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 |
