Table 3.
Standardized direct and indirect effects for JD-R process in online mathematics.
| Online learning self-efficacy | End of year test achievement | |
|---|---|---|
| β | β | |
| JD-R factors | ||
| Online learning barriers (job demands) | −0.062* | −0.012 |
| Online learning support (job resources) | 0.562*** | −0.072 |
| Home/parent help (job resources) | 0.022 | −0.103*** |
| Adaptability (personal resources) | 0.202*** | 0.079* |
| Adaptability × Barriers (buffering) | −0.008 | −0.001 |
| Online learning self-efficacy | – | 0.118* |
| Background attributes | ||
| Age | −0.101 | −0.011 |
| Gender (M/FM) | 0.011 | 0.011 |
| Parent education | 0.053 | 0.079*** |
| Non-English speaking background | 0.018 | 0.063** |
| Math self-efficacy | 0.117** | 0.095** |
| Prior achievement | 0.039 | 0.463*** |
| Indirect effects | ||
| Online learning barriers → Online learning self-efficacy → End of year test achievement | −0.007 | |
| Online learning support → Online learning self-efficacy → End of year test achievement | 0.066* | |
| Home/parent support → Online learning self-efficacy → End of year test achievement | 0.003 | |
| Adaptability → Online learning self-efficacy → End of year test achievement | 0.024* | |
| Adaptability × Barriers → Online learning self-efficacy → End of year test achievement | −0.001 | |
| Total effects | ||
| Online learning barriers → Online learning self-efficacy → End of year test achievement | −0.020 | |
| Online learning support → Online learning self-efficacy → End of year test achievement | −0.006 | |
| Home/parent support → Online learning self-efficacy → End of year test achievement | −0.100*** | |
| Adaptability → Online learning self-efficacy → End of year test achievement | 0.103*** | |
| Adaptability × Barriers → Online learning self-efficacy → End of year test achievement | −0.002 | |
All JD-R factors are in relation to mathematics.
p < 0.05,
p < 0.01, and
p < 0.001.