Evidence map›Paper›PMID 39404637›Full record

ArticleMedical care2025

Defining and Validating Criteria to Identify Populations Who May Benefit From Home-Based Primary Care.

Maggie R Salinger, Katherine A Ornstein, Hannah Kleijwegt, Abraham A Brody, Bruce Leff, Harriet Mather, Jennifer Reckrey, Christine S Ritchie

Abstract readValidation StudyConsensus Statement
In one paragraph

Article in Medical care, 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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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

8 authors.

Maggie R SalingerDivision of General Internal Medicine, Brown Medicine, Providence, RI.ORCID 0000-0002-7972-7071
Katherine A OrnsteinCenter for Equity in Aging, School of Nursing, Johns Hopkins University, Baltimore, MD.
Hannah KleijwegtBrookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
Abraham A BrodyDivision of Geriatric Medicine and Palliative Care, HIGN, NYU Rory Meyers College of Nursing and NYU Grossman School of Medicine, New York, NY.
Bruce LeffDivision of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD.
Harriet MatherBrookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
Jennifer ReckreyBrookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
Christine S RitchieDivision of Palliative Care and Geriatric Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA.

Funding

Residing in the Community with Dementia at the End of Life: Understanding Hospice Use and Residential SettingP30AG028741 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ORNA INTRATOR · 2010 to 2026
$21.9M
Unnecessary and Harmful Medication Use in Older Adults with DementiaP01AG066605 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KENNETH E. COVINSKY, R. Sean Morrison · 2020 to 2026
$17.7M
NIA NIH HHS P01 AG066605NIA NIH HHS P30 AG028741
6 · The paper itself

Abstract

backgroundHome-based primary care (HBPC) is an important care delivery model for high-need older adults. Currently, target patient populations vary across HBPC programs, hindering expansion and large-scale evaluation.

objectivesDevelop and validate criteria that identify appropriate HBPC target populations. RESEARCH

designA modified Delphi process was used to achieve expert consensus on criteria for identifying HBPC target populations. All criteria were defined and validated using linked data from Medicare claims and the National Health and Aging Trends Study (NHATS) (cohort n=21,727). Construct validation involved assessing demographics and health outcomes/expenditures for selected criteria. SUBJECTS: Delphi panelists (n=29) represented diverse professional perspectives. Criteria were validated on community-dwelling Medicare beneficiaries (age ≥70) enrolled in NHATS. MEASURES: Criteria were selected via Delphi questionnaires. For construct validation, sociodemographic characteristics of Medicare beneficiaries were self-reported in NHATS, and annual health care expenditures and mortality were obtained via linked Medicare claims.

resultsPanelists proposed an algorithm of criteria for HBPC target populations that included indicators for serious illness, functional impairment, and social isolation. The algorithm's Delphi-selected criteria applied to 16.8% of Medicare beneficiaries. These HBPC target populations had higher annual health care costs [Med (IQR): $10,851 (3316, 31,556) vs. $2830 (913, 9574)] and higher 12-month mortality [15% (95% CI: 14, 17) vs. 5% (95% CI: 4, 5)] compared with the total validation cohort.

conclusionsWe developed and validated an algorithm to define target populations for HBPC, which suggests a need for increased HBPC availability. By enabling objective identification of unmet demands for HBPC access or resources, this algorithm can foster robust evaluation and equitable expansion of HBPC.

Indexed as

Delphi TechniqueHome Care ServicesMedicarePrimary Health CareAgedAged, 80 and overAlgorithmsFemaleHealth ExpendituresHumansMaleUnited States

Identifiers

PMID39404637
PMCPMC11617084

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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.