Evidence map›Paper›PMID 41325992›Full record

ArticleJournal of the American Medical Directors Association2026

The Business Case for Family Caregiver Skills Training: Results From a Multisite Trial in the Veterans Health Care System.

Brystana G Kaufman, Michael A Lourie, Kasey Decosimo, Cynthia J Coffman, Joshua Dadolf, Matthew Tucker, Leah Christensen, Virginia Wang, Kelli D Allen, Susan N Hastings and 1 more

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of the American Medical Directors Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

11 authors.

Brystana G KaufmanCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA; Margolis Institute for Health Policy, Duke University, Durham, NC, USA. Electronic address: Brystana.kaufman@duke.edu.
Michael A LourieGeriatric Research, Education, and Clinical Center, Durham VA Health Care System, Durham, NC, USA; Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Kasey DecosimoCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA.
Cynthia J CoffmanCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA.
Joshua DadolfCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA.
Matthew TuckerCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA.
Leah ChristensenVeterans Health Administration Central Office, Washington, DC, USA.
Virginia WangCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA; Margolis Institute for Health Policy, Duke University, Durham, NC, USA; Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
Kelli D AllenCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Division of Rheumatology, Allergy, and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Susan N HastingsCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA; Geriatric Research, Education, and Clinical Center, Durham VA Health Care System, Durham, NC, USA; Department of Medicine, Duke University School of Medicine, Durham, NC, USA; Center for the Study of Aging, Duke University School of Medicine, Durham, NC, USA.
Courtney H Van HoutvenCenter of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA; Department of Population Health Sciences, Duke University, Durham, NC, USA; Margolis Institute for Health Policy, Duke University, Durham, NC, USA.

Funding

HSRD VA I50 HX002733HSRD VA IK6 HX002838HSRD VA IK6 HX003396HSRD VA IP1 HX002258
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41325992
PMCPMC12927005

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.