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Analyzing Unstructured Communication in a Computer-Mediated Environment for Adults With Type 2 Diabetes: A Research Protocol.

Allison A LewinskiRuth A AndersonAllison A VorderstrasseEdwin B FisherWei PanConstance M Johnson
Published in: JMIR research protocols (2017)
Interventions provided through virtual environments are a promising solution to increasing self-management practices. However, little is known of the depth, breadth, and quality of social support that is exchanged and how interaction supports self-management and relates to health outcomes. This study will provide knowledge that will help guide clinical practice and policy to enhance social support for chronic illness via the Internet.
Keyphrases
  • social support
  • depressive symptoms
  • healthcare
  • clinical practice
  • primary care
  • public health
  • randomized controlled trial
  • physical activity
  • deep learning
  • mental health
  • quality improvement
  • machine learning