as

Health Services Needs and DemandLong-Term CareNeeds AssessmentAdultAgedAged, 80 and overComorbidityFemaleGermanyHumansMaleMiddle AgedMobility LimitationCognitive disordersFunctional limitationsHealthLatent class analysisMedical service

Identifiers

PMID40987941
PMCPMC12953248

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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.