Evidence map›Paper›PMID 38859822›Full record

ArticleInnovation in aging2024

Using Clustering Methods to Map the Experience Profiles of Dementia Caregivers.

Sato Ashida, Freda B Lynn, Lena Thompson, Laura M Koehly, Kristine N Williams, Maria S Donohoe

Registry-linked trialAbstract read
In one paragraph

Article in Innovation in aging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03932812 (Building a Bridge), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

NCT03932812 nacompletednot on this map

Building a Bridge (Between Clinical and Community Care): Post-diagnosis Support for Persons With Dementia and Their Families

TypeinterventionalSponsorSato AshidaRan2019 to 2021Enrolled82ConditionsCaregiver BurdenArmsOptions Counselor Health Educator (OC-HE) Intervention
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

6 authors.

Sato AshidaDepartment of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA.
Freda B LynnDepartment of Sociology and Criminology, College of Liberal Arts and Sciences, University of Iowa, Iowa City, Iowa, USA.
Lena ThompsonDepartment of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA.
Laura M KoehlySocial and Behavioral Research Branch, National Human Genome Research Institute, Bethesda, Maryland, USA.
Kristine N WilliamsSchool of Nursing, University of Kansas, Kansas City, Kansas, USA.
Maria S DonohoeDepartment of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objectives: Caregivers of persons living with dementia report wide-ranging lived experiences, including feelings of burden and frustration but also positivity about caregiving. This study applies clustering methodology to novel survey data to explore variation in caregiving experience profiles, which could then be used to design and target caregiver interventions aimed at improving caregiver well-being. Research Design and Methods: The Results: The clustering algorithm identified 4 segments of caregivers with distinct experience profiles: Discussion and Implications: How caregivers respond to support interventions may be contingent on caregivers' experience profile. Research and practice should focus on identifying public health strategies tailored to fit caregiver experiences. Clinical Trial Registration: NCT03932812.

Indexed as

Caregiving networksDementiaFamily caregivingk-Means clustering

Identifiers

PMID38859822
PMCPMC11163925

What OpenQuestion holds

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Registered trials

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.