Publications by authors named "Mickey Todd Trockel"
Background: Electronic health record (EHR) usability and physician task load both contribute to physician professional burnout. The association between perceived EHR usability and workload has not previously been studied at a national level. Better understanding these interactions could give further information as to the drivers of extraneous task load.
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- Digital health interventions (DHIs) use text data from user-coach messages and user-generated content to improve treatment effectiveness for conditions like eating disorders.
- This study presents a technical framework leveraging natural language processing (NLP) to analyze text data from DHIs, aiding in predicting user engagement and treatment outcomes.
- In a case study involving 372 participants, the framework predicted binge eating behavior, providing promising results that indicate certain text features could be linked to better treatment outcomes.