Evidence map›Paper›PMID 42823660›Full record

Observational studyBMC geriatrics2026

Factors associated with sustained robustness in older adults: an 8-year multinational longitudinal study using SHARE data.

Khalil Iktilat, Debbie Rand, Netta Bentur, Aviad Tur-Sinai

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMC geriatrics, 2026. 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
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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

5 · Who and what money

Authors and funding

4 authors.

Khalil IktilatDepartment of Occupational Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel. ikt.khalil@gmail.com.ORCID 0000-0002-3180-5421
Debbie Rand *Department of Occupational Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Herczeg Institute of Aging, Tel Aviv University, Tel Aviv, Israel.ORCID 0000-0001-6410-2389
Netta BenturDepartment of Occupational Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Aviad Tur-Sinai *School of Public Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel.ORCID 0000-0002-4802-455X

Funding

Enhancing the Comparability of SHARE with HRS and ELSAR01AG052527 · NIA · MAX PLANCK INST/SOCIAL LAW/SOCIAL POLICY · PI BOERSCH-SUPAN, AXEL H · 2016 to 2020
$2.1M
NIA NIH HHS HHSN271201300071CNIA NIH HHS R01 AG052527
6 · The paper itself

Abstract

backgroundFrailty is a widely recognized clinical syndrome of ageing. While most studies emphasize risk factors for frailty, less is known about the factors associated with sustained robustness in later life. This study addresses this gap by examining baseline characteristics associated with the subsequent maintenance of robustness among older adults.

methodsWe analyzed eight years of longitudinal data from the Survey of Health, Ageing and Retirement in Europe (SHARE; Waves 4-8, 2011-2020) across 27 countries, including 7,865 adults aged 65-84 who were robust at baseline and had frailty information available in at least one follow-up wave; participants were stratified into younger-old (65-74) and older-old (75-84) groups. Logistic regression models estimated odds ratios for maintaining robustness, incorporating sociodemographic, health, lifestyle, and functional factors.

resultsRobustness declined steadily over time, with 52% of younger-old adults and 26% of older-old adults remaining robust after eight years. Across all models, better self-rated health (OR ≈ 0.72, p < 0.001), fewer chronic conditions (OR ≈ 0.89, p < 0.001), and greater financial security (OR ≈ 1.11, p = 0.018) were the strongest and most consistent predictors of sustained robustness. Participation in social and cognitive activities was also associated with sustained robustness in some models. Baseline physical activity showed positive associations in the primary analyses, although these findings require cautious interpretation because physical activity also contributed to the operational definition of robustness.

conclusionsThis study contributes to ageing research by examining sustained robustness, rather than frailty progression alone, as a longitudinal outcome in a large multinational cohort. By identifying behavioral, psychosocial, and functional characteristics associated with sustained robustness, the study frames robustness as a measurable longitudinal outcome in ageing research and practice. These findings support a more balanced and positive conceptualization of ageing - one that emphasizes not only preventing frailty, but also maintaining robustness as an important scientific and clinical objective.

Indexed as

AgingFrail ElderlyFrailtyAgedAged, 80 and overEuropeFemaleHumansLongitudinal StudiesMaleRisk FactorsAgeingHealthy ageingLongitudinal robustness maintenanceMultidimensional resilienceRobustnessSHARESustained robustness

Identifiers

PMID42823660
PMCPMC13632319

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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.