Longitudinal Norms of Frailty Measured by the Frailty Index: A Cross-National Comparison Using Data from the Survey of Health, Aging, and Retirement in Europe (SHARE)

dc.contributor.author Gutierrez, Angela
dc.contributor.author Supiyev, Adil
dc.contributor.author Muniz-Terrera, Graciela
dc.contributor.author Sevi, Baris
dc.contributor.author Massa, Fernando
dc.contributor.author Marroig, Alejandra
dc.date.accessioned 2026-05-05T15:07:00Z
dc.date.available 2026-05-05T15:07:00Z
dc.date.issued 2026
dc.description.abstract Background: Frailty, a geriatric syndrome commonly used to identify vulnerable older adults, is a public health priority. However, the lack of cross-national comparisons of frailty trajectories and their distribution constrains current understanding of normative changes in frailty for residents across different countries. Objective: To derive longitudinal percentiles of frailty using a consistent cross-country approach. Design: Observational study using longitudinal data from the Survey of Health, Ageing and Retirement in Europe (SHARE) between 2004 and 2020. Setting: We fit the distribution of the FI by Generalized Additive Models for Location, Scale, and Shape (GAMLSS), assessed the role of sex (male/female), education (in years), and migration status (migrant/non-migrant), and estimated the longitudinal percentiles of frailty using a consistent cross-country approach for 16 countries. Participants: Individuals aged >= 65 years (N = 42,951) at study entry. Measurements: Frailty index (FI) based on the accumulation of deficits in 40 items. Results: The results show that education is protective against frailty in all countries (a decrease of 1.1 pp. in Switzerland to 5.7 pp. in Slovenia, all p < 0.001). In most countries, women are frailer than men and migrant individuals have higher levels of frailty than non-migrants. FI trajectories showed heterogeneity across countries. The quantiles for women and migrants suggest frailer trajectories than men and non-migrants respectively. Conclusions: Findings from this cross-national comparison provide a framework within which the longitudinal norms of frailty trajectories from different countries can be interpreted.
dc.description.sponsorship European Commission, DG RTD; Max-Planck-Gesellschaft, MPG; Bundesministerium für Forschung, Technologie und Raumfahrt, BMBF; Horizon 2020, (VS 2018/0285, VS 2016/0135, 676536, 870628, 654221, 823782, VS 2015/0195, VS 2019/0332, VS 2020/0313, 101015924); Seventh Framework Programme, FP7, (283646, 227822, 261982, 211909); National Institute on Aging, NIA, (R21_AG025169, HHSN271201300071C, RAG052527A, U01_AG09740-13S2, P01_AG005842, OGHA_04–064, P01_AG08291, P30_AG12815, IAG_BSR06-11, Y1-AG-4553–01); Fifth Framework Programme, FP5, (QLK6-CT-2001–00360); Sixth Framework Programme, FP6, (RII-CT-2006–062193, CIT5-CT-2005–028857, CIT4-CT-2006–028812)
dc.description.sponsorship This paper uses data from SHARE Waves 1, 2, 3, 4, 5, 6, 7, and 8 (DOIs: 10.6103/SHARE.w1.800, 10.6103/SHARE.w2.800, 10.6103/SHARE.w3.800, 10.6103/SHARE.w4.800, 10.6103/SHARE.w5.800, 10.6103/SHARE.w6.800, 10.6103/SHARE.w7.800, 10.6103/SHARE.w8.800, 10.6103/SHARE.w8ca.800) see Börsch-Supan et al. (2013) for methodological details. The SHARE data collection has been funded by the European Commission, DG RTD through FP5 (QLK6-CT-2001–00360), FP6 (SHARE-I3: RII-CT-2006–062193, COMPARE: CIT5-CT-2005–028857, SHARELIFE: CIT4-CT-2006–028812), FP7 (SHARE-PREP: GA N°211909, SHARE-LEAP: GA N°227822, SHARE M4: GA N°261982, DASISH: GA N°283646) and Horizon 2020 (SHARE-DEV3: GA N°676536, SHARE-COHESION: GA N°870628, SERISS: GA N°654221, SSHOC: GA N°823782, SHARE-COVID19: GA N°101015924) and by DG Employment, Social Affairs & Inclusion through VS 2015/0195, VS 2016/0135, VS 2018/0285, VS 2019/0332, and VS 2020/0313. Additional funding from the German Ministry of Education and Research , the Max Planck Society for the Advancement of Science , the U.S. National Institute on Aging (U01_AG09740-13S2, P01_AG005842, P01_AG08291, P30_AG12815, R21_AG025169, Y1-AG-4553–01, IAG_BSR06-11, OGHA_04–064, HHSN271201300071C, RAG052527A) and from various national funding sources is gratefully acknowledged (see www.share-project.org ).
