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. 2022 Nov 16;24(11):e38206. doi: 10.2196/38206

Table 3.

Univariate regression of the theory coding scheme (TCS) items, TCS categories, and total score at endpoint (results of metaregression).

Theory coding scheme item (item number) Studies where item coded as present, n (%) Univariate

Β 95% CI P value
Theory or model of behavior mentioned (I1) 19 (100) N/Aa N/A N/A
Targeted construct mentioned as predictor of behavior (I2) 15 (89) 0.1505 (–0.5630, 0.8640) .68
Intervention based on single theory (I3) 2 (11) 0.4335 (–0.2318, 1.0989) .20
Theory or predictors used to select recipients for the intervention (I4) 1 (5) 0.4489 (–0.6274, 1.5252) .41
Theory or predictors used to select or develop intervention techniques (I5) 19 (100) N/A N/A N/A
Theory or predictors used to tailor intervention techniques to recipients (I6) 1 (5) 0.4489 (–0.6274, 1.5252) .41
All intervention techniques are explicitly linked to at least one theory-relevant construct or predictor (I7) 3 (16) 0.6459 (0.0530, 1.2387)

.03b
At least one, but not all, of the intervention techniques are explicitly linked to at least one theory-relevant construct or predictor (I8) 18 (95) 0.5413 (–0.3370, 1.4197) .23
Group of techniques are linked to a group of constructs or predictors (I9) 3 (16) 0.2127 (–0.3329, 0.7583) .45
All theory-relevant constructs or predictors are explicitly linked to at least one intervention technique (I10) 1 (5) 1.4679 (0.1052, 2.8306) .03b
At least one, but not all, of the theory-relevant constructs or predictors are explicitly linked to at least one intervention technique (I11) 17 (89) 0.5188 (–0.1237, 1.1613) .11
Theory-relevant constructs are measured: after intervention (I12a) 18 (95) 0.5413 (–0.3370, 1.4197) .23
Theory-relevant constructs are measured: after and before intervention (I12b) 10 (53) 0.0811 (–0.3403, 0.5025) .71
Changes in measured theory-relevant constructs or predictors (I13) 9 (47) 0.2884 (–0.1167, 0.6935) .16
Mediator predicts the dependent variable (I14a) 2 (11) 0.2495 (–0.4229, 0.9218) .47
Mediator predicts dependent variable, controlling for the independent variable (I14b) 2 (11) 0.2495 (–0.4229, 0.9218) .47
Intervention does not predict the dependent variable when controlling the independent variable (I14c) 0 (0) N/A N/A N/A
Mediated effect is statistically significant (I14d) 2 (11) 0.2495 (–0.4229, 0.9218) .47
Results discussed in relation to theory (I15) 8 (42) 0.0104 (–0.4144, 0.4352) .96
Appropriate support for theory (I16) 2 (11) 0.2495 (–0.4229, 0.9218) .47
Results used to refine theory: adding or removing constructs to the theory (I17a) 0 (0) N/A N/A N/A
Results used to refine theory: specifying that the interrelationships between the theoretical constructs should be changed (I17b) 0 (0) N/A N/A N/A

aN/A: not applicable.

bP<.05.