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. Author manuscript; available in PMC: 2016 Nov 1.
Published in final edited form as: Behav Modif. 2015 Jul 17;39(6):785–804. doi: 10.1177/0145445515595198

Table 2.

Meta-Analysis of Clinical Outcome

k N d 95% CI Q
Total 25 8843 0.34*** 0.20 to 0.48 125.15***
Age of Sample 0.20
 Adults 21 8090 0.33*** 0.16 to 0.50
 Children & Adolescents 4 753 0.43* 0.03 to 0.83
Participant Diagnosis 4.86
 Addiction 7 6993 0.50*** 0.26 to 0.73
 Medical 11 1195 0.16 −0.06 to 0.37
 Psychological 7 655 0.44** 0.14 to 0.73
Study Design 1.40
 Treatment with Mobile vs. Treatment 10 1499 0.27* 0.04 to 0.50
 Mobile vs. Treatment 4 284 0.55** 0.14 to 0.96
 Mobile vs. No Treatment 11 7060 0.35** 0.13 to 0.57
Randomization 1.40
 Randomized 24 8694 0.36*** 0.21 to 0.51
 Not Randomized 1 149 - -
Form of Mobile Intervention 3.88
 Smartphone App 7 943 0.57*** 0.28 to 0.85
 Text Messaging/Short Message Service 12 7211 0.31** 0.11 to 0.53
 Personal Digital Assistant 6 689 0.16 −0.13 to 0.45
*

p < .05;

**

p <.01;

***

p < .001