Mediation study
| Coefficient | t statistics | p values | Bootstrap 90% confidence interval Percentile | VAF | |||
|---|---|---|---|---|---|---|---|
| Total effect of ESI on SP | 0.661 | sig*** | 10.992 | 0.000 | 0.562 | 0.761 | |
| Direct effects | |||||||
| H1(+): c' | 0.339 | sig*** | 4.090 | 4.090 | 0.000 | 0.205 | 51.29% |
| a1 | 0.580 | sig*** | 8.735 | 8.735 | 0.000 | 0.465 | |
| a2 | 0.448 | sig*** | 6.414 | 6.414 | 0.000 | 0.328 | |
| a3 | 0.448 | sig*** | 6.862 | 6.862 | 0.000 | 0.342 | |
| b1 | 0.205 | sig* | 2.195 | 2.195 | 0.014 | 0.055 | |
| b2 | 0.287 | sig** | 2.400 | 2.400 | 0.008 | 0.083 | |
| Indirect effects | Point estimate | ||||||
| H2 (+): a1 x b1 | 0.119 | sig* | 2.096 | 0.018 | 0.032 | 0.218 | 18.00% |
| H3 (+): a2 x b2 | 0.129 | sig* | 2.250 | 0.012 | 0.035 | 0.224 | 19.52% |
| H4 (+): a1 x a3 x b2 | 0.075 | sig* | 2.080 | 0.019 | 0.020 | 0.136 | 11.35% |
| Total indirect effect | 0.322 | sig*** | 4.319 | 0.000 | 0.200 | 0.444 | 48.71% |
| Coefficient | Bootstrap 90% confidence interval Percentile | VAF | |||||
|---|---|---|---|---|---|---|---|
| Total effect of ESI on SP | 0.661 | sig*** | 10.992 | 0.000 | 0.562 | 0.761 | |
| 0.339 | sig*** | 4.090 | 4.090 | 0.000 | 0.205 | 51.29% | |
| a1 | 0.580 | sig*** | 8.735 | 8.735 | 0.000 | 0.465 | |
| a2 | 0.448 | sig*** | 6.414 | 6.414 | 0.000 | 0.328 | |
| a3 | 0.448 | sig*** | 6.862 | 6.862 | 0.000 | 0.342 | |
| b1 | 0.205 | sig* | 2.195 | 2.195 | 0.014 | 0.055 | |
| b2 | 0.287 | sig** | 2.400 | 2.400 | 0.008 | 0.083 | |
| Indirect effects | Point estimate | ||||||
| 0.119 | sig* | 2.096 | 0.018 | 0.032 | 0.218 | 18.00% | |
| 0.129 | sig* | 2.250 | 0.012 | 0.035 | 0.224 | 19.52% | |
| 0.075 | sig* | 2.080 | 0.019 | 0.020 | 0.136 | 11.35% | |
| Total indirect effect | 0.322 | sig*** | 4.319 | 0.000 | 0.200 | 0.444 | 48.71% |
Note(s): Partial sequential mediation (20%<variance accounted for (VAF)<80%)***
Total direct and indirect effects were estimated using control variables, such as age, sector and size, which affect SP. Coefficient, t-statistics, p-values and percentiles were determined by a percentile bootstrap confidence interval of 90% (one tail) based on n = 10,000 subsamples
*/**/***: significant at p-value <0.05/0.01/0.001; ***Hair et al. (2014), VAF: variance accounted for
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