Clustering on longitudinal lifestyle trajectories and their impact on cognitive performance Article Swipe
Alba Roca‐Ventura
,
Javier Solana Sánchez
,
Gabriele Cattaneo
,
Vanessa Alviarez‐Schulze
,
Goretti España‐Irla
,
María Redondo‐Camós
,
Selma Delgado‐Gallén
,
Rubén Augusto Romero
,
Edgar Buloz-Osorio
,
Álvaro Pascual‐Leone
,
David Bartrés‐Faz
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fpsyg.2025.1510971
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fpsyg.2025.1510971
Introduction Lifestyle factors have demonstrated a significant contribution to resilience against cognitive decline and age-related diseases. However, the understanding of how combinations of modifiable lifestyle behaviors relate to cognitive trajectories across the lifespan remains limited. This study aims to explore the relationship between lifestyle trajectories—including cognitive activity, physical exercise, sleep, socialization, nutrition, alcohol consumption, tobacco use, and body mass index (BMI)—and cognitive performance in healthy middle-aged adults. Methods Data were obtained from the Barcelona Brain Health Initiative (BBHI), an ongoing longitudinal prospective cohort study. Participants completed repeated self-reports on lifestyle factors and underwent in-person neuropsychological assessments. Kml3d clustering was applied to the longitudinal lifestyle data to identify distinct profiles. Cognitive performance was then analyzed across these lifestyle clusters to evaluate associations between lifestyle patterns and cognitive status. Results The results revealed that adherence to healthy lifestyle patterns was strongly associated with better cognitive performance. Specifically, individuals following profiles characterized by higher engagement in cognitive and physical activities, healthier nutrition, better psychological health, and stronger socialization showed superior cognitive status. Moreover, the findings underscored that adhering to a higher number of healthy behaviors had a cumulative positive impact on cognition. Across the studied period—spanning middle age to older adulthood—cognitive trajectories were generally stable. Discussion This study highlights that k-means clustering of longitudinal lifestyle data can successfully identify meaningful lifestyle profiles associated with cognitive status in middle-aged adults. The results suggest that specific combinations of modifiable lifestyle factors may exert a more pronounced influence on maintaining cognitive health. These findings provide promising insights for the development and personalization of lifestyle interventions aimed at enhancing brain health and resilience to cognitive decline.
Related Topics
Concepts
Cognition
Psychology
Longitudinal study
Effects of sleep deprivation on cognitive performance
Gerontology
Cognitive decline
Socialization
Body mass index
Cohort
Neuropsychology
Psychological resilience
Clinical psychology
Developmental psychology
Medicine
Dementia
Psychiatry
Social psychology
Internal medicine
Pathology
Disease
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3389/fpsyg.2025.1510971
- OA Status
- gold
- References
- 85
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4412909715
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4412909715Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3389/fpsyg.2025.1510971Digital Object Identifier
- Title
-
Clustering on longitudinal lifestyle trajectories and their impact on cognitive performanceWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-07-25Full publication date if available
- Authors
-
Alba Roca‐Ventura, Javier Solana Sánchez, Gabriele Cattaneo, Vanessa Alviarez‐Schulze, Goretti España‐Irla, María Redondo‐Camós, Selma Delgado‐Gallén, Rubén Augusto Romero, Edgar Buloz-Osorio, Álvaro Pascual‐Leone, David Bartrés‐FazList of authors in order
- Landing page
-
https://doi.org/10.3389/fpsyg.2025.1510971Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.3389/fpsyg.2025.1510971Direct OA link when available
- Concepts
-
Cognition, Psychology, Longitudinal study, Effects of sleep deprivation on cognitive performance, Gerontology, Cognitive decline, Socialization, Body mass index, Cohort, Neuropsychology, Psychological resilience, Clinical psychology, Developmental psychology, Medicine, Dementia, Psychiatry, Social psychology, Internal medicine, Pathology, DiseaseTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
85Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4412909715 |
|---|---|
| doi | https://doi.org/10.3389/fpsyg.2025.1510971 |
| ids.doi | https://doi.org/10.3389/fpsyg.2025.1510971 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/40787122 |
| ids.openalex | https://openalex.org/W4412909715 |
| fwci | 0.0 |
| type | article |
| title | Clustering on longitudinal lifestyle trajectories and their impact on cognitive performance |
| biblio.issue | |
| biblio.volume | 16 |
| biblio.last_page | 1510971 |
| biblio.first_page | 1510971 |
| topics[0].id | https://openalex.org/T10009 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9991999864578247 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2738 |
| topics[0].subfield.display_name | Psychiatry and Mental health |
| topics[0].display_name | Dementia and Cognitive Impairment Research |
| topics[1].id | https://openalex.org/T14393 |
| topics[1].field.id | https://openalex.org/fields/23 |
| topics[1].field.display_name | Environmental Science |
| topics[1].score | 0.9919000267982483 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2307 |
| topics[1].subfield.display_name | Health, Toxicology and Mutagenesis |
| topics[1].display_name | Health, Environment, Cognitive Aging |
| topics[2].id | https://openalex.org/T11011 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9818999767303467 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2717 |
| topics[2].subfield.display_name | Geriatrics and Gerontology |
| topics[2].display_name | Frailty in Older Adults |
| is_xpac | False |
| apc_list.value | 2950 |
| apc_list.currency | USD |
| apc_list.value_usd | 2950 |
| apc_paid.value | 2950 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2950 |
