Table · dataset · 2026
Supplementary file 2_Association between the electronic frailty index and mortality in older adults: a systematic review and meta-analysis.docx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fpubh.2026.1841492.s001
Objective<p>Frailty has become an important health concern in older adults in the context of global population aging.
Description
The electronic frailty index (eFI), derived from routinely collected electronic health record data, has been increasingly used to assess frailty in clinical practice and research. However, no meta-analysis has systematically synthesized the association between eFI-defined frailty and mortality in older adults.</p>Methods<p>We searched PubMed, Embase, Web of Science, Cochrane Library, ProQuest, Ovid MEDLINE Complete, CINAHL, and Scopus for studies examining the association between eFI-defined frailty and mortality in older adults, from database inception to April 1, 2025.
Studies reporting hazard ratios (HRs), odds ratios (ORs), or relative risks (RRs) with 95% confidence intervals (CIs) were included. Risk of bias was assessed using the Newcastle-Ottawa Scale (NOS). Meta-analysis was performed in Stata 17.0, and heterogeneity was assessed using the I<sup>2</sup> statistic.</p>Results<p>Twelve studies comprising 13 cohorts were included, because one study contributed two analytical cohorts.
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Among these, 11 cohorts provided HR-based estimates and 2 cohort provided OR-based estimates. HR-based and OR-based estimates were analyzed separately. In the HR-based meta-analysis, eFI-defined frailty severity was associated with higher mortality risk.
Compared with the non-frail group, the pooled HRs were 1.81 for mild frailty, 2.95 for moderate frailty, and 4.41for severe frailty. Substantial heterogeneity was observed across the main analyses. Subgroup analyses stratified by follow-up duration, eFI cut-off definition, study setting, and disease category suggested that the magnitude of association varied across study characteristics.</p>Conclusions<p>This meta-analysis provides quantitative evidence of a graded association between eFI-defined frailty severity and mortality in older adults.
These findings suggest that the eFI may be useful in frailty screening and risk stratification in geriatric care, although the substantial between-study heterogeneity warrants cautious interpretation and the results should not be interpreted as direct evidence of predictive performance.</p>Systematic review registration<p>crd.york.ac.uk/PROSPERO/, identifier CRD42025632191.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpubh.2026.1841492.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Mortality · Mortality · Mortality · Mortality · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Disease 75%
Provenance · 4 source records, 41 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/34054494 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34054494 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34054494 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34054494 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:440304 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |