Table 3.
Results of Pearson’s correlation coefficient and linear regression analysis based on “Overall readiness to e-learning implementation in education”
Predictors | Pearson correlation | P | β | SE | β coefficient |
---|---|---|---|---|---|
Constant | -1.242 | 0.449 | |||
Gender | -0.005 | 0.461 | 0.126 | 0.108 | 0.047 |
Position | 0.239 | 0.000*** | 0.184 | 0.077 | 0.095 |
E-learning experience | 0.156 | 0.001** | 0.073 | 0.114 | 0.025 |
Computer skills | 0.269 | 0.000*** | 0.009 | 0.095 | 0.004 |
Online skills in T&L uses | 0.171 | 0.000*** | 0.008 | 0.068 | 0.005 |
Motivational level in T&L uses | 0.239 | 0.000*** | 0.280 | 0.084 | 0.155 |
Online English literacy in T&L uses | 0.202 | 0.000*** | 0.025 | 0.122 | 0.009 |
Perceived importance of online technology to participants’ success | 0.263 | 0.000*** | 0.026 | 0.064 | 0.020 |
Perceived impact of e-learning on education | 0.627 | 0.000*** | 0.684 | 0.049 | 0.588 |
Technology accessibility | 0.191 | 0.000*** | -0.041 | 0.089 | -0.021 |
Social influence | 0.199 | 0.000*** | -0.048 | 0.063 | -0.035 |
Institutional support | 0.281 | 0.000*** | 0.121 | 0.062 | 0.094 |
Number of participants=400. Significant using Pearson’s correlation test at *P<0.05, **P<0.01, and ***P<0.001 level. Linear regression results: F (12, 387)=27.08, R2=0.456, P<0.0001. T&L: Teaching and learning, SE: Standard error