{"id":24105,"date":"2015-01-01T00:00:00","date_gmt":"2018-12-03T20:46:01","guid":{"rendered":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/"},"modified":"2018-12-03T21:46:01","modified_gmt":"2018-12-03T20:46:01","slug":"distributed-lag-models-examining-associations-between-the","status":"publish","type":"resume","link":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/","title":{"rendered":"Distributed Lag Models: Examining Associations between the Built Environment and Health."},"content":{"rendered":"<p style=\"text-align:justify\">Built environment factors constrain individual level behaviors and choices, and thus are receiving increasing attention to assess their influence on health. Traditional regression methods have been widely used to examine associations between built environment measures and health outcomes, where a fixed, pre-specified spatial scale (e.g., 1 mile buffer) is used to construct environment measures. However, the spatial scale for these associations remains largely unknown and misspecifying it introduces bias. We propose the use of distributed lag models (DLMs) to describe the association between built environment features and health as a function of distance from the locations of interest and circumvent a-priori selection of a spatial scale. Based on simulation studies, we demonstrate that traditional regression models produce associations biased away from the null when there is spatial correlation among the built environment features. Inference based on DLMs is robust under a range of scenarios of the built environment. We use this innovative application of DLMs to examine the association between the availability of convenience stores near California public schools, which may affect children&#039;s dietary choices both through direct access to junk food and exposure to advertisement, and children&#039;s body mass index z-scores (BMIz).<\/p>\n","protected":false},"template":"","mots_cles":[],"class_list":["post-24105","resume","type-resume","status-publish","hentry"],"acf":{"adresse":"Department of Biostatistics, School of Public Health, University of Michigan, USA.\r\njongguri@umich.edu","annee":"2015","mois":"1","numero":"27:1","page":"116-24","auteurs":[{"ID":24102,"post_author":"0","post_date":"2018-12-03 21:45:58","post_date_gmt":"2018-12-03 20:45:58","post_content":"","post_title":"Jonggyu Baek","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"jonggyu-baek","to_ping":"","pinged":"","post_modified":"2018-12-03 21:45:58","post_modified_gmt":"2018-12-03 20:45:58","post_content_filtered":"","post_parent":0,"guid":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/auteur\/jonggyu-baek\/","menu_order":0,"post_type":"auteur_resume","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":24103,"post_author":"0","post_date":"2018-12-03 21:45:59","post_date_gmt":"2018-12-03 20:45:59","post_content":"","post_title":"Emma V Sanchez-vaznaugh","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"emma-v-sanchez-vaznaugh","to_ping":"","pinged":"","post_modified":"2018-12-03 21:45:59","post_modified_gmt":"2018-12-03 20:45:59","post_content_filtered":"","post_parent":0,"guid":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/auteur\/emma-v-sanchez-vaznaugh\/","menu_order":0,"post_type":"auteur_resume","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":11694,"post_author":"0","post_date":"2018-12-03 18:38:13","post_date_gmt":"2018-12-03 17:38:13","post_content":"","post_title":"Brisa N Sanchez","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"brisa-n-sanchez","to_ping":"","pinged":"","post_modified":"2018-12-03 18:38:13","post_modified_gmt":"2018-12-03 17:38:13","post_content_filtered":"","post_parent":0,"guid":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/auteur\/brisa-n-sanchez\/","menu_order":0,"post_type":"auteur_resume","post_mime_type":"","comment_count":"0","filter":"raw"}],"sources":[{"ID":24104,"post_author":"0","post_date":"2018-12-03 21:46:00","post_date_gmt":"2018-12-03 20:46:00","post_content":"","post_title":"EPIDEMIOLOGY","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"epidemiology","to_ping":"","pinged":"","post_modified":"2018-12-03 21:46:00","post_modified_gmt":"2018-12-03 20:46:00","post_content_filtered":"","post_parent":0,"guid":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/source\/epidemiology\/","menu_order":0,"post_type":"source","post_mime_type":"","comment_count":"0","filter":"raw"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.6 (Yoast SEO v23.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel<\/title>\n<meta name=\"description\" content=\"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel\" \/>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Distributed Lag Models: Examining Associations between the Built Environment and Health.\" \/>\n<meta property=\"og:description\" content=\"Distributed Lag Models: Examining Associations between the Built Environment and Health.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/\" \/>\n<meta property=\"og:site_name\" content=\"Aprifel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/\",\"url\":\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/\",\"name\":\"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel\",\"isPartOf\":{\"@id\":\"https:\/\/www.aprifel.com\/fr\/#website\"},\"datePublished\":\"2018-12-03T20:46:01+00:00\",\"dateModified\":\"2018-12-03T20:46:01+00:00\",\"description\":\"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel\",\"breadcrumb\":{\"@id\":\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/www.aprifel.com\/fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R\u00e9sum\u00e9s\",\"item\":\"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Distributed Lag Models: Examining Associations between the Built Environment and Health.\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.aprifel.com\/fr\/#website\",\"url\":\"https:\/\/www.aprifel.com\/fr\/\",\"name\":\"Aprifel\",\"description\":\"Agence pour la Recherche et l\u2019Information en Fruits et L\u00e9gumes\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.aprifel.com\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel","description":"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel","robots":{"index":"noindex","follow":"follow"},"og_locale":"fr_FR","og_type":"article","og_title":"Distributed Lag Models: Examining Associations between the Built Environment and Health.","og_description":"Distributed Lag Models: Examining Associations between the Built Environment and Health.","og_url":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/","og_site_name":"Aprifel","twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/","url":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/","name":"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel","isPartOf":{"@id":"https:\/\/www.aprifel.com\/fr\/#website"},"datePublished":"2018-12-03T20:46:01+00:00","dateModified":"2018-12-03T20:46:01+00:00","description":"Distributed Lag Models: Examining Associations between the Built Environment and Health. - Aprifel","breadcrumb":{"@id":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/distributed-lag-models-examining-associations-between-the\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.aprifel.com\/fr\/"},{"@type":"ListItem","position":2,"name":"R\u00e9sum\u00e9s","item":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/resume-scientifique\/"},{"@type":"ListItem","position":3,"name":"Distributed Lag Models: Examining Associations between the Built Environment and Health."}]},{"@type":"WebSite","@id":"https:\/\/www.aprifel.com\/fr\/#website","url":"https:\/\/www.aprifel.com\/fr\/","name":"Aprifel","description":"Agence pour la Recherche et l\u2019Information en Fruits et L\u00e9gumes","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.aprifel.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"}]}},"_links":{"self":[{"href":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/wp-json\/wp\/v2\/resume\/24105"}],"collection":[{"href":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/wp-json\/wp\/v2\/resume"}],"about":[{"href":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/wp-json\/wp\/v2\/types\/resume"}],"wp:attachment":[{"href":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/wp-json\/wp\/v2\/media?parent=24105"}],"wp:term":[{"taxonomy":"mots_cles","embeddable":true,"href":"https:\/\/aprifel-pp.mentalworks.biz\/fr\/wp-json\/wp\/v2\/mots_cles?post=24105"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}