| concepts[0].id | https://openalex.org/C169900460 |
| concepts[0].level | 2 |
| concepts[0].score | 0.717688262462616 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q2200417 |
| concepts[0].display_name | Cognition |
| concepts[1].id | https://openalex.org/C15744967 |
| concepts[1].level | 0 |
| concepts[1].score | 0.6390759944915771 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[1].display_name | Psychology |
| concepts[2].id | https://openalex.org/C2777895361 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6077072620391846 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1758614 |
| concepts[2].display_name | Longitudinal study |
| concepts[3].id | https://openalex.org/C185711340 |
| concepts[3].level | 3 |
| concepts[3].score | 0.5675625801086426 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q5347381 |
| concepts[3].display_name | Effects of sleep deprivation on cognitive performance |
| concepts[4].id | https://openalex.org/C74909509 |
| concepts[4].level | 1 |
| concepts[4].score | 0.4988114833831787 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q10387 |
| concepts[4].display_name | Gerontology |
| concepts[5].id | https://openalex.org/C2984863031 |
| concepts[5].level | 4 |
| concepts[5].score | 0.46980056166648865 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q83030 |
| concepts[5].display_name | Cognitive decline |
| concepts[6].id | https://openalex.org/C25032326 |
| concepts[6].level | 2 |
| concepts[6].score | 0.46725699305534363 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q185467 |
| concepts[6].display_name | Socialization |
| concepts[7].id | https://openalex.org/C2780221984 |
| concepts[7].level | 2 |
| concepts[7].score | 0.45055508613586426 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q131191 |
| concepts[7].display_name | Body mass index |
| concepts[8].id | https://openalex.org/C72563966 |
| concepts[8].level | 2 |
| concepts[8].score | 0.4334338307380676 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q1303415 |
| concepts[8].display_name | Cohort |
| concepts[9].id | https://openalex.org/C14216870 |
| concepts[9].level | 3 |
| concepts[9].score | 0.4324132800102234 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q3872 |
| concepts[9].display_name | Neuropsychology |
| concepts[10].id | https://openalex.org/C137176749 |
| concepts[10].level | 2 |
| concepts[10].score | 0.4155391454696655 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q4105337 |
| concepts[10].display_name | Psychological resilience |
| concepts[11].id | https://openalex.org/C70410870 |
| concepts[11].level | 1 |
| concepts[11].score | 0.37910741567611694 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q199906 |
| concepts[11].display_name | Clinical psychology |
| concepts[12].id | https://openalex.org/C138496976 |
| concepts[12].level | 1 |
| concepts[12].score | 0.3504669666290283 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q175002 |
| concepts[12].display_name | Developmental psychology |
| concepts[13].id | https://openalex.org/C71924100 |
| concepts[13].level | 0 |
| concepts[13].score | 0.2494811713695526 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[13].display_name | Medicine |
| concepts[14].id | https://openalex.org/C2779483572 |
| concepts[14].level | 3 |
| concepts[14].score | 0.18425309658050537 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q83030 |
| concepts[14].display_name | Dementia |
| concepts[15].id | https://openalex.org/C118552586 |
| concepts[15].level | 1 |
| concepts[15].score | 0.1490684449672699 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[15].display_name | Psychiatry |
| concepts[16].id | https://openalex.org/C77805123 |
| concepts[16].level | 1 |
| concepts[16].score | 0.0758858323097229 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q161272 |
| concepts[16].display_name | Social psychology |
| concepts[17].id | https://openalex.org/C126322002 |
| concepts[17].level | 1 |
| concepts[17].score | 0.0 |
| concepts[17].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[17].display_name | Internal medicine |
| concepts[18].id | https://openalex.org/C142724271 |
| concepts[18].level | 1 |
| concepts[18].score | 0.0 |
| concepts[18].wikidata | https://www.wikidata.org/wiki/Q7208 |
| concepts[18].display_name | Pathology |
| concepts[19].id | https://openalex.org/C2779134260 |
| concepts[19].level | 2 |
| concepts[19].score | 0.0 |
| concepts[19].wikidata | https://www.wikidata.org/wiki/Q12136 |
| concepts[19].display_name | Disease |
| keywords[0].id | https://openalex.org/keywords/cognition |
| keywords[0].score | 0.717688262462616 |
| keywords[0].display_name | Cognition |
| keywords[1].id | https://openalex.org/keywords/psychology |
| keywords[1].score | 0.6390759944915771 |
| keywords[1].display_name | Psychology |
| keywords[2].id | https://openalex.org/keywords/longitudinal-study |
| keywords[2].score | 0.6077072620391846 |
| keywords[2].display_name | Longitudinal study |
| keywords[3].id | https://openalex.org/keywords/effects-of-sleep-deprivation-on-cognitive-performance |
| keywords[3].score | 0.5675625801086426 |
| keywords[3].display_name | Effects of sleep deprivation on cognitive performance |
| keywords[4].id | https://openalex.org/keywords/gerontology |
| keywords[4].score | 0.4988114833831787 |
| keywords[4].display_name | Gerontology |
| keywords[5].id | https://openalex.org/keywords/cognitive-decline |
| keywords[5].score | 0.46980056166648865 |
| keywords[5].display_name | Cognitive decline |
| keywords[6].id | https://openalex.org/keywords/socialization |
| keywords[6].score | 0.46725699305534363 |
| keywords[6].display_name | Socialization |
| keywords[7].id | https://openalex.org/keywords/body-mass-index |
| keywords[7].score | 0.45055508613586426 |
| keywords[7].display_name | Body mass index |
| keywords[8].id | https://openalex.org/keywords/cohort |
| keywords[8].score | 0.4334338307380676 |
| keywords[8].display_name | Cohort |
| keywords[9].id | https://openalex.org/keywords/neuropsychology |
| keywords[9].score | 0.4324132800102234 |
| keywords[9].display_name | Neuropsychology |
| keywords[10].id | https://openalex.org/keywords/psychological-resilience |
