Table 9.
Determination of factors affecting the components based on multiple linear regression by backward method
Model | Dependent variable | Predictors | Standardized coefficients (β) | P | R2 (%) |
---|---|---|---|---|---|
1 | Educational needs | Course | 0.137 | 0.004 | 27.9 |
Field | −0.083 | 0.079 | |||
Welfare needs | 0.284 | <0.0001 | |||
Economic needs | 0.126 | 0.015 | |||
Psychological and social needs | 0.225 | <0.0001 | |||
2 | Welfare needs | Marital status | −0.132 | 0.005 | 28.1 |
Schools | −0.163 | 0.001 | |||
Economic needs | 0.181 | <0.0001 | |||
Psychological and social needs | 0.143 | 0.008 | |||
Educational needs | 0.251 | <0.0001 | |||
3 | Economic needs | Age | 0.093 | 0.064 | 20.6 |
Sex | 0.114 | 0.021 | |||
Psychological and social needs | 0.209 | <0.0001 | |||
Educational needs | 0.144 | 0.012 | |||
Welfare needs | 0.192 | 0.001 | |||
4 | Psychological and social needs | Schools | −0.133 | 0.007 | 24.9 |
Educational needs | 0.234 | <0.0001 | |||
Welfare needs | 0.158 | 0.004 | |||
Economic needs | 0.210 | <0.0001 |