Evidence map›Paper›PMID 42369272›Full record

ArticleFrontiers in aging2026

Beyond chronological age: frailty, vitality, and subjective health structured by psychological segmentation in older adults.

Eline Jasmijn Mertens, Damien S E Broekharst, Nathascha Hanzen, Karla de Rooij, Michel van Agthoven, Sjaak Bloem

Abstract read
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Article in Frontiers in aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

6 authors.

Eline Jasmijn MertensMarketing & Supply Chain Management, Nyenrode Business Universiteit, Breukelen, Netherlands.
Damien S E BroekharstMarketing & Supply Chain Management, Nyenrode Business Universiteit, Breukelen, Netherlands.
Nathascha HanzenJanssen-Cilag, Breda, Netherlands.
Karla de RooijJanssen-Cilag, Breda, Netherlands.
Michel van AgthovenJanssen-Cilag, Breda, Netherlands.
Sjaak BloemMarketing & Supply Chain Management, Nyenrode Business Universiteit, Breukelen, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronological age remains a dominant factor in clinical decision-making despite its limited ability to reflect individual differences in functioning, vulnerability, and care needs. Age-based decision-making may contribute to exclusion from care and reinforce ageism. Psychological segmentation models, such as the Subjective Health Experience (SHE) model, classify individuals based on acceptance and perceived control of their health condition and have been proposed as a more individualized alternative. However, the relationship between SHE segments and established geriatric assessments such as frailty has not been examined. Objective: This study examined how frailty, subjective health experience, and vitality relate to psychological profiles defined by the SHE model, and whether chronological age adds explanatory value beyond segmentation. Methods: A cross-sectional questionnaire study was conducted among community-dwelling Dutch adults aged ≥67 years (N = 753). Frailty was assessed using the Groningen Frailty Indicator (GFI), subjective health via a self-anchored ladder scale, and vitality via the Vita-16 instrument. Participants were classified into four SHE segments based on mean scores of ≥5.0 per dimension on acceptance and perceived control. Nonparametric analyses were used, with additional age-stratified comparisons (67-75 vs. ≥76 years). Results: Frailty, subjective health, and vitality varied significantly across segments (all p < 0.001). Frailty prevalence ranged from 30% in segment 1%-74% in segment 4 (Cramer's V = 0.41), with low acceptance emerging as the strongest differentiating factor. Segment 1 (high acceptance/high control) showed the most favorable outcomes; segment 4 (low acceptance/low control) showed the poorest. Frailty distinguished intermediate segments more clearly than vitality, with segment 3 (low acceptance/high control) showing higher frailty prevalence than segment 2 (69% vs. 40%). Chronological age did not differ across segments and did not moderate the association between segmentation and health outcomes, except for limited age effects on vitality in segments 1, 2, and 4. Conclusion: Psychological segmentation via the SHE model explains meaningful variation in frailty, subjective health, and vitality in older adults, independent of chronological age. Frailty assessment combined with SHE segmentation enables a transition from age-based to needs-based care, supporting more tailored support strategies for older adults.

Indexed as

agingfrailtyolder adultspsychological segmentationsubjective health experiencevitality

Identifiers

PMID42369272
PMCPMC13294243

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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.