Evidence map›Paper›PMID 40164930›Full record

ArticleJournal of general internal medicine2025

National Norms for Hospital Frailty Risk Score Among Hospitalized Adults in the USA.

Christine Loyd, Taylor Miller, Shrest Nath, Yue Zhang, Richard E Kennedy

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2025. 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

5 authors.

Christine LoydDepartment of Clinical and Diagnostic Sciences, University of Alabama at Birmingham, Birmingham, AL, USA. loydcm@uab.edu.ORCID 0000-0002-6402-6547
Taylor MillerDepartment of Clinical and Diagnostic Sciences, University of Alabama at Birmingham, Birmingham, AL, USA.
Shrest NathDepartment of Clinical and Diagnostic Sciences, University of Alabama at Birmingham, Birmingham, AL, USA.
Yue ZhangDepartment of Medicine, Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, Birmingham, AL, USA.
Richard E KennedyDepartment of Medicine, Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham, Birmingham, AL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFrailty among inpatients increases risk for hospital-associated disability and death. Yet, frailty is not regularly screened in acute care due to the lack of standardized methods, the complexity of frailty, and time and energy required of hospital personnel. Thus, screening with routinely collected data provides an opportunity to assess frailty across inpatient populations.

objectiveTo calculate normative values for Hospital Frailty Risk Score (HFRS) among adult inpatients in the USA based on age, sex, and race.

designA retrospective cross-sectional analysis of the 2018 National Inpatient Sample (NIS) database. PATIENTS: US adult inpatients aged 18y + with a focus on patients aged at least 45. MAIN MEASURES: Hospital Frailty Risk Score (HFRS) is a validated measure that uses ICD-10 codes to calculate frailty risk among hospitalized patients. KEY

resultsMean HFRS significantly increased with increasing age across sex and race (p < 0.001). Among the oldest age groups 65y + , mean and median normative values were similar between male and female inpatients (mean HFRS range, 6.71-9.62; median HFRS range, 5.40-8.70), and Black inpatients had the highest frailty risk compared to other races (mean HFRS range = 7.56-10.47; median HFRS range = 6.30-9.50). Asian/Pacific Islander inpatients had similar frailty risk to Black inpatients among those 90y + (mean HFRS = 10.48; median HFRS = 9.50).

conclusionsThe US national norms for HFRS provide a standardized reference tool for comparing frailty risk among clinical and research inpatient populations to a typical hospitalized adult for their age, sex, and race.

Indexed as

FrailtyHospitalizationInpatientsAdolescentAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleMiddle AgedRetrospective StudiesRisk AssessmentUnited StatesYoung AdultAdult inpatientsFrailty assessmentHospital Frailty Risk Score (HFRS)National norms

Identifiers

PMID40164930
PMCPMC12612481

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.