{"doi":"10.1093/geronb/gbaf043","title":"Education, Occupational Environment, and Cognitive Function in Later Life","abstract":"<jats:title>Abstract</jats:title>\n               <jats:sec>\n                  <jats:title>Objectives</jats:title>\n                  <jats:p>Education is among the most robust predictors of cognitive health outcomes in later life. However, few studies have comprehensively evaluated whether and how much of this effect is explained by occupational exposures. This study aims to determine if and how much pre-retirement occupational exposures (occurring before age 60) mediate the association between education and cognitive function at age 65+.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Methods</jats:title>\n                  <jats:p>We use data drawn from the Health and Retirement Study (HRS) and Occupation Information Network (O*NET) data. Informed by previous research and theory, we conducted Confirmatory Factor Analyses of occupation-level exposure measures using a longitudinal HRS-O*NET linked data set we created, and we identified 2 latent factors: occupational hazards and occupational complexity. Among initially employed adults (age 51–60 at baseline), we used Structural Equation Modeling (SEM) to evaluate the association between education and cognitive function at age 65+, and the role of our 2 occupational factors in mediating this association.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Results</jats:title>\n                  <jats:p>The measurement and structural models both had good model fit (TLI, CFI ≥ 0.95, SRMR &amp;lt; 0.08). We found (a) that education remained a critical predictor of cognitive outcomes in later life even when accounting for occupational exposures, and (b) only hazardous exposures mediated the association between education and cognitive function in later life (a2b2=0.02, p = .01), explaining about 17% of the effect of education.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Discussion</jats:title>\n                  <jats:p>These findings suggest interventions designed to decrease exposure to hazardous occupational exposures could reduce some of the cognitive disadvantages in later life associated with lower levels of education.</jats:p>\n               </jats:sec>","journal":"The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences","year":2025,"id":644297,"datarank":0.3729163536389071,"base_score":2.302585092994046,"endowment":2.302585092994046,"self_citation_contribution":0.3453877639491069,"citation_network_contribution":0.02752858968980019,"self_endowment_contribution":0.3453877639491069,"citer_contribution":0.02752858968980019,"corpus_percentile":null,"corpus_rank":null,"citation_count":9,"citer_count":8,"citers_with_citation_signal":2,"citers_with_endowment":2,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":606818,"name":"Dawn Carr","orcid":"0000-0003-1091-1759","position":1,"is_corresponding":false},{"id":572631,"name":"Miles G. Taylor","orcid":"0000-0002-1836-2259","position":2,"is_corresponding":false},{"id":1073135,"name":"Qiuchang Cao","orcid":"0000-0003-0461-4731","position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Education, Occupational Environment, and Cognitive Function in Later Life","abstract":"<jats:title>Abstract</jats:title>\n               <jats:sec>\n                  <jats:title>Objectives</jats:title>\n                  <jats:p>Education is among the most robust predictors of cognitive health outcomes in later life. However, few studies have comprehensively evaluated whether and how much of this effect is explained by occupational exposures. This study aims to determine if and how much pre-retirement occupational exposures (occurring before age 60) mediate the association between education and cognitive function at age 65+.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Methods</jats:title>\n                  <jats:p>We use data drawn from the Health and Retirement Study (HRS) and Occupation Information Network (O*NET) data. Informed by previous research and theory, we conducted Confirmatory Factor Analyses of occupation-level exposure measures using a longitudinal HRS-O*NET linked data set we created, and we identified 2 latent factors: occupational hazards and occupational complexity. Among initially employed adults (age 51–60 at baseline), we used Structural Equation Modeling (SEM) to evaluate the association between education and cognitive function at age 65+, and the role of our 2 occupational factors in mediating this association.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Results</jats:title>\n                  <jats:p>The measurement and structural models both had good model fit (TLI, CFI ≥ 0.95, SRMR &amp;lt; 0.08). We found (a) that education remained a critical predictor of cognitive outcomes in later life even when accounting for occupational exposures, and (b) only hazardous exposures mediated the association between education and cognitive function in later life (a2b2=0.02, p = .01), explaining about 17% of the effect of education.</jats:p>\n               </jats:sec>\n               <jats:sec>\n                  <jats:title>Discussion</jats:title>\n                  <jats:p>These findings suggest interventions designed to decrease exposure to hazardous occupational exposures could reduce some of the cognitive disadvantages in later life associated with lower levels of education.</jats:p>\n               </jats:sec>","is_dataset_classified":null,"base_score":2.302585092994046,"endowment":2.302585092994046,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"40036885","pmcid":"PMC12150780","openalex_id":"https://openalex.org/W4408128525","authors":[],"funders":[{"funder_name":"National Institute on Aging","grant_id":"R24AG077433","title":null}],"total_grants":1,"fwci":26.8198,"citation_percentile":0.99581389,"influential_citations":0,"citation_trend":[{"year":2025,"count":6},{"year":2026,"count":3}],"oa_status":"green","license":"https://academic.oup.com/pages/standard-publication-reuse-rights","oa_locations":[{"url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12150780/","host_type":"repository"},{"url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12150780/","host_type":"repository"},{"url":"https://academic.oup.com/psychsocgerontology/advance-article-pdf/doi/10.1093/geronb/gbaf043/62208182/gbaf043.pdf","host_type":"publisher"},{"url":"https://academic.oup.com/psychsocgerontology/article-pdf/80/7/gbaf043/62208182/gbaf043.pdf","host_type":"publisher"},{"url":"https://doi.org/10.1093/geronb/gbaf043","host_type":"journal"},{"url":"https://pubmed.ncbi.nlm.nih.gov/40036885","host_type":"repository"}],"fields_of_study":["Retirement, Disability, and Employment","Health disparities and outcomes","Occupational Therapy Practice and Research"],"mesh_terms":["Aged","Cognition","Educational Status","Female","Humans","Longitudinal Studies","Male","Middle Aged","Occupations","United States","Occupational Exposure"],"keywords":["Cognition","Function (biology)","Psychology","Cognitive psychology","Developmental psychology","Neuroscience","Biology","Evolutionary biology","Occupational Hazards","Mediation Analysis","Occupational Complexity"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-09T00:51:15.246034Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}