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Table · dataset · 2026

Table 1_Monitoring of palliative care outcomes for nursing home residents with dementia: a secondary exploratory analysis of monthly recurrent deterioration data.docx

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fpubh.2026.1874583.s001

Description

Background<p>In long-term care facilities, regular proxy-completed multidimensional assessments may help staff detect meaningful decline in residents with dementia, including temporal changes in physical symptoms, mood, behavior, and social interaction.</p>Methods<p>We conducted a secondary analysis of publicly available, de-identified longitudinal IPOS-Dem data from a Swiss stepped-wedge cluster-randomized trial to develop and evaluate a concise resident-level model predicting recurrent short-term deterioration on IPOS-Dem subscales among Swiss long-term care residents with dementia.

Monthly observations were converted into prediction episodes. Deterioration was prospectively defined as a ≥0.5-point increase in DEBI (dementia emotional and behavioral impact-reflecting emotional and behavioral symptoms) or DPII (dementia physical/interaction impact indicating physical, functional, communication, and interaction-related concerns) at the next observation within 14–45 days. Recurrent deterioration was defined as deterioration in >33% of eligible episodes.

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Candidate logistic-regression predictors included mean DEBI/DPII, recent monthly DEBI/DPII changes, age, sex, intervention exposure, study-time variables, cluster group, and DEBI × DPII.</p>Results<p>The episode-level dataset included 2,107 eligible prediction episodes from 222 residents; 535 episodes deteriorated (25.4%), and 72/222 residents (32.4%) met recurrent-deterioration criteria. In the final model, higher mean-centered DEBI increased the odds of recurrent deterioration (OR 2.655, 95% CI 1.382–5.101, p = 0.003), as did older age (OR 1.055/year, 95% CI 1.006–1.107, p = 0.027).

Mean-centered dDEBI reduced risk (OR 0.089, 95% CI 0.009–0.873, p = 0.038). DEBI × DPII was significant (OR 0.341, 95% CI 0.118–0.991, p = 0.048). Performance was reasonable (AUC 0.754; Brier 0.179).</p>Conclusion<p>Serial IPOS-Dem monitoring provides actionable indicators of level and trajectory for recurrent deterioration.

External validation and longitudinal modeling are needed to address resident- and facility-level dependence.</p>

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Inferred from text
Longitudinal study 65% · Tabular 65%
Provenance · 11 source records, 72 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340334916 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340334916 d agoJSON v1
DMU Figshareoai:figshare.com:article/340334916 d agoJSON v1
HKU DataHuboai:figshare.com:article/340334916 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/340334916 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340334916 d agoJSON v1
SUNScholarDataoai:figshare.com:article/340334916 d agoJSON v1
figshareoai:figshare.com:article/340334916 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340334915 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340334915 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340334915 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].anzsrc:field:420316mapping · figshare swinburne edu auvocabulary-mapper@1.0.0keywords['palliative care']
concepts[field].anzsrc:field:420316mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['palliative care']
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concepts[field].anzsrc:field:420316mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['palliative care']
concepts[field].anzsrc:field:420316mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['palliative care']
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concepts[field].local:field:earth-environmentalmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
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concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
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concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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concepts[field].local:field:psychology-behavioralmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:social-sciencemapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
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