. Author manuscript; available in PMC: 2019 Jul 29.

Published in final edited form as: J Biomed Inform. 2019 Apr 23;94:103187. doi: 10.1016/j.jbi.2019.103187

Table 10.

Sample and Cluster Characteristics with Design Recommendations

	Qualitative Feedback	Recommendations
All	• Found the apps helpful, but also encountered usability issues • Apologetic sentiment for being busy	• Address usability issues
Low Usage	• Comparatively less qualitative feedback, but they still engaged with intervention mechanisms	• Develop ways for individuals to work in short activities • Find ways to help coaches support these individuals • Recommend Daily Feats and Day to Day earlier on
High Usage	• Enthusiastic about the intervention	• Improve the quality of the recommendations • Investigate effective intervention components
Daily Feats	• Focused on skill-building	• Apps that provide structure and instill a sense of accomplishment work well
Day to Day	• Felt that the apps were helping them to think positively • Appreciative of the support and encouragement from coaches	• Recommend apps that emphasize thinking about problems in new ways