Smokers' and drinkers' choice of smartphone applications and expectations of engagement: a think aloud and interview study.

Choice of a smoking cessation or alcohol reduction app may be influenced by its immediate look and feel, 'social proof' and titles that appear realistic. Design features that enhance motivation, autonomy, personal relevance and credibility may be important for engagement.