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1.
J Am Med Inform Assoc ; 29(4): 686-693, 2022 03 15.
Article in English | MEDLINE | ID: mdl-34664656

ABSTRACT

The OneFlorida Data Trust is a centralized research patient data repository created and managed by the OneFlorida Clinical Research Consortium ("OneFlorida"). It comprises structured electronic health record (EHR), administrative claims, tumor registry, death, and other data on 17.2 million individuals who received healthcare in Florida between January 2012 and the present. Ten healthcare systems in Miami, Orlando, Tampa, Jacksonville, Tallahassee, Gainesville, and rural areas of Florida contribute EHR data, covering the major metropolitan regions in Florida. Deduplication of patients is accomplished via privacy-preserving entity resolution (precision 0.97-0.99, recall 0.75), thereby linking patients' EHR, claims, and death data. Another unique feature is the establishment of mother-baby relationships via Florida vital statistics data. Research usage has been significant, including major studies launched in the National Patient-Centered Clinical Research Network ("PCORnet"), where OneFlorida is 1 of 9 clinical research networks. The Data Trust's robust, centralized, statewide data are a valuable and relatively unique research resource.


Subject(s)
Electronic Health Records , Translational Research, Biomedical , Florida , Humans , Privacy
2.
Prev Chronic Dis ; 15: E27, 2018 03 01.
Article in English | MEDLINE | ID: mdl-29494332

ABSTRACT

INTRODUCTION: Hypertension is highly prevalent in Florida, but surveillance through the Behavioral Risk Factor Surveillance System (BRFSS) is limited to self-reported hypertension and does not capture data on undiagnosed hypertension or measure blood pressure. We aimed to characterize the hypertensive population in the OneFlorida Clinical Research Consortium by using electronic health records and provide proof-of-concept for using routinely collected clinical data to augment surveillance efforts. METHODS: We identified patients with hypertension, defined as having at least 1 outpatient visit from January 2012 through June 2016 with an ICD-9-CM or ICD-10-CM diagnosis code for hypertension, or in the absence of a diagnosis, an elevated blood pressure (systolic ≥140 mm Hg or diastolic ≥90 mm Hg) recorded in the electronic health record at the most recent visit. The hypertensive population was characterized and mapped by zip code of patient residence to county prevalence. RESULTS: Of 838,469 patients (27.9% prevalence) who met the criteria for hypertension, 68% had received a diagnosis and 61% had elevated blood pressure. The geographic distribution of hypertension differed between diagnosed hypertension (highest prevalence in northern Florida) and undiagnosed hypertension (highest prevalence along eastern coast, in southern Florida, and in some rural western Panhandle counties). Uncontrolled hypertension was concentrated in southern Florida and the western Panhandle. CONCLUSION: Our use of clinical data, representing usual care for Floridians, allows for identifying cases of uncontrolled hypertension and potentially undiagnosed cases, which are not captured by existing surveillance methods. Large-scale pragmatic research networks, like OneFlorida, may be increasingly important for tailoring future health care services, trials, and public health programs.


Subject(s)
Hypertension/epidemiology , Adolescent , Adult , Aged , Ambulatory Care/statistics & numerical data , Cross-Sectional Studies , Databases, Factual , Electronic Health Records/statistics & numerical data , Female , Florida/epidemiology , Humans , Hypertension/prevention & control , Male , Middle Aged , Population Surveillance , Prevalence , Retrospective Studies , Risk Factors , Young Adult
3.
ABNF J ; 25(3): 64-71, 2014.
Article in English | MEDLINE | ID: mdl-25181784

ABSTRACT

This study was conducted to evaluate an action plan intervention for self-management in overweight/obese adults in a minority population. Study variables were patient activation, health self-efficacy, and health-related practice. A mixed QUAN (qual) quasi-experimental single group pre-test post-test study was conducted. Action plan intervention was implemented and evaluated in a random sample of 19 African American adults. Results showed that post intervention scores increased in health-related practice and health self-efficacy that were positively correlated. Action plan achievement was predicted by the pre-intervention activation score. Findings suggest that the roles of patient activation and self-efficacy are essential for success in self-management.


Subject(s)
Attitude to Health/ethnology , Black or African American/psychology , Obesity/diet therapy , Obesity/psychology , Self Care/methods , Self Care/psychology , Adult , Female , Florida , Health Knowledge, Attitudes, Practice , Humans , Male , Medically Underserved Area , Middle Aged , Minority Groups , Obesity/ethnology , Patient Education as Topic , Pilot Projects , Program Evaluation , Self Efficacy , United States
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