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ArticleHealth services research2025

Assessing Family Caregiver Readiness for Hospital Discharge of Patients With Serious or Life-Limiting Illness Using Electronic Health Record (EHR) and Self-Reported Data.

Joan M Griffin, Diane E Holland, Catherine E Vanderboom, Brystana G Kaufman, Allison M Gustavson, Jeanine Ransom, Jay Mandrekar, Ann Marie Dose, Cory Ingram, Zhi Ven Fong and 2 more

Registry-linked trialAbstract read
In one paragraph

Article in Health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03339271 (Technology-enhanced Transitional Palliative Care for Family Caregivers in Rural Settings), which is not on this 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.

NCT03339271 nacompletednot on this map

Technology-enhanced Transitional Palliative Care for Family Caregivers in Rural Settings

TypeinterventionalSponsorMayo ClinicRan2018 to 2022Enrolled384ConditionsPalliative CareArmsTechnology-Enhanced Support, Usual Care Support
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Mapping Caregiver Needs' Assessment Tools for Family and Friend Caregivers: A Rapid Scoping Review.International journal of environmental research and public health · 2026
    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

12 authors.

Joan M GriffinKern Center for the Science of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota, USA.ORCID https://orcid.org/0000-0001-8120-3229
Diane E HollandKern Center for the Science of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota, USA.
Catherine E VanderboomKern Center for the Science of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota, USA.
Brystana G KaufmanPopulation Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA.ORCID https://orcid.org/0000-0001-6553-0406
Allison M GustavsonCenter for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, Minnesota, USA.
Jeanine RansomDivision of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA.
Jay MandrekarDivision of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA.
Ann Marie DoseKern Center for the Science of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota, USA.
Cory IngramDepartment of Community Internal Medicine Geriatrics, and Palliative Care, Mayo Clinic, Rochester, Minnesota, USA.
Zhi Ven FongDepartment of Surgery, Mayo Clinic Arizona, Phoenix, Arizona, USA.
Ellen WildDepartment of Community Internal Medicine Geriatrics, and Palliative Care, Mayo Clinic, Rochester, Minnesota, USA.
Marianne E WeissCollege of Nursing, Marquette University, Milwaukee, Wisconsin, USA.ORCID https://orcid.org/0000-0003-4217-9822

Funding

Technology-enhanced Transitional Palliative Care for Family Caregivers in Rural SettingsR01NR016433 · NINR · MAYO CLINIC ROCHESTER · PI GRIFFIN, JOAN M. · 2017 to 2021
$2.9M
National Institutes of Health, National Institute of Nursing Research R01NR016433NINR NIH HHS R01 NR016433
6 · The paper itself

Abstract

objectiveTo assess how patient and caregiver factors influence caregiver readiness for hospital discharge in palliative care patients. STUDY SETTING AND

designThis transitional care study uses cross-sectional data from a randomized controlled trial conducted from 2018 to 2023 testing an intervention for caregivers of hospitalized adult patients with a serious or life-limiting illness who received a palliative care consult prior to transitioning out of the hospital. DATA SOURCES AND ANALYTICAL SAMPLE: Caregiver readiness was measured with the Family Readiness for Hospital Discharge Scale (n = 231). Caregiver demographic, intra- and interpersonal factors were self-reported. Patient demographic, comorbidity score, and risk score for complicated discharge planning were extracted from electronic health records. Stepwise regression models estimated variance explained (r PRINCIPAL

findingsPatient demographics and complexity were not statistically associated with caregiver readiness for discharge. Caregiver depressive symptoms, poor caregiver-patient relationship quality, and fewer hours spent caregiving prior to hospitalization explained 29% of the variance in caregiver readiness.

conclusionsReliance on patient data may not be sufficient for explaining caregiver readiness for discharge. Assessing caregiver factors may be a better alternative for identifying caregivers at risk for low discharge readiness and those in need of additional support.

trial registrationClinicalTrials.gov on November 13, 2017, (No. NCT03339271).

Indexed as

caregiverscare transitionsdischarge planningelectronic health record (EHR)readiness

Identifiers

PMID39871699
PMCPMC12277104

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.