ABSTRACT
CONTEXT: Although local childhood obesity prevalence estimates would be valuable for planning and evaluating obesity prevention efforts in communities, these data are often unavailable. OBJECTIVE: The primary objective was to create a multi-institutional system for sharing electronic health record (EHR) data to produce childhood obesity prevalence estimates at the census tract level. A secondary objective was to adjust obesity prevalence estimates to population demographic characteristics. DESIGN/SETTING/PARTICIPANTS: The study was set in Denver County, Colorado. Six regional health care organizations shared EHR-derived data from 2014 to 2016 with the state health department for children and adolescents 2 to 17 years of age. The most recent height and weight measured during routine care were used to calculate body mass index (BMI); obesity was defined as BMI of 95th percentile or more for age and sex. Census tract location was determined using residence address. Race/ethnicity was imputed when missing, and obesity prevalence estimates were adjusted by sex, age group, and race/ethnicity. MAIN OUTCOME MEASURE(S): Adjusted obesity prevalence estimates, overall, by demographic characteristics and by census tract. RESULTS: BMI measurements were available for 89 264 children and adolescents in Denver County, representing 73.9% of the population estimate from census data. Race/ethnicity was missing for 4.6%. The county-level adjusted childhood obesity prevalence estimate was 13.9% (95% confidence interval, 13.6-14.1). Adjusted obesity prevalence was higher among males, those 12 to 17 years of age, and those of Hispanic race/ethnicity. Adjusted obesity prevalence varied by census tract (range, 0.4%-24.7%). Twelve census tracts had an adjusted obesity prevalence of 20% or more, with several contiguous census tracts with higher childhood obesity occurring in western areas of the city. CONCLUSIONS: It was feasible to use a system of multi-institutional sharing of EHR data to produce local childhood obesity prevalence estimates. Such a system may provide useful information for communities when implementing obesity prevention programs.
Subject(s)
Data Mining/methods , Information Dissemination/methods , Pediatric Obesity/diagnosis , Adolescent , Body Mass Index , Child , Child, Preschool , Colorado/epidemiology , Electronic Health Records/statistics & numerical data , Female , Humans , Male , Pediatric Obesity/epidemiology , Prevalence , Risk FactorsABSTRACT
(1) Describe gestational diabetes mellitus (GDM) prevalence time trends in USborn (USWH) and Mexico-born (MWH), white Hispanic Colorado women and (2) Determine effect of maternal birthplace on GDM prevalence. Retrospective population-based study of 1995-2004 Colorado birth certificate data for live, singleton births to white, Hispanic mothers estimated prevalence, trends, and association of GDM and maternal birthplace. Univariate, bivariate and logistic regression analyses were conducted. GDM prevalence in 154,957 births increased in both USWH (1.77-2.53%, P < 0.0001) and MWH (2.38-3.08%, P < 0.0001). Over study years, MWH had higher crude odds (OR = 1.30; 95% CI = 1.22-1.38) for developing GDM than USWH. Adjustment for maternal age and maternal education reduced GDM risk by birth country (OR = 1.05; 95% CI = 0.98-1.13, P = ns). GDM prevalence increased in both US-born and Mexico-born, white, Hispanic Colorado women. Mexico-born immigrant women may have increased risk for GDM compared with their USborn counterparts. Lower education attainment may be determinant of disease risk.
Subject(s)
Diabetes, Gestational/epidemiology , Hispanic or Latino , Mothers , Adolescent , Adult , Child , Colorado/epidemiology , Emigrants and Immigrants , Female , Humans , Mexico/ethnology , Models, Statistical , Pregnancy , Retrospective Studies , Young AdultABSTRACT
During the 2003-2004 influenza season, we conducted a case-control study of influenza vaccine effectiveness (VE) among Colorado residents aged 50-64 years. Cases (n=330) were identified from laboratory-confirmed influenza reports to the Colorado Department of Public Health and Environment (CDPHE). Controls (n=1055) were recruited by random-digit dial telephone survey. VE was 60% (43-72%) and 48% (21-66%) among those without and with high-risk medical conditions, respectively. VE was 90% (68-97%) and 36% (0-63%) against influenza-related hospitalization for persons without and with high-risk conditions, respectively.
