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. 2021 Nov 8;9(11):e30622. doi: 10.2196/30622

Table 2.

Multiple regression results for weight change groups in each study perioda.

Engagement measuresb Time points
9-16 weeks 17-32 weeks 33-52 weeks
Estimate SE Adjc R2  Estimate SE Adj R2 Estimate SE Adj R2
Days with at least 1 meal logged

Moderate loss 0.20 0.01 N/Ad 0.25 0.01 N/A 0.24 0.02 N/A

High loss 0.25 0.01 0.05 0.34 0.01 0.08 0.37 0.02 0.12
Articles read

Moderate loss 0.52 0.03 N/A 0.89 0.05 N/A 0.63 0.07 N/A

High loss 0.68 0.04 0.05 1.20 0.05 0.06 1.01 0.07 0.05
Meals logged

Moderate loss 5.83 0.15 N/A 5.25 0.19 N/A 4.58 0.37 N/A

High loss 8.06 0.19 0.16 8.27 0.21 0.20 8.22 0.37 0.17
Coach messages

Moderate loss 0.06 0.01 N/A 0.07 0.01 N/A 0.08 0.01 N/A

High loss 0.09 0.01 0.01 0.10 0.01 0.01 0.12 0.01 0.03
Steps

Moderate loss 4014.04 483.60 N/A 4452.65 579.76 N/A 4535.31 1165.38 N/A

High loss 8806.42 601.71 0.05 9821.59 633.01 0.06 8963.01 1176.49 0.05
Weigh ins

Moderate loss 0.23 0.01 N/A 0.26 0.01 N/A 0.16 0.017 N/A

High loss 0.29 0.01 0.17 0.34 0.01 0.16 0.27 0.017 0.10
Exercises

Moderate loss 0.25 0.07 N/A 0.28 0.08 N/A 0.17 0.16 N/A

High loss 0.51 0.09 0.01 0.77 0.09 0.01 0.87 0.16 0.02

aThe stable group was used as the reference group.

bResults are the summary of 7 individual multiple linear regressions. Each engagement measure was a dependent variable of its own regression where weight change groups, gender, age and baseline BMI were independent variables.

cAdj: adjusted.

dN/A: not applicable.