Tests of mediating effects
| Total effect of soft QM → perf | Direct effect of soft QM → Perf | Indirect effects of soft QM on performance | ||||||
|---|---|---|---|---|---|---|---|---|
| Coefficient | t-value | Coefficient | t-value | Point estimate | Percentile bootstrap 95% confidence interval | Mediation | ||
| Lower | Upper | |||||||
| 0.86*** | 59.131 | 0.42*** | 7.246 | Total indirect effect | 0.440 | 0.3322 | 0.5478 | Yes |
| H7: via hard practices | 0.254 | 0.1517 | 0.3569 | Yes | ||||
| H8a: via AI | 0.074 | 0.0134 | 0.1354 | Yes | ||||
| H8b: via technical | 0.039 | −0.0205 | 0.0981 | No | ||||
| H9a: via (hard + AI) | 0.035 | 0.0013 | 0.0677 | Yes | ||||
| H9b: via (hard + technical) | 0.039 | −0.0201 | 0.0979 | No | ||||
| Total effect of soft QM → perf | Direct effect of soft QM → Perf | Indirect effects of soft QM on performance | ||||||
|---|---|---|---|---|---|---|---|---|
| Coefficient | Coefficient | Point estimate | Percentile bootstrap 95% confidence interval | Mediation | ||||
| Lower | Upper | |||||||
| 0.86*** | 59.131 | 0.42*** | 7.246 | Total indirect effect | 0.440 | 0.3322 | 0.5478 | Yes |
| 0.254 | 0.1517 | 0.3569 | Yes | |||||
| 0.074 | 0.0134 | 0.1354 | Yes | |||||
| 0.039 | −0.0205 | 0.0981 | No | |||||
| 0.035 | 0.0013 | 0.0677 | Yes | |||||
| 0.039 | −0.0201 | 0.0979 | No | |||||
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