Evidence map›Paper›PMID 42369182›Full record

SynthesisFrontiers in dementia2026

Understanding how informal dementia caregiver networks are assessed in the literature: results from a scoping review.

Noelle E Carlozzi, Wendy L Lombard, Madison Fansher, Jacqueline L Freeman, Emily Capellari, Christopher M Graves, Jennifer A Miner, Benjamin M Hampstead, Jin-Shei Lai, Amanda N Leggett

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in dementia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

10 authors.

Noelle E CarlozziCenter for Clinical Outcomes Development and Application, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, United States.
Wendy L LombardCenter for Clinical Outcomes Development and Application, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, United States.
Madison FansherCenter for Clinical Outcomes Development and Application, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, United States.
Jacqueline L FreemanTaubman Health Sciences Library, University of Michigan, Ann Arbor, MI, United States.
Emily CapellariTaubman Health Sciences Library, University of Michigan, Ann Arbor, MI, United States.
Christopher M GravesCenter for Clinical Outcomes Development and Application, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, United States.
Jennifer A MinerCenter for Clinical Outcomes Development and Application, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, United States.
Benjamin M HampsteadDepartment of Psychiatry, University of Michigan, Ann Arbor, MI, United States.
Jin-Shei LaiDepartment of Medical Social Sciences, Northwestern University, Chicago, IL, United States.
Amanda N LeggettDepartment of Psychiatry, University of Michigan, Ann Arbor, MI, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Alzheimer's disease and related dementias currently affect millions of Americans, with increasing prevalence expected as the population ages. Care for individuals with dementia is typically provided by informal caregiver networks encompassing family, friends, and nontraditional care partners. Despite societal changes in caregiving roles and family structure, there is limited consensus on how caregiver networks are conceptualized and measured in research literature. The purpose of this analysis was to systematically map existing measurement approaches used to capture and characterize informal dementia caregiver networks, and to identify common data elements and validated instruments within the literature. Methods: We conducted a rigorous literature review guided by the JBI Manual for Evidence Synthesis for conducting scoping reviews, the Preferred Reporting Items for Systematic reviews and Metal-Analyses extension for Scoping Reviews (PRISMA-ScR). The protocol was registered on OSF (DOI: 10.17605/OSF. IO/2XGSR). Inclusion criteria comprised peer-reviewed, quantitative, English-language articles that defined or measured caregiver networks, with no geographic or date restrictions. Independent raters performed title, abstract, and full-text screening, supplemented by artificial intelligence (AI)-supported data extraction and latent content analysis to identify measurement approaches and data elements. Results: Out of 14,625 initial references, 197 studies were included that assessed caregiver networks for individuals with dementia. Only 19 studies utilized validated instruments, while the remaining 177 (89%) relied on study-specific measures. Thirteen validated tools were identified, although most were used only once or twice. Latent content analysis revealed seven recurring data elements in network characterization: (1) availability of another caregiver (45.2%), (2) amount of help provided (39.1%), (3) number of caregivers (23.4%), (4) type of activities assisted with (16.2%), (5) relationships of helpers (13.7%), (6) satisfaction with support (12.7%), and (7) demographic details of caregivers (2.5%). Most studies assessed just one or two network attributes, with marked variability and limited adoption of standardized measures. Conclusion: There is substantial heterogeneity and inconsistency in how informal caregiver networks are assessed in dementia research, and there is no consensus approach in the literature. As caregiving networks diversify in response to changing demographics and family structures, robust, inclusive assessment instruments are critically needed. Future research should prioritize developing and validating standardized measures to better capture the complexities of modern informal dementia caregiver networks, thereby enhancing policy, support, and interventions for these populations. Systematic review registration: OSF Registration found at https://osf.io/2xgsr/overview.

Indexed as

activities of daily livingAlzheimer’s diseasecaregiver networkscaregiverspatient care team

Identifiers

PMID42369182
PMCPMC13303008

What OpenQuestion holds

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LicenceCC BY
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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.