| keywords[10].score | 0.4155391454696655 |
| keywords[10].display_name | Psychological resilience |
| keywords[11].id | https://openalex.org/keywords/clinical-psychology |
| keywords[11].score | 0.37910741567611694 |
| keywords[11].display_name | Clinical psychology |
| keywords[12].id | https://openalex.org/keywords/developmental-psychology |
| keywords[12].score | 0.3504669666290283 |
| keywords[12].display_name | Developmental psychology |
| keywords[13].id | https://openalex.org/keywords/medicine |
| keywords[13].score | 0.2494811713695526 |
| keywords[13].display_name | Medicine |
| keywords[14].id | https://openalex.org/keywords/dementia |
| keywords[14].score | 0.18425309658050537 |
| keywords[14].display_name | Dementia |
| keywords[15].id | https://openalex.org/keywords/psychiatry |
| keywords[15].score | 0.1490684449672699 |
| keywords[15].display_name | Psychiatry |
| keywords[16].id | https://openalex.org/keywords/social-psychology |
| keywords[16].score | 0.0758858323097229 |
| keywords[16].display_name | Social psychology |
| language | en |
| locations[0].id | doi:10.3389/fpsyg.2025.1510971 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S9692511 |
| locations[0].source.issn | 1664-1078 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1664-1078 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Frontiers in Psychology |
| locations[0].source.host_organization | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_name | Frontiers Media |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_lineage_names | Frontiers Media |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Frontiers in Psychology |
| locations[0].landing_page_url | https://doi.org/10.3389/fpsyg.2025.1510971 |
| locations[1].id | pmid:40787122 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Frontiers in psychology |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/40787122 |
| locations[2].id | pmh:oai:doaj.org/article:18151e3319f74146b03d1a4cdc6424cb |
| locations[2].is_oa | False |
| locations[2].source.id | https://openalex.org/S4306401280 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Frontiers in Psychology, Vol 16 (2025) |
| locations[2].landing_page_url | https://doaj.org/article/18151e3319f74146b03d1a4cdc6424cb |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5041694508 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-9138-4294 |
| authorships[0].author.display_name | Alba Roca‐Ventura |
| authorships[0].countries | ES |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210095713, https://openalex.org/I71999127 |
| authorships[0].affiliations[0].raw_affiliation_string | Departament de Medicina, Facultat de Medicina i Ciències de la Salut, i Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[0].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[0].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[0].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[0].institutions[0].id | https://openalex.org/I4210095713 |
| authorships[0].institutions[0].ror | https://ror.org/00nyrjc53 |
| authorships[0].institutions[0].type | government |
| authorships[0].institutions[0].lineage | https://openalex.org/I157913058, https://openalex.org/I4210095713 |
| authorships[0].institutions[0].country_code | ES |
| authorships[0].institutions[0].display_name | Departament de Salut |
| authorships[0].institutions[1].id | https://openalex.org/I4210113915 |
| authorships[0].institutions[1].ror | https://ror.org/01xcgd076 |
| authorships[0].institutions[1].type | nonprofit |
| authorships[0].institutions[1].lineage | https://openalex.org/I4210113915 |
| authorships[0].institutions[1].country_code | ES |
| authorships[0].institutions[1].display_name | Institut Guttmann |
| authorships[0].institutions[2].id | https://openalex.org/I4210137002 |
| authorships[0].institutions[2].ror | https://ror.org/03bzdww12 |
| authorships[0].institutions[2].type | facility |
| authorships[0].institutions[2].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[0].institutions[2].country_code | ES |
| authorships[0].institutions[2].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[0].institutions[3].id | https://openalex.org/I71999127 |
| authorships[0].institutions[3].ror | https://ror.org/021018s57 |
| authorships[0].institutions[3].type | education |
| authorships[0].institutions[3].lineage | https://openalex.org/I71999127 |
| authorships[0].institutions[3].country_code | ES |
| authorships[0].institutions[3].display_name | Universitat de Barcelona |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Alba Roca-Ventura |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Departament de Medicina, Facultat de Medicina i Ciències de la Salut, i Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain, Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[1].author.id | https://openalex.org/A5100699801 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-0880-7856 |
| authorships[1].author.display_name | Javier Solana Sánchez |
| authorships[1].countries | ES |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210113915 |
| authorships[1].affiliations[0].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[1].affiliations[1].institution_ids | https://openalex.org/I4210137002 |
| authorships[1].affiliations[1].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[1].affiliations[2].institution_ids | https://openalex.org/I123044942 |
| authorships[1].affiliations[2].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[1].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[1].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[1].institutions[0].type | nonprofit |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[1].institutions[0].country_code | ES |
| authorships[1].institutions[0].display_name | Institut Guttmann |
| authorships[1].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[1].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[1].institutions[1].type | facility |
| authorships[1].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[1].institutions[1].country_code | ES |
