Published on in Vol 18, No 8 (2016): August

Seeing the “Big” Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data

Seeing the “Big” Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data

Seeing the “Big” Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data

Jordan Carpenter 1, PhD;  Patrick Crutchley 1, 2, BSE;  Ran D Zilca 3, MSc;  H Andrew Schwartz 2, 4, PhD;  Laura K Smith 1, BA;  Angela M Cobb 5, BA;  Acacia C Parks 3, 5, PhD

1 Positive Psychology Center , University of Pennsylvania, Philadelphia, PA, US

2 Penn Medicine Social Media and Health Innovation Lab, Penn Medicine Center for Health Care Innovation, University of Pennsylvania, Philadelphia, PA, US

3 Happify , New York, NY, US

4 Computer Science , Stony Brook University, Stony Brook, NY, US

5 Department of Psychology , Hiram College, Hiram, OH, US

Corresponding Author: