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. Author manuscript; available in PMC: 2024 Oct 1.
Published in final edited form as: J Consult Clin Psychol. 2023 Jul 6;91(10):574–595. doi: 10.1037/ccp0000827

Table 7.

Differential Effects of Multiple-Behavior Interventions Related to Gay/bisexual or MSM Representation and Being Young Adults Across Countries

Variable Disadvantaged group status
Gay/bisexual or MSM representation Youne adult
b (SE) df b (SE) df
(Cluster = 89, k = 415) (Cluster = 300, k = 1261)
Intercept −0.24 (0.25) 9.48 −0.16 (0.33) 30.86
Intervention type: MBI 0.63** (0.19) 8.73 0.25 (0.31) 41.74
Intervention type: PC 0.5 (0.35) 9.51 0.07 (0.34) 36.40
Disadvantaged group status −0.00 (0.00) 11.63 −0.01 (0.01) 31.47
Disadvantaged group status × Intervention type: MBI −0.01* (0.00) 16.77 −0.01 (0.01) 51.51
Disadvantaged group status × Intervention type: PC −0.01* (0.00) 13.44 −0.01 (0.01) 29.53
Covariates:
 Average age 0.00 (0.00) 29.11 - -
 Percentages of females −0.01* (0.00) 25.71 0.00 (0.00) 127.03
 Expert facilitator 0.05 (0.12) 40.71 0.15* (0.07) 161.79
 Medical recruitment setting 0.12 (0.15) 32.50 0.08 (0.06) 168.61
 Culturally appropriate 0.06 (0.09) 17.83 −0.06 (0.06) 105.75
Modified covariate for potential biases 1.13* (00.4) 22.11 0.25 (0.33) 29.78
I2 87.12 94.56

Note. Report of the robust variance estimation meta-regression using single-behavior intervention as the reference (i.e., intercept). b = unstandardized coefficient; SE = standard error; p = p value; k = the number of effect sizes; gay/bisexual or MSM representation = percentage of gay/bisexual or MSM in the sample; average age = average age of the sample; percentages of females = percentages of female participants; expert facilitator = the intervention program was facilitated by experts (e.g., clinical psychologists); medical recruitment setting = participant recruited from medical settings; culturally appropriate = the intervention was culturally appropriate; clinical delivery setting = the intervention was delivered in clinical settings; I2 = proportion of variance due to between-group heterogeneity.

p < .10,

*

p < .05,

**

p < .01,

***

p < .001