| authorships[1].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[1].institutions[2].id | https://openalex.org/I123044942 |
| authorships[1].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[1].institutions[2].type | education |
| authorships[1].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[1].institutions[2].country_code | ES |
| authorships[1].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Javier Solana-Sánchez |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[2].author.id | https://openalex.org/A5084829982 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-7411-6829 |
| authorships[2].author.display_name | Gabriele Cattaneo |
| authorships[2].countries | ES |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[2].affiliations[0].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[2].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[2].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[2].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[2].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[2].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[2].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[2].institutions[0].type | nonprofit |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[2].institutions[0].country_code | ES |
| authorships[2].institutions[0].display_name | Institut Guttmann |
| authorships[2].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[2].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[2].institutions[1].type | facility |
| authorships[2].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[2].institutions[1].country_code | ES |
| authorships[2].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[2].institutions[2].id | https://openalex.org/I123044942 |
| authorships[2].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[2].institutions[2].type | education |
| authorships[2].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[2].institutions[2].country_code | ES |
| authorships[2].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Gabriele Cattaneo |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[3].author.id | https://openalex.org/A5086523165 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-9702-8688 |
| authorships[3].author.display_name | Vanessa Alviarez‐Schulze |
| authorships[3].countries | ES |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[3].affiliations[0].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[3].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[3].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[3].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[3].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[3].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[3].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[3].institutions[0].type | nonprofit |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[3].institutions[0].country_code | ES |
| authorships[3].institutions[0].display_name | Institut Guttmann |
| authorships[3].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[3].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[3].institutions[1].type | facility |
| authorships[3].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[3].institutions[1].country_code | ES |
| authorships[3].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[3].institutions[2].id | https://openalex.org/I123044942 |
| authorships[3].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[3].institutions[2].type | education |
| authorships[3].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[3].institutions[2].country_code | ES |
| authorships[3].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Vanessa Alviarez-Schulze |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[4].author.id | https://openalex.org/A5066332356 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-2525-6523 |
| authorships[4].author.display_name | Goretti España‐Irla |
| authorships[4].countries | ES |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210113915 |
| authorships[4].affiliations[0].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[4].affiliations[1].institution_ids | https://openalex.org/I4210137002 |
| authorships[4].affiliations[1].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[4].affiliations[2].institution_ids | https://openalex.org/I123044942 |
| authorships[4].affiliations[2].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[4].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[4].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[4].institutions[0].type | nonprofit |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[4].institutions[0].country_code | ES |
| authorships[4].institutions[0].display_name | Institut Guttmann |
| authorships[4].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[4].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[4].institutions[1].type | facility |
| authorships[4].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[4].institutions[1].country_code | ES |
| authorships[4].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[4].institutions[2].id | https://openalex.org/I123044942 |
| authorships[4].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[4].institutions[2].type | education |
| authorships[4].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[4].institutions[2].country_code | ES |
| authorships[4].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Goretti España-Irla |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[5].author.id | https://openalex.org/A5021339870 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-3890-5070 |
| authorships[5].author.display_name | María Redondo‐Camós |
| authorships[5].countries | ES |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[5].affiliations[0].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[5].affiliations[1].institution_ids | https://openalex.org/I4210137002 |
| authorships[5].affiliations[1].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[5].affiliations[2].institution_ids | https://openalex.org/I4210113915 |
