{"page":"\u003clink rel=\"stylesheet\" href=\"https://lessonplanet.com/assets/packs/css/resources-572d6a42.css\" /\u003e\n\u003clink rel=\"stylesheet\" href=\"https://lessonplanet.com/assets/packs/css/lp_boclips_stylesheets-f4d0de30.css\" media=\"all\" /\u003e\n\u003cdiv data-title='Data-driven optimization to improve mobile healthcare in disadvantaged communities - Science Nation' data-url='/boclips/videos/5f354d5d3241087e7a18c214' data-video-url='/boclips/videos/5f354d5d3241087e7a18c214' id='bo_player_modal'\u003e\n\u003cdiv class='boclips-resource-page modal-dialog panel-container'\u003e\n\u003cdiv class='react-notifications-root'\u003e\u003c/div\u003e\n\u003cdiv class='rp-header'\u003e\n\u003cdiv class='rp-type'\u003e\n\u003ci aria-hidden='true' class='fai fa-regular fa-circle-play'\u003e\u003c/i\u003e\nVideo\n\u003c/div\u003e\n\u003ch1 class='rp-title' id='video-title'\u003e\nData-driven optimization to improve mobile healthcare in disadvantaged communities - Science Nation\n\u003c/h1\u003e\n\u003cdiv class='rp-actions'\u003e\n\u003cdiv class='mr-1'\u003e\n\u003ca class=\"btn btn-success\" data-posthog-event=\"Signup: LP Signup Activity\" data-posthog-location=\"body_link_boclips\" data-remote=\"true\" href=\"/subscription/new\"\u003e\u003cspan\u003e\u003cspan\u003eGet Free Access\u003c/span\u003e\u003cspan class=\"\"\u003e for 10 Days\u003c/span\u003e\u003cspan\u003e!\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\n\u003c/div\u003e\n\u003c/div\u003e\n\u003c/div\u003e\n\u003cdiv class='rp-body'\u003e\n\u003cdiv class='rp-info'\u003e\n\u003cdiv aria-label='Hide resource details' class='rp-hide-info' role='button' tabindex='0'\u003e\u0026times;\u003c/div\u003e\n\u003ci aria-label='Expand resource details' class='rp-expand-info fai fa-solid fa-up-right-and-down-left-from-center' role='button' tabindex='0'\u003e\u003c/i\u003e\n\u003ci aria-label='Compress resource details' class='rp-compress-info fai fa-solid fa-down-left-and-up-right-to-center' role='button' tabindex='0'\u003e\u003c/i\u003e\n\u003cdiv class='rp-rating'\u003e\n\u003cspan class='resource-pool'\u003e\n\u003cspan class='pool-label'\u003ePublisher:\u003c/span\u003e\n\u003cspan class='pool-name'\u003e\n\u003cspan class='text'\u003e\u003ca data-publisher-id=\"409616\" href=\"/search?publisher_ids%5B%5D=409616\"\u003eScience360\u003c/a\u003e\u003c/span\u003e\n\u003c/span\u003e\n\u003c/span\u003e\n\u003c/div\u003e\n\u003cdiv class='rp-description'\u003e\n\u003cspan class='short-description'\u003eAdvancing spatial science and predictive analytics to help mobile clinics reach those who need them mostDescription: The overall goal of this National Science Foundation (NSF)-supported project is to optimize and implement a data-based...\u003c/span\u003e\n\u003cspan class='full-description hide'\u003eAdvancing spatial science and predictive analytics to help mobile clinics reach those who need them most\u003cbr/\u003e\u003cbr/\u003eDescription: The overall goal of this National Science Foundation (NSF)-supported project is to optimize and implement a data-based program to improve the efficiency and effectiveness of mobile health clinics. Led by health economist Rigoberto Delgado, of the University of Texas Health Science Center at Houston, a team of researchers wants to help Texas Children's Hospital and other providers target their limited resources where they can do the most good.\u003cbr/\u003e\u003cbr/\u003eThe team is mining public domain data in new ways, using geospatial mapping science and predictive analytics to forecast areas of highest risk for outbreaks. The researchers want to figure out not only where to send the mobile health clinics, but ultimately, how to prevent illness outbreaks in the first place and reduce the number of emergency room visits.\u003cbr/\u003e\u003cbr/\u003eDelgado's colleague on the project, optimization expert Jiming Peng, of the University of Houston, is assisting with the modeling, algorithm design and analysis. \"We're designing a way to predict the future demand for mobile clinic services in various communities, based on new modeling that uses many data sets from different sources,\" explains Peng. \"And, a challenging issue is that all the optimization models developed in the project have binary variables with uncertain parameters and constraints due to the numerical errors in the process of data analysis, and the dynamic nature of the target population.\"\u003cbr/\u003e\u003cbr/\u003eBut, the researchers have already identified communities with high demand for some specific mobile clinic services in Houston and made recommendations to their hospital partners. Ultimately, they hope to reduce healthcare costs and disparities by identifying policies and strategies to encourage comprehensive and collaborative programs of mobile health units in Texas and across the United States.\u003cbr/\u003e\u003cbr/\u003eThe research in this episode was supported by NSF award #1637347, Increasing Healthcare Access to At-risk Populations: Research-based Policies for Mobile Health Clinics.\u003cbr/\u003e\u003cbr/\u003eNSF Grant \u003ca href='https://www.nsf.gov/awardsearch/showAward?AWD_ID=1637347\u0026HistoricalAwards=false' target='_blank' rel='nofollow'\u003eURL\u003c/a\u003e\u003cbr/\u003e\u003cbr/\u003eMiles O'Brien, Science Nation Correspondent \u003cbr/\u003eKate Tobin, Science Nation Producer\u003c/span\u003e\n\u003c/div\u003e\n\u003cdiv class='action-container flex justify-between'\u003e\n\u003cbutton aria-expanded='false' aria-label='Read more description' class='rp-full-description' type='button'\u003e\n\u003ci class='fai fa-solid 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