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. 2021 Jun 21;23(6):e25470. doi: 10.2196/25470

Table 6.

Summary of principal component analysis for children’s usage data for the Online Remote Behavioral Intervention for Tics intervention (n=111).

Item Factor loadings

Factor 1: engagement Factor 2: sporadic use
Number of log-ins 0.90 a
Chapters completed 0.79
Total therapist time per child 0.76
Total number of characters submitted 0.74
Number of days between log-ins −0.63 0.54
Number of pages visited per log-in −0.41 0.80
Telephone time with the therapist −0.44 −0.46
Eigenvalue 3.3 1.5
Percentage of variance 47 21

aItem not loaded onto factor.