{"type":"research","record":{"id":5677,"source_id":"pubmed","external_id":"42602695","title":"Exercise modality and subsequent musculoskeletal medical expenditures among middle-aged and older adults: A population-based longitudinal study.","authors":"Eunjeong Choi, Seoyeong Choi, Suk-Yong Jang","journal":"Journal of exercise science and fitness","published_on":"2026-07-31","doi":"10.1016/j.jesf.2026.200500","publication_type":"Journal Article","evidence_level":"research-record","source_url":"https://pubmed.ncbi.nlm.nih.gov/42602695/","is_open_access":null,"cited_by_count":null,"editorial_summary":"Research record published by Journal of exercise science and fitness, indexed because it matched monitored longevity research terms. Inclusion in this index does not establish that an intervention is effective or safe.","source_updated_at":"2026-09-16T06:17:24.954+00:00","first_seen_at":"2026-09-16T01:17:11.41237+00:00","last_seen_at":"2026-09-16T06:17:24.954+00:00","status":"published","metadata":{"pmid":"42602695","source":"NCBI PubMed E-utilities","mesh_terms":[]},"integrity_checked_at":"2026-09-16T06:17:16.341+00:00","abstract_text":"Musculoskeletal disorders (MSDs) contribute substantially to pain, disability, and health care spending in aging popula… Using Korea Health Panel data from 2019 to 2023, we examined the association between exercise modality assessed in a gi… Among adults aged 40-59 years, musculoskeletal medical expenditures did not clearly differ by exercise modality. Among… Among adults aged ≥60 years, non-exercisers had higher subsequent musculoskeletal medical expenditures than unsu…","controlled_terms":["Aged","Exercise","Health expenditures","Longitudinal studies","Musculoskeletal diseases","Supervision"],"relevance_confidence":100,"source_quality_score":95,"freshness_score":100,"publication_state":"published","match_explanation":"Title contains controlled term: exercise.","quality_checked_at":"2026-09-16T06:17:25.066664+00:00","duplicate_cluster_key":"id:10 1016 j jesf 2026 200500","duplicate_of_id":null,"research_item_topics":[{"topic_slug":"exercise","is_published":true,"match_reasons":["Title contains controlled term: exercise.","Abstract contains controlled term: exercise.","Source terminology contains: exercise.","Title supplies longevity context: older adult."],"matched_fields":["title","abstract","controlled terminology","title context"],"relevance_score":100,"intelligence_topics":{"name":"Exercise","slug":"exercise"}}],"content_sources":{"name":"PubMed","homepage_url":"https://pubmed.ncbi.nlm.nih.gov/"}},"canonical_url":"https://www.immortal.life/research/5677","automation_disclosure":"Generated automatically from cited source metadata. No scientist, clinician, researcher, editor, or human reviewer evaluates this publication before release."}