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. 2019 Feb 22;11(1):e11474. doi: 10.2196/11474

Table 8.

Model or theory base in top 30 studies.

Study and references Model/theory base
Ahtinen 2013 [26] Prochaska Stages of Change, Social Cognitive Theory
Antypas 2014 [27] Prochaska Stages of Change, Health Behavior Theory, Social Cognitive Theory, Health Action Process Approach, Regulatory Focus Theory
Bengtsson 2014 [28,29] Common Sense Model
Buccieri 2015 [30] Critical Social Theory of Youth Empowerment
Clayman 2008 [31] a
Cordova 2015 [32] Empowerment Theory
Dabbs 2009 [33]
Das 2013 [34]
Davies 2015 [35,36] Paasche-Orlow & Wolf's Model (causal pathways)
Fennell 2016 [39,44] Prochaska Stages of Change, Health Belief Model, Social Cognitive Theory, Reasoned Action Model, Theory of Planned Behavior, Information-Motivation Behavioral Skills Model
Fonda 2010 [40,41]
Goldenberg 2015 [42,43]
Heckman 2015 [45] Integrative Model of Behavior Prediction
Kelders 2013 [46] Persuasive Technology Theory, Business modeling
Lubberding 2016 [37,38,47]
Meyer 2007 [48] Social Constructionist Philosophy
Miller 2015 [49] Behavioral Science Theory, Cognitive-Social Health Information Processing Model
Morrison 2015 [50] Normalization Process Theory
O’Brien 2016 [51] Health Action Process Approach
Peute 2015 [52]
Revenas 2015 [53-55]
Sandlund 2015 [56] Appreciative Inquiry
Schnall 2014 [57]
Skjoth 2015 [58] --
Stinson 2014 [59] Social Learning Theory, Behavioral Activation
Van Bruinessen 2014 [60,61]
Widman 2016 [62] Fuzzy-trace Theory, Reasoned Action Model
Winterling 2016 [63-66]
Ennis 2014 [67,69]
Fleisher 2014 [68] Cognitive-Social Health Information Processing Model, Ottawa Decision Support Framework

aNo model or theory base described.