Skip to main content
. Author manuscript; available in PMC: 2023 Jul 1.
Published in final edited form as: Dev Psychol. 2022 Mar 31;58(7):1386–1401. doi: 10.1037/dev0001359

Table 4.

Mediating Effects of Attribute Variability and Network Size: Results from Three-Level Random Effects Meta-Analyses of Correlations1 Between Friends

Original Relationship Between Grade & Similarity Reduction in Relationship Due to Controlling for Potential Mediators
Attribute Total Attribute Variability Only Size of Network Only Shared
Demographic b˜ Amount Decr. b˜ Percent Decr. b˜ Amount Decr. b˜ Percent Decr. b˜ Amount Decr. b˜ Percent Decr. b˜ Amount Decr. b˜ Percent Decr. b˜
Gender 0.028 0.000 −1.1% 0.000 −0.1% 0.000 −0.9% 0.000 −0.2%
Race 0.015 0.005 35.1% 0.002 14.6% 0.002 13.1% 0.001 7.5%
Family Structure 0.008 0.003 43.7% 0.000 5.3% 0.002 28.4% 0.001 10.0%
Orientations to Institutions
Family Relations 0.008 0.003 36.4% 0.003 33.0% 0.000 0.3% 0.000 3.0%
School Grades 0.025 0.009 35.8% 0.005 18.5% 0.004 15.5% 0.000 1.9%
School Bonds 0.011 0.005 39.6% 0.003 29.0% 0.001 9.5% 0.000 1.1%
Religious Participation 0.012 0.002 13.1% −0.001 −11.0% 0.003 25.9% 0.000 −1.8%
Problem Behaviors
Delinquency 0.012 0.003 22.6% 0.001 11.7% −0.001 −4.8% 0.002 15.7%
Drinking 0.032 0.023 73.1% 0.023 71.3% 0.000 0.8% 0.000 1.1%
Cigarettes2 0.025 0.013 50.6% 0.007 28.4% 0.000 0.1% 0.006 22.0%
Marijuana2 0.028 0.017 58.8% 0.010 35.2% 0.000 0.3% 0.007 23.3%
1

Moran’s I adjusted for bias dependent on sample size, −1 / (N – 1).

2

Waves 3–7

b˜ = Osgood et al. (1996) index of strength of relationship for curvilinear relationships, in a metric comparable to an unstandardized regression coefficient.