Table 4.
Moderator | Level of Moderator | Meta-Regression | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
| ||||||||||
Absent | Present | |||||||||
| ||||||||||
k | SMD | L | U | k | SMD | L | U | B | SE | |
Mentee Selection | ||||||||||
Individual Risk | 22 | 0.20 | 0.05 | 0.35 | 16 | 0.23 | 0.11 | 0.35 | 0.03 | 0.09 |
Environmental Risk | 28 | 0.20 | 0.09 | 0.31 | 8 | 0.23 | -0.06 | 0.51 | 0.03 | 0.12 |
Other Interventions | 23 | 0.20 | 0.06 | 0.34 | 23 | 0.31 | 0.13 | 0.49 | 0.07 | 0.10 |
Motivations of Mentors | ||||||||||
Civic Duty | 11 | 0.24 | 0.00 | 0.47 | 21 | 0.22 | 0.09 | 0.35 | 0.02 | 0.11 |
Professional Development | 20 | 0.16 | 0.05 | 0.27 | 16 | 0.42 | 0.16 | 0.68 | 0.21* | 0.11 |
Quality and Fidelity Checks | ||||||||||
Quality Check | 14 | 0.20 | 0.06 | 0.35 | 20 | 0.21 | 0.05 | 0.38 | -0.00 | 0.10 |
Fidelity Check | 27 | 0.20 | 0.09 | 0.30 | 6 | 0.29 | -0.15 | 0.73 | 0.05 | 0.14 |
Key Processes | ||||||||||
Modeling/Identification | 28 | 0.24 | 0.08 | 0.40 | 11 | 0.32 | 0.08 | 0.56 | 0.06 | 0.12 |
Emotional Support | 12 | 0.11 | 0.00 | 0.23 | 27 | 0.32 | 0.14 | 0.50 | 0.22* | 0.12 |
Teaching | 11 | 0.12 | -0.01 | 0.24 | 30 | 0.29 | 0.15 | 0.44 | 0.15 | 0.10 |
Advocacy | 32 | 0.13 | -0.05 | 0.31 | 10 | 0.39 | 0.06 | 0.72 | 0.17* | 0.09 |
Notes:
p <.05, one-tailed
Random effects models of standardized mean differences (SMD) are the sources of the significance tests for the SMDs within levels of each moderator. The meta-regression models are mixed effects models using full maximum likelihood estimation.
k = number of studies, SMD = standardized mean difference, L = lower limit of the 95% confidence interval for the SMD, U = upper limit of the 95% confidence interval for the SMD