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. 2016 Dec 23;2:47. doi: 10.21037/mhealth.2016.12.03

Table 1. The studies selected for data analysis.

Study (country) Study design (technology) Population Aims Findings
Prestwich et al., 2009 (UK) Randomized controlled trials using surveys (text messages) University students (n=155) The relationship between implementation intentions on physical activity and text message reminders was investigated Implementation intentions combined with text message reminders significantly influenced physical activity
Prestwich et al., 2010 (UK) Randomized controlled trials using surveys (text messages) University students (n=149) The authors examined whether implementation intentions with text message reminders of students’ plans or goals can influence their physical activity levels The intervention group had a significant increase in physical activity levels compared to the control group
Lepp et al., 2013 (USA) Interviews, surveys, and objective measures of physical fitness (text messages, phone calls, and apps) College students (n=49) The researchers assessed the relationships between cell phone use, physical and sedentary activity, and objective measures of physical fitness among students There was an inverse relationship between cell phone use and physical fitness. Cell phone use can disrupt leisure time physical activity and increase sedentary behaviours
Gowin et al., 2015 (USA) Qualitative study utilizing semi-structured interviews (apps) College students (n=27) The authors investigated how students utilized health and fitness apps and the effects on their behaviours The two main findings included:
(I) students who used apps to support an established behaviour; and
(II) students who used apps to adopt a new behaviour
Middelweerd et al., 2015 (Netherlands) Qualitative study utilizing focus groups (apps) University students (n=30) The researchers explored students’ preferences for physical activity apps Five main themes were developed:
(I) app usage;
(II) technical aspects;
(III) physical activity assessment;
(IV) coaching aspects; and
(V) sharing through social media
Yan et al., 2015 (USA) Qualitative study utilizing focus groups (text messages) College students (n=33) The aim of the study was to develop physical activity promotion text messages in accordance with students’ preferences Students expressed a preference for tailored messages to support physical activity related goals