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Small-area estimation for public health surveillance using electronic health record data: reducing the impact of underrepresentation | BMC Public Health

Electronic Health Record (EHR) data are increasingly being used to monitor population health on account of their timeliness, granularity, and large sample sizes. While EHR data are often sufficient to estimate disease prevalence and trends for large geographic areas, the same accuracy and precision may not carry over for smaller areas that are sparsely represented by non-random samples. We developed small-area estimation models using a combination of EHR data drawn from MDPHnet, an EHR-based public health surveillance network in Massachusetts, the American Community Survey, and state hospitalization data. We estimated municipality-specific prevalence rates of asthma, diabetes, hypertension, obesity, and smoking in each of the 351 municipalities in Massachusetts in 2016. Models were compared against Behavioral Risk Factor Surveillance System (BRFSS) state and small area estimates for 2016. Integrating progressively more variables into prediction models generally reduced mean absolute er ....

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UCLA Fielding School-led Study Finds Three Factors That Raise the Odds for Alzheimer's | Jonathan and Karin Fielding School of Public Health

A new analysis led by researchers with the University of California has found the top threats to Americans today regarding dementia in old age are obesity, physical inactivity, and lack of a high school diploma. ....

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COVID vaccination: Insurance status could be barrier in vaccine rates

COVID vaccination: Insurance status could be barrier in vaccine rates
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United States , Monique Calello Staunton , Census Bureau , Health Access Data Assistance Center , University Of Minnesota , Kaiser Family Foundation , Affordable Health Care , Staunton News , Colin Planalp , State Health Access Data Assistance Center , Risk Factor Surveillance System Data , Kaiser Family , General Assembly , Lauren Young ,

Kiosk at White Mountain Library to Help Those in #PreventDiabetes Program

Kiosk at White Mountain Library to Help Those in #PreventDiabetes Program
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United States , Sweetwater County , Jason Grubb , Sweetwater County Library System , Rock Springs Chamber , Sweetwater County Library , Health Preventdiabetes , Centers For Disease Control , Department Of Health , White Mountain Library , Wyoming Department , Risk Factor Surveillance System Data , Disease Control , Kleppe Director , Sweetwater County Library Director Jason Grubb ,