Table 3.
Predicting alcohol-use problemsa: unstandardized coefficients (b), standardized coefficients (β), and p values from AMOS multiple regression analysis using maximum likelihood estimation (N = 1,242)
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Religiosity | |||||
>Frequency attend church | |||||
b | −0.056 | −0.030 | −0.022 | −0.030 | −0.010 |
β | −.118 | −.064 | −.045 | −.063 | −.021 |
p | <.001 | .061 | .182 | .053 | .538 |
Demographics—SES | |||||
Gender (f = 1, m = 2) | |||||
b | 0.338 | 0.310 | 0.323 | 0.327 | |
β | .201 | .184 | .192 | .194 | |
p | <.001 | <.001 | <.001 | <.001 | |
Years of school | |||||
b | −0.032 | −0.031 | −0.020 | −0.022 | |
β | −.076 | −.073 | −.047 | −.053 | |
p | .039 | .046 | .176 | .129 | |
Unemployed | |||||
b | 0.289 | 0.268 | 0.216 | 0.218 | |
β | .165 | .153 | .123 | .124 | |
p | <.001 | <.001 | <.001 | <.001 | |
Social integration | |||||
>Frequency seeing mother | |||||
b | −0.060 | −0.039 | −0.032 | ||
β | −.076 | −.050 | −.041 | ||
p | .024 | .126 | .210 | ||
Doing less well with friends | |||||
b | 0.033 | 0.000 | −0.003 | ||
β | .053 | .001 | −.005 | ||
p | .113 | .987 | .887 | ||
>Moves in 5 years | |||||
b | 0.077 | 0.071 | 0.072 | ||
β | .072 | .066 | .068 | ||
p | .034 | .042 | .036 | ||
Mental health factors | |||||
Major depressive disorder | |||||
b | 0.716 | 1.026 | |||
β | .309 | .443 | |||
p | <.001 | <.001 | |||
Mother’s regular use of alcohol | |||||
b | 0.088 | 0.089 | |||
β | .068 | .068 | |||
p | .056 | .052 | |||
Interaction term | |||||
Depression × Frequency of Church Attendance | |||||
b | −0.119 | ||||
β | −.172 | ||||
p | .001 | ||||
CFIb | .995 | .990 | .990 | .986 | .987 |
RMSEAc | .042 | .036 | .029 | .032 | .034 |
BCCd | 46.03 | 96.86 | 155.45 | 216.56 | 254.42 |
χ2e | 15.88 | 36.43 | 46.39 | 64.84 | 78.29 |
dff | 5 | 14 | 23 | 29 | 32 |
p value for χ2 | .007 | .001 | .003 | <.001 | <.001 |
χ2/df | 3.18 | 2.60 | 2.02 | 2.24 | 2.45 |
Notes: AMOS = analysis of moment structures; SES = socioeconomic status; f = female; m = male; CFI = comparative fit index; RMSEA = root mean square error of approximation; BCC = Browne-Cudeck criterion.
Alcohol-use problems is a latent construct created from counts of dependence symptoms, impairment symptoms, health problems, and longer and higher quantity of use;
hypothesized model represents an adequate fit to the data if CFI > .95.
RMSEA values < .05 indicate good fit between the hypothesized model and the observed data;
BCC produces a rank order of models; smaller values represent better fit of the hypothesized model;
Chi-square (minimum value of the discrepancy) isatest of the fit of the hypothesized model and perfect fit;
no. of distinct sample moments: no. of distinct parameters to be estimated (>2 considered adequate fit).