Structural interventions attempt to change the social physical economic or political environments that may shape or constrain health behaviors and outcomes altering the larger social context by which health disparities emerge and persist. Facebook language significantly improved upon the prediction accuracy of demographic variables for 18 of the 21 disease categories.
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Big data and predictive analytics jama. The electronic medical record emr is an enabling technology that allows physician practices to pursue more powerful quality improvement programs than is possible with paper based records. We studied whether medical conditions across 21 broad categories were predictable from social media content across approximately 20 million words written by 999 consenting patients. We evaluated an online database maintained by the us department of health and human services describing data breaches of unencrypted protected health information ie individually identifiable information reported by entities health plans and clinicians covered under the health insurance.
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