Evidence map›Paper›PMID 41356607›Full record

ArticleJournal of aging research2025

Predicting the Subjective Health Experience of Older Adults: A Modelling Approach.

Damien S E Broekharst, Sjaak Bloem, Eline J Mertens, Nathascha Hanzen, Michel van Agthoven

Abstract read
In one paragraph

Article in Journal of aging research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

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

5 authors.

Damien S E BroekharstCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, the Netherlands.ORCID https://orcid.org/0000-0002-9778-6243
Sjaak BloemCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, the Netherlands.ORCID https://orcid.org/0000-0001-6388-9423
Eline J MertensCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, the Netherlands.
Nathascha HanzenJanssen-Cilag B.V., Johnson & Johnson, Breda, the Netherlands.
Michel van AgthovenJanssen-Cilag B.V., Johnson & Johnson, Breda, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: As people age, they increasingly face physical and cognitive decline, which can negatively affect their subjective health experience. To improve subjective health experience among older adults, it is crucial to understand its key predictors. Current literature points to frailty and vitality from geriatric research as well as acceptance and control from psychological science as key predictors. However, until now, they have never been incorporated in one composite model. Therefore, this study aims to develop, validate and differentiate a composite model integrating these predictors. Methods: An online questionnaire covering sample characteristics and instruments on frailty, vitality, acceptance, control and subjective health experience was distributed among a sample of 753 older adults recruited from a research panel. Data were analysed using descriptive, reliability, validity and model statistics. Results: Frailty shows modest to moderate negative relationships with acceptance, control and subjective health experience and a stronger negative relationship with vitality. Vitality relates moderately positively to control and subjective health experience and modestly to acceptance. Control has a strong positive relationship with acceptance and a modest one with subjective health experience. Acceptance shows a moderate positive relationship with subjective health experience. Frailty has a moderate significant negative indirect relationship with subjective health experience, through several modest but significant pathways involving vitality, acceptance and control combined or alone. Pathways with control alone are modest and nonsignificant. The models explain 41.5%-52.6% of the variance in subjective health experience. Conclusion: It might be worthwhile to consider deploying the key concepts of the model, such as frailty, vitality, acceptance or control, as starting points for the development of future interventions concerning the subjective health experience of older adults. Such interventions may target frailty and promote vitality through tailored support, while aligning delivery with older adults' needs for control and acceptance.

Indexed as

acceptancecontrolfrailtyolder adultssubjective health experiencevitality

Identifiers

PMID41356607
PMCPMC12681418

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.