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. 2021 Nov 17;11(3):93–106. doi: 10.1007/s13679-021-00461-x

Table 2.

Impact of smartphone applications on physical activity level and body weight

Paper Details Intervention Study groups Findings Conclusion

CITY Trial

Svetkey et al[68]

N = 365, 69.6%, female

BMI: ~ 35.2

Age: ~ 29.4 y

24 months

Smartphone app ± personal coaching based on BCT

3 groups

Control: weight loss hand-outs

Smartphone: smartphone app BCT + self-monitoring

Personal coaching: group BCT sessions + smartphone self-monitoring

Control: 12 m − 2.25 kg, 24 m − 1.44 kg

Smartphone: 12 m − 1.48 kg, 24 m − 0.99 kg

Personal coaching: 12 m − 3.58 kg* 24 m − 2.45 kg

(*p < 0.05 vs smartphone)

Smartphone app with BCT and self-monitoring of diet and PA did not significantly reduce weight. Note does not report PA level
ENGAGED, Spring et al[65]

N = 96, 84.4% Female

BMI: ~ 34.6

Age: ~ 39.3 y

6 months with a 12-month follow-up

Smartphone app with SNS features + accelerometry

3 groups

Self-guided: paper monitoring diet/PA/weight

Standard: paper monitoring + group BCT sessions

Technology: smartphone app + group BCT sessions

Self-guided: 6 m − 2.7 kg, 12 m − 2.7 kg

Standard: 6 m − 6.6 kg, 12 m − 5.6 kg

Technology: 6 m − 4.7 kg, 12 m − 3.1 kg

Standard + technology: 6 m − 5.7 kg*, 12 m − 4.4 kg

(*p < 0.05 vs self-guided)

A technology intervention did not lead to significantly greater weight loss than self-guided intervention. Note that PA level was not reported on and that both PA + DM were used
Goldstein et al[112]

N = 276, 83%, female

BMI: ~ 35.2

Age: ~ 55.1 y

Post-hoc analysis of RCT

Self-monitor diet, weight, PA via paper/smart-phone app

DM + PA

3 groups

Control = self-monitoring/feedback via paper diary

Group = paper diary self-monitoring + group BWL

Smart = smartphone self-monitoring and feedback

Group:

β = 0.03* for PA predicting % weight loss, β = 0.21* for diet monitoring predicting % weight loss

Smart:

β = 0.02* for PA predicting % weight loss, β = 0.07 for diet monitoring predicting % weight loss

(*p < 0.05)

Smartphone PA monitoring predicted weight loss to similar degrees as paper diary monitoring
Ryu et al[107•]

N = 80, 23.5%, female

BMI: ~ 27.5

Age: ~ 38.7 y

4 weeks

Electronic health record tethered smartphone app monitoring diet + PA

2 groups

Control

Smartphone: tethered to electronic health record

Control: − 0.1 BMI

Smartphone: − 0.5* BMI

(*p < 0.05 vs baseline)

4 weeks of smartphone app linked to personal health record correlated with higher body weight loss. Note PA level not reported

Original table created by authors

BMI body mass index, y years, N number, PA physical activity, MVPA moderately vigorous physical activity, p p-value, SBWL standard behavioural weight loss