| authorships[5].affiliations[2].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[5].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[5].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[5].institutions[0].type | nonprofit |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[5].institutions[0].country_code | ES |
| authorships[5].institutions[0].display_name | Institut Guttmann |
| authorships[5].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[5].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[5].institutions[1].type | facility |
| authorships[5].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[5].institutions[1].country_code | ES |
| authorships[5].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[5].institutions[2].id | https://openalex.org/I123044942 |
| authorships[5].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[5].institutions[2].type | education |
| authorships[5].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[5].institutions[2].country_code | ES |
| authorships[5].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | María Redondo-Camós |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[6].author.id | https://openalex.org/A5041040414 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Selma Delgado‐Gallén |
| authorships[6].countries | ES |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[6].affiliations[0].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[6].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[6].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[6].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[6].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[6].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[6].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[6].institutions[0].type | nonprofit |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[6].institutions[0].country_code | ES |
| authorships[6].institutions[0].display_name | Institut Guttmann |
| authorships[6].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[6].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[6].institutions[1].type | facility |
| authorships[6].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[6].institutions[1].country_code | ES |
| authorships[6].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[6].institutions[2].id | https://openalex.org/I123044942 |
| authorships[6].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[6].institutions[2].type | education |
| authorships[6].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[6].institutions[2].country_code | ES |
| authorships[6].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Selma Delgado-Gallén |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[7].author.id | https://openalex.org/A5111474873 |
| authorships[7].author.orcid | |
| authorships[7].author.display_name | Rubén Augusto Romero |
| authorships[7].countries | ES |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210113915 |
| authorships[7].affiliations[0].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[7].affiliations[1].institution_ids | https://openalex.org/I123044942 |
| authorships[7].affiliations[1].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[7].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[7].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[7].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[7].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[7].institutions[0].type | nonprofit |
| authorships[7].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[7].institutions[0].country_code | ES |
| authorships[7].institutions[0].display_name | Institut Guttmann |
| authorships[7].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[7].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[7].institutions[1].type | facility |
| authorships[7].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[7].institutions[1].country_code | ES |
| authorships[7].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[7].institutions[2].id | https://openalex.org/I123044942 |
| authorships[7].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[7].institutions[2].type | education |
| authorships[7].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[7].institutions[2].country_code | ES |
| authorships[7].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Ruben Romero |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[8].author.id | https://openalex.org/A5093000409 |
| authorships[8].author.orcid | |
| authorships[8].author.display_name | Edgar Buloz-Osorio |
| authorships[8].countries | ES |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I123044942 |
| authorships[8].affiliations[0].raw_affiliation_string | Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[8].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[8].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[8].affiliations[2].institution_ids | https://openalex.org/I4210137002 |
| authorships[8].affiliations[2].raw_affiliation_string | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain |
| authorships[8].institutions[0].id | https://openalex.org/I4210113915 |
| authorships[8].institutions[0].ror | https://ror.org/01xcgd076 |
| authorships[8].institutions[0].type | nonprofit |
| authorships[8].institutions[0].lineage | https://openalex.org/I4210113915 |
| authorships[8].institutions[0].country_code | ES |
| authorships[8].institutions[0].display_name | Institut Guttmann |
| authorships[8].institutions[1].id | https://openalex.org/I4210137002 |
| authorships[8].institutions[1].ror | https://ror.org/03bzdww12 |
| authorships[8].institutions[1].type | facility |
| authorships[8].institutions[1].lineage | https://openalex.org/I4210137002, https://openalex.org/I4387153040 |
| authorships[8].institutions[1].country_code | ES |
| authorships[8].institutions[1].display_name | Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol |
| authorships[8].institutions[2].id | https://openalex.org/I123044942 |
| authorships[8].institutions[2].ror | https://ror.org/052g8jq94 |
| authorships[8].institutions[2].type | education |
| authorships[8].institutions[2].lineage | https://openalex.org/I123044942 |
| authorships[8].institutions[2].country_code | ES |
