Evidence map›Paper›PMID 40165587›Full record

ArticleJournal of evaluation in clinical practice2025

Association of Clinical Indicators of Acute Deterioration and Morbidity and Mortality in the Residential Aged Care Population: A Retrospective Cohort Study of Routinely Collected Health Data.

Julie Frances Daltrey, Michal Kathleen Boyd, Vanessa Burholt, Heather McLeod, W U Zhenqiang, Katherine Bloomfield, Jacqualine Robinson

Abstract read
In one paragraph

Article in Journal of evaluation in clinical practice, 2025. 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

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.

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.

Julie Frances DaltreyFaculty of Medical and Health Sciences, School of Nursing, University of Auckland, Auckland, New Zealand.ORCID 0000-0002-5063-9705
Michal Kathleen BoydFaculty of Medical and Health Sciences, School of Nursing, University of Auckland, Auckland, New Zealand.ORCID 0000-0002-8895-1251
Vanessa BurholtFaculty of Medical and Health Sciences, School of Nursing, University of Auckland, Auckland, New Zealand.ORCID 0000-0002-6789-127X
Heather McLeodFaculty of Commerce, Actuarial Science, University of Cape Town, South Africa.ORCID 0000-0002-6833-0079
W U ZhenqiangFaculty of Medical and Health Sciences, School of Medicine, University of Auckland, Auckland, New Zealand.ORCID 0000-0002-6712-8602
Katherine BloomfieldFaculty of Medical and Health Sciences, School of Medicine, University of Auckland, Auckland, New Zealand.ORCID 0000-0001-6679-1763
Jacqualine RobinsonFaculty of Medical and Health Sciences, School of Nursing, University of Auckland, Auckland, New Zealand.ORCID 0000-0002-9678-2005

Funding

This research was funded by Ageing Well National Science Challenge, Ministry of Business, Innovation and Employment, New Zealand (project 3720418).
6 · The paper itself

Abstract

introductionThe timely identification of acute deterioration in people living in residential aged care is critical to reducing rates of resident morbidity and mortality. However, residents often present with atypical or nonspecific presentations that make this difficult. This study aimed to quantify the strength of the relationship between the indicators acute deterioration reported in the literature and morbidity and mortality.

methodA retrospective cohort study using routinely collected health data. A single dependant acute deterioration variable (emergency department presentation or hospital admission or death within 7 days of the last completed international resident assessment instrument long-term care facility (interRAI-LTCF) assessment) was correlated with indicators of acute deterioration reported in the literature and available in interRAI-LTCF. Univariate and multivariate logistic regression analysis evaluated this association.

resultsNine variables were independently associated with acute deterioration. These were being 'largely asleep or unresponsive' odds ratio (OR): 7.95, 95% CI: 4.72-13.39, p < 0.001, 'easily distracted' (OR: 1.78, 95% CI: 1.28-2.49, p < 0.001), eating 'one or fewer meals a day' (OR: 2.13, 95% CI: 1.67-2.73, p < 0.001), reduced activities of daily living (OR: 2.06, 95% CI: 1.11-3.82, p = 0.02) inability to complete toilet transfer (OR: 1.95, 95% CI: 1.24-3.03, p = 0.004), 'dyspnoea; at rest' (OR: 1.81, 95% CI: 1.32-2.49, p < 0.001), 'two or more falls in 30 days' (OR: 1.53, 95% CI: 1.15-2.03, p = 0.003), peripheral oedema (OR: 1.37, 95 CI: 1.07-1.77, p = 0.014) and daily pain (OR: 1.37, 95% CI: 1.05-1.77, p = 0.019).

conclusionPresenting with one of nine variables made residents between 1.4 and 8 times more likely to be experiencing acute deterioration than others living in the facility. The monitoring the resident for these variables by healthcare assistants could support the timely identification of acute deterioration.

trial registrationNot applicable.

Indexed as

Clinical DeteriorationHomes for the AgedNursing HomesAgedAged, 80 and overFemaleGeriatric AssessmentHumansMaleMorbidityRetrospective Studiesacute deteriorationclinical indicatorsmortality and morbidityresidential aged care

Identifiers

PMID40165587
PMCPMC11959217

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Registered trials

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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.