Evidence map›Paper›PMID 42435163›Full record

ArticleAging clinical and experimental research2026

Hospitalizations and associated costs among older adults receiving regular home care services.

Eeva Björkstedt, Ari Voutilainen, Kati Päivärinta, Virva Hyttinen-Huotari, Johanna Jyrkkä, Pekka Mäntyselkä, Eija Lönnroos

Abstract read
In one paragraph

Article in Aging clinical and experimental research, 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

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

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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

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.

Eeva BjörkstedtWellbeing Services County of South Savo, Porrassalmenkatu 35-37, Savonlinna, Mikkeli, FI-50100, Finland. eeva.bjorkstedt@etelasavonha.fi.ORCID https://orcid.org/0000-0001-7514-1738
Ari VoutilainenInstitute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.ORCID http://orcid.org/0000-0002-0664-2675
Kati PäivärintaWellbeing Services County of South Savo, Porrassalmenkatu 35-37, Savonlinna, Mikkeli, FI-50100, Finland.ORCID http://orcid.org/0000-0003-4832-8497
Virva Hyttinen-HuotariDepartment of Health and Social Management, University of Eastern Finland, Kuopio, Finland.ORCID http://orcid.org/0000-0003-2022-1065
Johanna JyrkkäResearch and Information Section, Finnish Medicines Agency FIMEA, Kuopio, Finland.ORCID http://orcid.org/0000-0003-4929-441X
Pekka MäntyselkäInstitute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.ORCID http://orcid.org/0000-0002-5236-1815
Eija LönnroosInstitute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.ORCID http://orcid.org/0000-0003-2672-2151

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealthcare costs increase rapidly in aging societies. Research on service use is warranted in this context.

aimsTo examine predicting factors and costs associated with hospitalizations among home care clients aged ≥ 65 years.

methodsBaseline data collection included demographic characteristics, diagnoses, morbidity (Charlson Comorbidity Index, CCI), basic and instrumental activities of daily living (BADL, IADL), Timed up and Go (TUG), Mini-Mental State Examination (MMSE) and health-related quality of life (EQ-5D-3 L). Univariate and multivariate logistic regressions were used to identify factors predicting hospitalization and gamma regression with a log link to analyze cumulation of inpatient days during one-year follow-up. Hospitalization costs were calculated using national unit costs of healthcare.

resultsDuring follow-up, 176 (60%) of 293 regular home care clients were hospitalized. In univariate analyses, hospitalizations were statistically significantly associated with CCI, heart failure, peripheral vascular disease, renal failure, BADL, IADL and Eq. 5D3L. In multivariate analysis, only higher CCI (p = 0.008) predicted increased odds for hospitalization. Several diseases, number of medicines, BADL, IADL and MMSE were associated with inpatient days in univariate analyses. MMSE alone remained significant (p = 0.039) in multivariate analysis, higher scores predicted fewer days. Total hospitalization costs were €2,370,910, with €1,267,519 attributable to primary care and €1,103,391 to secondary care. Costs in the cohort were €9,225 per person-year. DISCUSSION: Over half of regular home care clients required hospitalization with substantial costs during one year. Greater comorbidity burden predicted hospitalizations and cognitive impairment increased inpatient days.

conclusionsOptimal disease management and maintenance of functioning should be prioritized in home care.

Indexed as

Health Care CostsHome Care ServicesHospitalizationActivities of Daily LivingAgedAged, 80 and overFemaleHumansMaleQuality of LifeFunctioningHealth care costsHome careHospitalizationOlder adults

Identifiers

PMID42435163
PMCPMC13645900

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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.