dc.description.sponsorship DG Employment, Social Affairs & Inclusion through VS [degrees654221, SSHOC: GA Ndegrees823782, SHARE-COVID19: GA Ndegrees101015924]; German Ministry of Education and Research [2015/0195, VS 2016/0135, VS 2018/0285, VS 2019/0332, VS 2020/0313]; [U01_AG09740-13S2]; [P01_AG005842]; [P01_AG08291]; [P30_AG12815]; [R21_AG025169]; [Y1-AG-4553-01]; [IAG_BSR06-11]; [OGHA_04-064]; [HHSN271201300071C]; [RAG052527A]
dc.description.sponsorship N degrees 654221, SSHOC: GA N degrees 823782, SHARE-COVID19: GA N degrees 101015924) and by DG Employment, Social Affairs & Inclusion through VS 2015/0195, VS 2016/0135, VS 2018/0285, VS 2019/0332, and VS 2020/0313. Additional funding from the German Ministry of Education and Research, the Max Planck Society for the Advancement of Science, the U.S. National Institute on Aging (U01_AG09740-13S2, P01_AG005842, P01_AG08291, P30_AG12815, R21_AG025169, Y1-AG-4553-01, IAG_BSR06-11, OGHA_04-064, HHSN271201300071C, RAG052527A) and from various national funding sources is gratefully acknowledged (see www.share-project.org) .
dc.identifier.doi 10.1016/j.tjfa.2026.100144
dc.identifier.issn 2260-1341
dc.identifier.issn 2273-4309
dc.identifier.scopus 2-s2.0-105034684383
dc.identifier.uri https://hdl.handle.net/20.500.11779/3392
dc.identifier.uri https://doi.org/10.1016/j.tjfa.2026.100144
dc.language.iso en
dc.publisher Elsevier
dc.relation.ispartof Journal of Frailty and Aging
dc.rights info:eu-repo/semantics/openAccess
dc.subject Frailty
dc.subject Longitudinal Norms
dc.subject SHARE
dc.subject Cross-National Comparison
dc.subject Trajectories
dc.title Longitudinal Norms of Frailty Measured by the Frailty Index: A Cross-National Comparison Using Data from the Survey of Health, Aging, and Retirement in Europe (SHARE)
dc.type Article
dcterms.instructionalMethod Sevi, Barış
dspace.entity.type Publication
gdc.author.scopusid 57484438500
gdc.author.scopusid 56293162200
gdc.author.scopusid 35206359500
gdc.author.scopusid 57208106843
gdc.author.scopusid 57189580291
gdc.author.scopusid 57104890400
gdc.author.wosid Supiyev, Adil/D-6455-2012
gdc.author.wosid Sevi, Baris/JRX-6190-2023
gdc.author.wosid Marroig, Alejandra/HSG-8436-2023
gdc.description.department İİSBF, Psikoloji Bölümü
gdc.description.issue 3
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.volume 15
gdc.description.woscitationindex Emerging Sources Citation Index
gdc.identifier.pmid 41865376
gdc.identifier.wos WOS:001727956000001
gdc.index.type PubMed
gdc.index.type WoS
gdc.index.type Scopus
gdc.publishedmonth Haziran
gdc.yokperiod YÖK - 2025-26
relation.isAuthorOfPublication.latestForDiscovery f14ef44f-4d50-431b-aa75-b7bc8f143501
relation.isOrgUnitOfPublication.latestForDiscovery c867dc8f-343e-47d7-8f86-2aab5c68c297

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