{"id":207,"date":"2026-09-24T11:40:20","date_gmt":"2026-09-24T18:40:20","guid":{"rendered":"https:\/\/labs.wsu.edu\/chords\/?page_id=207"},"modified":"2026-10-14T08:25:38","modified_gmt":"2026-10-14T15:25:38","slug":"wa-layered-health-map","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/chords\/wa-layered-health-map\/","title":{"rendered":"WA Layered Health Map"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">About the Project<\/h2>\n\n\n\n<p>The Washington Layered Health Map is an interactive <a href=\"https:\/\/labs.wsu.edu\/chords\/\" target=\"_blank\" rel=\"noreferrer noopener\">CHORDS Lab<\/a> project designed to support exploration of geographic patterns in health outcomes, health behaviors, and access to care across Washington State.<\/p>\n\n\n\n<p>The current application primarily uses <a rel=\"noreferrer noopener\" href=\"https:\/\/www.cdc.gov\/places\/index.html\" target=\"_blank\">CDC PLACES<\/a> modeled estimates and supports exploration at both census tract and county geographies (<a href=\"https:\/\/chordslab.shinyapps.io\/wa_layered_health_map\/\" data-type=\"URL\" data-id=\"https:\/\/chordslab.shinyapps.io\/wa_layered_health_map\/\">Launch Map)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class='embed-youtube' style='text-align:center; display: block;'><iframe class='youtube-player' type='text\/html' width='640' height='390' src='https:\/\/www.youtube.com\/embed\/VfFl5SrZk2Y?version=3&#038;rel=1&#038;fs=1&#038;autohide=2&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;wmode=transparent' frameborder='0' allowfullscreen='true'><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><em>How do I cite this resource?<\/em><\/strong><\/h3>\n\n\n\n<p>Beese S., Cross J., Graves C., Al-Waleed K.M.A., Kimball A., Maxwell Y. D. (2026). Washington State (WA)- Layered Health Map [Interactive Map]. ShinyApp. Retrieved from&nbsp;<a href=\"https:\/\/chordslab.shinyapps.io\/wa_layered_health_map\/\"><\/a><a rel=\"noreferrer noopener\" href=\"https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fchordslab.shinyapps.io%2Fwa_layered_health_map%2F&amp;data=05%7C02%7Cshawna.beese%40wsu.edu%7Cca6e8dfd99084809105108df00077eff%7Cb52be471f7f147b4a8790c799bb53db5%7C0%7C0%7C639229704328169281%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=UkVeFMu%2B1wq3WEckfDxUR56V0LNJ7MZ04kXO%2Bewu4Y8%3D&amp;reserved=0\" target=\"_blank\">https:\/\/chordslab.shinyapps.io\/wa_layered_health_map\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Project Team &amp; Acknowledgements<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">CHORDS Lab<\/h3>\n\n\n\n<ul>\n<li><strong>Principal investigator \/ project lead: <\/strong>Shawna Beese, PhD, RN<\/li>\n\n\n\n<li><strong>Project lead \/ application development: <\/strong>Jason Cross, B.S. Data Analytics<\/li>\n\n\n\n<li><strong>Data analysis and application development: <\/strong>Caleb Graves, Al-Waleed Khalid Mohammed Al-Adawi, Audrey Kimball, Maxwell Yenney<\/li>\n\n\n\n<li><strong>Additional collaborators: <\/strong>Kristen Barta, Ph.D.; Trey DeJong, Ph.D.<\/li>\n<\/ul>\n\n\n\n<p>Project development was generously funded by a WSU Extension Youth and Families project grant. This project also served, in part, as a senior capstone project for the WSU Data Analytics program.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>About the Project The Washington Layered Health Map is an interactive CHORDS Lab project designed to support exploration of geographic patterns in health outcomes, health behaviors, and access to care across Washington State. The current application primarily uses CDC PLACES modeled estimates and supports exploration at both census tract and county geographies (Launch Map) How [&hellip;]<\/p>\n","protected":false},"author":33563,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_wsuwp_accessibility_report":null},"categories":[],"tags":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/pages\/207"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/users\/33563"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/comments?post=207"}],"version-history":[{"count":11,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/pages\/207\/revisions"}],"predecessor-version":[{"id":239,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/pages\/207\/revisions\/239"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/media?parent=207"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/categories?post=207"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/tags?post=207"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/wsuwp_university_location?post=207"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/chords\/wp-json\/wp\/v2\/wsuwp_university_org?post=207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}