| authorships[8].institutions[2].display_name | Universitat Autònoma de Barcelona |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Edgar Buloz-Osorio |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Universitat Autònoma de Barcelona, Bellaterra, Spain |
| authorships[9].author.id | https://openalex.org/A5056623917 |
| authorships[9].author.orcid | https://orcid.org/0000-0001-8975-0382 |
| authorships[9].author.display_name | Álvaro Pascual‐Leone |
| authorships[9].countries | US |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210123879 |
| authorships[9].affiliations[0].raw_affiliation_string | Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, United States |
| authorships[9].affiliations[1].institution_ids | https://openalex.org/I136199984 |
| authorships[9].affiliations[1].raw_affiliation_string | Department of Neurology, Harvard Medical School, Boston, MA, United States |
| authorships[9].institutions[0].id | https://openalex.org/I136199984 |
| authorships[9].institutions[0].ror | https://ror.org/03vek6s52 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I136199984 |
| authorships[9].institutions[0].country_code | US |
| authorships[9].institutions[0].display_name | Harvard University |
| authorships[9].institutions[1].id | https://openalex.org/I4210123879 |
| authorships[9].institutions[1].ror | https://ror.org/02vptss42 |
| authorships[9].institutions[1].type | nonprofit |
| authorships[9].institutions[1].lineage | https://openalex.org/I4210123879 |
| authorships[9].institutions[1].country_code | US |
| authorships[9].institutions[1].display_name | Hebrew SeniorLife |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Álvaro Pascual-Leone |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Department of Neurology, Harvard Medical School, Boston, MA, United States, Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, United States |
| authorships[10].author.id | https://openalex.org/A5054762575 |
| authorships[10].author.orcid | https://orcid.org/0000-0001-6020-4118 |
| authorships[10].author.display_name | David Bartrés‐Faz |
| authorships[10].countries | ES |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I4210095713, https://openalex.org/I71999127 |
| authorships[10].affiliations[0].raw_affiliation_string | Departament de Medicina, Facultat de Medicina i Ciències de la Salut, i Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain |
| authorships[10].affiliations[1].institution_ids | https://openalex.org/I4210113915 |
| authorships[10].affiliations[1].raw_affiliation_string | Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain |
| authorships[10].affiliations[2].institution_ids | https://openalex.org/I4210160192 |
| authorships[10].affiliations[2].raw_affiliation_string | Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Barcelona, Spain |
| authorships[10].institutions[0].id | https://openalex.org/I4210160192 |
| authorships[10].institutions[0].ror | https://ror.org/054vayn55 |
| authorships[10].institutions[0].type | facility |
| authorships[10].institutions[0].lineage | https://openalex.org/I4210160192, https://openalex.org/I4387153040 |
| authorships[10].institutions[0].country_code | ES |
| authorships[10].institutions[0].display_name | Consorci Institut D'Investigacions Biomediques August Pi I Sunyer |
| authorships[10].institutions[1].id | https://openalex.org/I4210095713 |
| authorships[10].institutions[1].ror | https://ror.org/00nyrjc53 |
| authorships[10].institutions[1].type | government |
| authorships[10].institutions[1].lineage | https://openalex.org/I157913058, https://openalex.org/I4210095713 |
| authorships[10].institutions[1].country_code | ES |
| authorships[10].institutions[1].display_name | Departament de Salut |
| authorships[10].institutions[2].id | https://openalex.org/I4210113915 |
| authorships[10].institutions[2].ror | https://ror.org/01xcgd076 |
| authorships[10].institutions[2].type | nonprofit |
| authorships[10].institutions[2].lineage | https://openalex.org/I4210113915 |
| authorships[10].institutions[2].country_code | ES |
| authorships[10].institutions[2].display_name | Institut Guttmann |
| authorships[10].institutions[3].id | https://openalex.org/I71999127 |
| authorships[10].institutions[3].ror | https://ror.org/021018s57 |
| authorships[10].institutions[3].type | education |
| authorships[10].institutions[3].lineage | https://openalex.org/I71999127 |
| authorships[10].institutions[3].country_code | ES |
| authorships[10].institutions[3].display_name | Universitat de Barcelona |
| authorships[10].author_position | last |
| authorships[10].raw_author_name | David Bartrés-Faz |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Departament de Medicina, Facultat de Medicina i Ciències de la Salut, i Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Barcelona, Spain |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.3389/fpsyg.2025.1510971 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Clustering on longitudinal lifestyle trajectories and their impact on cognitive performance |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10009 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9991999864578247 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2738 |
| primary_topic.subfield.display_name | Psychiatry and Mental health |
| primary_topic.display_name | Dementia and Cognitive Impairment Research |
| related_works | https://openalex.org/W4387497383, https://openalex.org/W3183948672, https://openalex.org/W3173606202, https://openalex.org/W3110381201, https://openalex.org/W2948807893, https://openalex.org/W2935909890, https://openalex.org/W2778153218, https://openalex.org/W2758277628, https://openalex.org/W1531601525, https://openalex.org/W4390192487 |
| cited_by_count | 0 |
| locations_count | 3 |
| best_oa_location.id | doi:10.3389/fpsyg.2025.1510971 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S9692511 |
| best_oa_location.source.issn | 1664-1078 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1664-1078 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Frontiers in Psychology |
