Question: Table 1 below provides slopes, standard errors, and beta's for several variables used to predict levels of self-control (higher scores = lower self-control) for respondents
Table 1 below provides slopes, standard errors, and beta's for several variables used to predict levels of self-control (higher scores = lower self-control) for respondents living in "good" and "bad" neighborhoods.
Table 1.OLS Regression Predicting Low Self-Control Across Neighborhood Type
Good Neighborhoods
(n = 356)
Bad Neighborhoods
(n = 186)
Measure
B
SE
Beta
B
SE
Beta
Age (in Years)
-.215*
.094
-.117
.107
.160
.050
Sex (1 = Males)
.699**
.224
.160
.129
.361
.026
Race (1 = Whites)
.059
.261
.012
-.499
.382
-.101
Parental Supervision
(Higher = More Supervision)
-.277**
.023
-.063
-.026
.364
-.005
Parental Responsiveness
(Higher = More Responsive)
-.098**
.032
.161
.096
.058
.228
School Socialization
(Higher = More Socialization)
-.249**
.085
-.154
-.042
.112
-.027
Maternal Smoking
(1 = Smoked During Pregnancy)
.580*
.277
.109
1.02**
.388
.193
Constant
6.105
1.750
.460
2.620
R2
.313
.273
* p < .05; ** p < .01
1.Calculate the predicted self-control score for a person living in a good neighborhood who is 18 years old, male, who scores a 12 on parental supervision, a 15 on parental responsiveness, a 10 on school socialization, and whose mother smoked during pregnancy.Then, calculate the self-control score for a person living in a good neighborhood who is 21 years old, female, who scores an 8 on parental supervision, a 10 on parental responsiveness, a 6 on school socialization, and whose mother smoked during pregnancy.If having low self-control is a significant predictor of delinquency, which individual (#1 or #2) would be more at risk of engaging in delinquency?
2.What is the strongest independent variable for the model predicting self-control for respondents living in good neighborhoods?What is the strongest independent variable for the model predicting self-control for respondents living in bad neighborhoods?
3 In every situation above, the standard errors for the model predicting self-control for respondents in good neighborhoods are lower than the standard errors predicting self-control for respondents in bad neighborhoods.What might be one reason why this might occur?
4.A coefficient is significant when the t value associated with the coefficient exceeds the critical t value at the appropriate degrees of freedom.In table 1, calculate the t value for school socialization and maternal smoking variables (2 separate t values).
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