[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-426315-105":59,"doc-detail-426315-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","network-analysis-of-how-different-physical-activity-domains-relate-to-cognition-in-older-adults-abstract","Network Analysis of How Different Physical Activity Domains Relate to Cognition in Older Adults - Abstract","","Cognitive performance in older adults reflects a complex interaction of clinical and psychosocial factors. Prior work showed bivariate links between physical activity and cognitive decline, but domain-specific, simultaneous associations with mild cognitive impairment remain less clear. Using network analysis on 3,172 adults aged 60+ from NHANES 2011–2014, the study controls clinical, psychosocial, and demographic covariates. Occupational and leisure-time activity show significant negative relations with MCI, while transportation activity shows none. Depressive symptoms, social isolation, and polypharmacy correlate positively with MCI.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/network-analysis-of-how-different-physical-activity-domains-relate-to-cognition-in-older-adults-abstract/426315/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/network-analysis-of-how-different-physical-activity-domains-relate-to-cognition-in-older-adults-abstract/426315.png","ImageObject",300,407,{"name":92,"@type":93},"Grenda","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-23","2026-09-29",true,{"@type":102,"interactionType":103,"userInteractionCount":52},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What was the study aiming to determine about physical activity and cognition?","Question",{"text":112,"@type":113},"The study examined how distinct physical activity domains relate simultaneously to mild cognitive impairment in older adults, while accounting for clinical, psychosocial, and demographic confounders.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How was physical activity categorized in the analysis?",{"text":117,"@type":113},"Physical activity was assessed with the Global Physical Activity Questionnaire (GPAQ) and classified into occupational (OPA), transportation (TPA), and leisure-time physical activity (LTPA).",{"name":119,"@type":110,"acceptedAnswer":120},"Which physical activity domains were significantly associated with mild cognitive impairment?",{"text":121,"@type":113},"The network model found significant negative associations between OPA and MCI and between LTPA and MCI, while TPA had no meaningful association with MCI.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},426315,1790792785,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":52,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":14,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":24},7971474921005,"https://ap-avatar.wpscdn.com/davatar_29158cc5080c5b710cf443261637dec0","1188 Innovation in Aging, 2025, Vol. 9, No. S2  \nAbstract citation ID: igaf122.3979  \nNETWORK ANALYSIS OF HOW DIFFERENT PHYSICAL ACTIVITY DOMAINS RELATE TO COGNITION IN OLDER ADULTS  \nDaniel Leme, and Zhe He, Florida State University,  \nTallahassee, Florida, United States  \nCognitive performance in older adults is shaped by a complex interplay of clinical and psychosocial factors. While previous studies have demonstrated bivariate associations between physical activity (PA) and cognitive decline, less is known about how  \nInnovation in Aging, 2025, Vol. 9, No. S2 1189  \ndistinct PA domains are simultaneously associated with mild cognitive impairment (MCI), particularly when accounting for potential confounding variables. This study examined the simultaneous associations between specific PA domains and MCI, while controlling for a broad range of clinical, psychosocial, and demographic factors, using network analysis. Data from 3,172 adults aged 60 years and older who participated in the 2011–2014 National Health and Nutrition Examination Survey (NHANES) .  \nPA was assessed using the Global Physical Activity Questionnaire (GPAQ), which classifies activity into three domains: occupational PA (OPA), including household tasks and food gathering; transportation PA (TPA), such as walking and cycling; and leisure-time PA (LTPA), encompassing sports, exercise, and recreational activities. Among participants, 10.3% reported moderate to high levels of OPA, 3.7% engaged in TPA, and 4.4% in LTPA. The final network model revealed significant negative associations between both OPA (edge weight = –0.22) and LTPA (edge weight = –0.20) with MCI. No meaningful association was found between TPA and MCI. Additionally, depressive symptoms, social isolation, and polypharmacy were positively associated with MCI (edge weights ≤ 0.22) . Our findings indicate that the association between PA and MCI in older adults is domain-specific and emphasize the need for a multidimensional approach to healthy aging that integrates PA promotion with clinical and psychosocial strategies to support cognitive health.","cbCaiflMD1WthROY","https://ap.wps.com/l/cbCaiflMD1WthROY","pdf",2047718,"English","# Abstract\n## Background and Aim\n## Data Source and Participants\n## Measurement of Physical Activity Domains\n## Network Model Findings\n## Implications for Healthy Aging","[{\"question\":\"What was the study aiming to determine about physical activity and cognition?\",\"answer\":\"The study examined how distinct physical activity domains relate simultaneously to mild cognitive impairment in older adults, while accounting for clinical, psychosocial, and demographic confounders.\"},{\"question\":\"How was physical activity categorized in the analysis?\",\"answer\":\"Physical activity was assessed with the Global Physical Activity Questionnaire (GPAQ) and classified into occupational (OPA), transportation (TPA), and leisure-time physical activity (LTPA).\"},{\"question\":\"Which physical activity domains were significantly associated with mild cognitive impairment?\",\"answer\":\"The network model found significant negative associations between OPA and MCI and between LTPA and MCI, while TPA had no meaningful association with MCI.\"}]","Network Analysis of How Different Physical Activity Domains Relate to Cognition in Older Adults - Abstract | PDF",1790640180]