| best_oa_location.source.host_organization | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_name | Frontiers Media |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_lineage_names | Frontiers Media |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Frontiers in Psychology |
| best_oa_location.landing_page_url | https://doi.org/10.3389/fpsyg.2025.1510971 |
| primary_location.id | doi:10.3389/fpsyg.2025.1510971 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S9692511 |
| primary_location.source.issn | 1664-1078 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1664-1078 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Frontiers in Psychology |
| primary_location.source.host_organization | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_name | Frontiers Media |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_lineage_names | Frontiers Media |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Frontiers in Psychology |
| primary_location.landing_page_url | https://doi.org/10.3389/fpsyg.2025.1510971 |
| publication_date | 2025-07-25 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W4324130166, https://openalex.org/W1902875872, https://openalex.org/W3139425869, https://openalex.org/W3137275497, https://openalex.org/W2085738367, https://openalex.org/W1741693372, https://openalex.org/W2335216196, https://openalex.org/W3020919332, https://openalex.org/W2059644333, https://openalex.org/W2045525571, https://openalex.org/W2610521829, https://openalex.org/W3120824927, https://openalex.org/W2911266355, https://openalex.org/W3201680702, https://openalex.org/W2129597363, https://openalex.org/W2896204498, https://openalex.org/W2893614503, https://openalex.org/W3005817281, https://openalex.org/W4308417743, https://openalex.org/W4224437604, https://openalex.org/W2154836394, https://openalex.org/W4391541919, https://openalex.org/W3199830340, https://openalex.org/W2885562630, https://openalex.org/W1847168837, https://openalex.org/W3193464367, https://openalex.org/W2122832422, https://openalex.org/W1951842251, https://openalex.org/W2021793765, https://openalex.org/W1983173908, https://openalex.org/W2000224750, https://openalex.org/W2068717875, https://openalex.org/W1986572039, https://openalex.org/W4318028328, https://openalex.org/W2103993711, https://openalex.org/W2072371192, https://openalex.org/W2127510239, https://openalex.org/W2895292592, https://openalex.org/W2041330307, https://openalex.org/W2913301193, https://openalex.org/W4281776978, https://openalex.org/W2612571915, https://openalex.org/W4289836198, https://openalex.org/W2805179967, https://openalex.org/W2921433293, https://openalex.org/W4285588270, https://openalex.org/W2904157516, https://openalex.org/W4401164724, https://openalex.org/W3046275966, https://openalex.org/W2021042387, https://openalex.org/W2050941073, https://openalex.org/W4221113885, https://openalex.org/W2109527205, https://openalex.org/W873525410, https://openalex.org/W4312094104, https://openalex.org/W2883444457, https://openalex.org/W6772221066, https://openalex.org/W2136239752, https://openalex.org/W4399523260, https://openalex.org/W2162030725, https://openalex.org/W4400160510, https://openalex.org/W4390610025, https://openalex.org/W4200219305, https://openalex.org/W2103860290, https://openalex.org/W4251404648, https://openalex.org/W4311902677, https://openalex.org/W2144907160, https://openalex.org/W2979863890, https://openalex.org/W2892013400, https://openalex.org/W1973041621, https://openalex.org/W2755327393, https://openalex.org/W2155397742, https://openalex.org/W6686335042, https://openalex.org/W2913554719, https://openalex.org/W3093731000, https://openalex.org/W3020640707, https://openalex.org/W2916360811, https://openalex.org/W2148080316, https://openalex.org/W2167311298, https://openalex.org/W2183174223, https://openalex.org/W4229625885, https://openalex.org/W2058161128, https://openalex.org/W2008854521, https://openalex.org/W4206165224, https://openalex.org/W4226064740 |
| referenced_works_count | 85 |
| abstract_inverted_index.a | 5, 176, 183, 238 |
| abstract_inverted_index.an | 78 |
| abstract_inverted_index.at | 260 |
| abstract_inverted_index.by | 149 |
| abstract_inverted_index.in | 63, 152, 223 |
| abstract_inverted_index.of | 19, 22, 179, 209, 232, 256 |
| abstract_inverted_index.on | 88, 187, 242 |
| abstract_inverted_index.to | 8, 27, 38, 100, 105, 118, 133, 175, 195, 266 |
| abstract_inverted_index.The | 128, 226 |
| abstract_inverted_index.age | 194 |
| abstract_inverted_index.and | 13, 56, 91, 124, 154, 162, 254, 264 |
| abstract_inverted_index.can | 213 |
| abstract_inverted_index.for | 251 |
| abstract_inverted_index.had | 182 |
| abstract_inverted_index.how | 20 |
| abstract_inverted_index.may | 236 |
| abstract_inverted_index.the | 17, 31, 40, 72, 101, 170, 190, 252 |
| abstract_inverted_index.was | 98, 111, 137 |
| abstract_inverted_index.Data | 68 |
| abstract_inverted_index.This | 35, 203 |
| abstract_inverted_index.aims | 37 |
| abstract_inverted_index.body | 57 |
| abstract_inverted_index.data | 104, 212 |
| abstract_inverted_index.from | 71 |
| abstract_inverted_index.have | 3 |
| abstract_inverted_index.mass | 58 |
| abstract_inverted_index.more | 239 |
| abstract_inverted_index.that | 131, 173, 206, 229 |
| abstract_inverted_index.then | 112 |
| abstract_inverted_index.use, | 55 |
| abstract_inverted_index.were | 69, 199 |
| abstract_inverted_index.with | 140, 220 |
| abstract_inverted_index.Brain | 74 |
| abstract_inverted_index.Kml3d | 96 |
| abstract_inverted_index.These | 246 |
| abstract_inverted_index.aimed | 259 |
| abstract_inverted_index.brain | 262 |
| abstract_inverted_index.exert | 237 |
| abstract_inverted_index.index | 59 |
| abstract_inverted_index.older | 196 |
| abstract_inverted_index.study | 36, 204 |
| abstract_inverted_index.these | 115 |
| abstract_inverted_index.Across | 189 |
| abstract_inverted_index.Health | 75 |
| abstract_inverted_index.across | 30, 114 |
| abstract_inverted_index.better | 141, 159 |
| abstract_inverted_index.cohort | 82 |
| abstract_inverted_index.health | 263 |
| abstract_inverted_index.higher | 150, 177 |
| abstract_inverted_index.impact | 186 |
| abstract_inverted_index.middle | 193 |
| abstract_inverted_index.number | 178 |
| abstract_inverted_index.relate | 26 |
| abstract_inverted_index.showed | 165 |
| abstract_inverted_index.sleep, | 49 |
| abstract_inverted_index.status | 222 |
| abstract_inverted_index.study. | 83 |
| abstract_inverted_index.(BBHI), | 77 |
| abstract_inverted_index.Methods | 67 |
| abstract_inverted_index.Results | 127 |
| abstract_inverted_index.adults. | 66, 225 |
| abstract_inverted_index.against | 10 |
| abstract_inverted_index.alcohol | 52 |
| abstract_inverted_index.applied | 99 |
| abstract_inverted_index.between | 42, 121 |
| abstract_inverted_index.decline | 12 |
| abstract_inverted_index.explore | 39 |
| abstract_inverted_index.factors | 2, 90, 235 |
| abstract_inverted_index.health, | 161 |
| abstract_inverted_index.health. | 245 |
| abstract_inverted_index.healthy | 64, 134, 180 |
| abstract_inverted_index.k-means | 207 |
| abstract_inverted_index.ongoing | 79 |
| abstract_inverted_index.provide | 248 |
| abstract_inverted_index.remains | 33 |
| abstract_inverted_index.results | 129, 227 |
| abstract_inverted_index.stable. | 201 |
| abstract_inverted_index.status. | 126, 168 |
| abstract_inverted_index.studied | 191 |
| abstract_inverted_index.suggest | 228 |
| abstract_inverted_index.tobacco | 54 |
| abstract_inverted_index.However, | 16 |
| abstract_inverted_index.adhering | 174 |
| abstract_inverted_index.analyzed | 113 |
| abstract_inverted_index.clusters | 117 |
| abstract_inverted_index.decline. | 268 |
| abstract_inverted_index.distinct | 107 |
| abstract_inverted_index.evaluate | 119 |
| abstract_inverted_index.findings | 171, 247 |
| abstract_inverted_index.identify | 106, 215 |
| abstract_inverted_index.insights | 250 |
| abstract_inverted_index.lifespan | 32 |
| abstract_inverted_index.limited. | 34 |
| abstract_inverted_index.obtained | 70 |
| abstract_inverted_index.patterns | 123, 136 |
| abstract_inverted_index.physical | 47, 155 |
| abstract_inverted_index.positive | 185 |
| abstract_inverted_index.profiles | 147, 218 |
| abstract_inverted_index.repeated | 86 |
| abstract_inverted_index.revealed | 130 |
| abstract_inverted_index.specific | 230 |
| abstract_inverted_index.stronger | 163 |
| abstract_inverted_index.strongly | 138 |
| abstract_inverted_index.superior | 166 |
| abstract_inverted_index.Barcelona | 73 |
| abstract_inverted_index.Cognitive | 109 |
| abstract_inverted_index.Lifestyle | 1 |
| abstract_inverted_index.Moreover, | 169 |
| abstract_inverted_index.activity, | 46 |
| abstract_inverted_index.adherence | 132 |
| abstract_inverted_index.behaviors | 25, 181 |
| abstract_inverted_index.cognitive | 11, 28, 45, 61, 125, 142, 153, 167, 221, 244, 267 |
| abstract_inverted_index.completed | 85 |
| abstract_inverted_index.diseases. | 15 |
| abstract_inverted_index.enhancing | 261 |
| abstract_inverted_index.exercise, | 48 |
| abstract_inverted_index.following | 146 |
| abstract_inverted_index.generally | 200 |
| abstract_inverted_index.healthier | 157 |
| abstract_inverted_index.in-person | 93 |
| abstract_inverted_index.influence | 241 |
| abstract_inverted_index.lifestyle | 24, 43, 89, 103, 116, 122, 135, 211, 217, 234, 257 |
| abstract_inverted_index.profiles. | 108 |
| abstract_inverted_index.promising | 249 |
| abstract_inverted_index.underwent | 92 |
| abstract_inverted_index.Discussion | 202 |
| abstract_inverted_index.Initiative | 76 |
| abstract_inverted_index.associated | 139, 219 |
| abstract_inverted_index.clustering | 97, 208 |
| abstract_inverted_index.cognition. | 188 |
| abstract_inverted_index.cumulative | 184 |
| abstract_inverted_index.engagement | 151 |
| abstract_inverted_index.highlights | 205 |
| abstract_inverted_index.meaningful | 216 |
| abstract_inverted_index.modifiable | 23, 233 |
| abstract_inverted_index.nutrition, | 51, 158 |
| abstract_inverted_index.pronounced | 240 |
| abstract_inverted_index.resilience | 9, 265 |
| abstract_inverted_index.(BMI)—and | 60 |
| abstract_inverted_index.activities, | 156 |
| abstract_inverted_index.age-related | 14 |
| abstract_inverted_index.development | 253 |
| abstract_inverted_index.individuals | 145 |
| abstract_inverted_index.maintaining | 243 |
| abstract_inverted_index.middle-aged | 65, 224 |
| abstract_inverted_index.performance | 62, 110 |
| abstract_inverted_index.prospective | 81 |
| abstract_inverted_index.significant | 6 |
| abstract_inverted_index.underscored | 172 |
| abstract_inverted_index.Introduction | 0 |
| abstract_inverted_index.Participants | 84 |
| abstract_inverted_index.assessments. | 95 |
| abstract_inverted_index.associations | 120 |
| abstract_inverted_index.combinations | 21, 231 |
| abstract_inverted_index.consumption, | 53 |
| abstract_inverted_index.contribution | 7 |
| abstract_inverted_index.demonstrated | 4 |
| abstract_inverted_index.longitudinal | 80, 102, 210 |
| abstract_inverted_index.performance. | 143 |
| abstract_inverted_index.relationship | 41 |
| abstract_inverted_index.self-reports | 87 |
| abstract_inverted_index.successfully | 214 |
| abstract_inverted_index.trajectories | 29, 198 |
| abstract_inverted_index.Specifically, | 144 |
| abstract_inverted_index.characterized | 148 |
| abstract_inverted_index.interventions | 258 |
| abstract_inverted_index.psychological | 160 |
| abstract_inverted_index.socialization | 164 |
| abstract_inverted_index.understanding | 18 |
| abstract_inverted_index.socialization, | 50 |
| abstract_inverted_index.personalization | 255 |
| abstract_inverted_index.period—spanning | 192 |
| abstract_inverted_index.neuropsychological | 94 |
| abstract_inverted_index.adulthood—cognitive | 197 |
| abstract_inverted_index.trajectories—including | 44 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5041694508 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 11 |
| corresponding_institution_ids | https://openalex.org/I4210095713, https://openalex.org/I4210113915, https://openalex.org/I4210137002, https://openalex.org/I71999127 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/3 |
| sustainable_development_goals[0].score | 0.6299999952316284 |
| sustainable_development_goals[0].display_name | Good health and well-being |
| citation_normalized_percentile.value | 0.3997902 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |