Testing for indirect effects
| Hypothesis | Relationship | β | SE | t–value | 95% BCI | Type of mediation | |
|---|---|---|---|---|---|---|---|
| 2.5 (%) | 97.5 (%) | ||||||
| Mediating effects on individual performances – model 1 | |||||||
| KM → ContPerfa | 0.347 | 0.044 | 7.857*** | ||||
| H3(a) | KM → INOV → ContPerfb | 0.177 | 0.033 | 3.543*** | 0.056 | 0.184 | Complementary partial mediation |
| H5(a) | KM → Motivation → ContPerfb | 0.098 | 0.028 | 3.480** | 0.043 | 0.153 | Complementary partial mediation |
| KM → ContPerfc | 0.215 | 0.032 | 6.650*** | 0.153 | 0.280 | ||
| KM → TaskPerfa | 0.392 | 0.041 | 9.518*** | ||||
| H3(b) | KM → INOV → TaskPerfb | 0.063 | 0.031 | 2.022* | 0.005 | 0.127 | Complementary partial mediation |
| H5(b) | KM → Motivation → TaskPerfb | 0.094 | 0.029 | 3.232** | 0.037 | 0.149 | Complementary partial mediation |
| KM → TaskPerfc | 0.156 | 0.030 | 5.174*** | 0.097 | 0.215 | ||
| Mediating effects on organizational performance – model 2 | |||||||
| KM → FinPerfa | 0.042 | 0.042 | 1.013 | ||||
| H4(a) | KM → INOV → FinPerfb | 0.259 | 0.031 | 8.247*** | 0.199 | 0.322 | Full mediation |
| H6(a) | KM → Motivation → FinPerfb | 0.234 | 0.026 | 9.147*** | 0.185 | 0.286 | Full mediation |
| KM → FinPerfc | 0.494 | 0.033 | 14.786*** | 0.425 | 0.556 | ||
| KM → PercPerfa | 0.082 | 0.038 | 2.123* | ||||
| H4(b) | KM → INOV → PercPerfb | 0.156 | 0.030 | 5.208*** | 0.099 | 0.218 | Complementary partial mediation |
| H6(b) | KM → Motivation → PercPerfb | 0.289 | 0.027 | 10.816*** | 0.235 | 0.341 | Complementary partial mediation |
| KM → PercPerfc | 0.445 | 0.032 | 14.132*** | 0.382 | 0.506 | ||
| KM → ProdServPerfa | 0.073 | 0.040 | 1.823 | ||||
| H4(c) | KM → INOV → ProdServPerfb | 0.227 | 0.030 | 7.484*** | 0.167 | 0.287 | Full mediation |
| H6(c) | KM → Motivation → ProdServPerfb | 0.238 | 0.026 | 9.255*** | 0.190 | 0.289 | Full mediation |
| KM → ProdServPerfc | 0.465 | 0.031 | 14.800*** | 0.402 | 0.527 | ||
| Hypothesis | Relationship | β | SE | 95% BCI | Type of mediation | ||
|---|---|---|---|---|---|---|---|
| 2.5 (%) | 97.5 (%) | ||||||
| KM → ContPerfa | 0.347 | 0.044 | 7.857*** | ||||
| KM → INOV → ContPerfb | 0.177 | 0.033 | 3.543*** | 0.056 | 0.184 | Complementary partial mediation | |
| KM → Motivation → ContPerfb | 0.098 | 0.028 | 3.480** | 0.043 | 0.153 | Complementary partial mediation | |
| KM → ContPerfc | 0.215 | 0.032 | 6.650*** | 0.153 | 0.280 | ||
| KM → TaskPerfa | 0.392 | 0.041 | 9.518*** | ||||
| KM → INOV → TaskPerfb | 0.063 | 0.031 | 2.022* | 0.005 | 0.127 | Complementary partial mediation | |
| KM → Motivation → TaskPerfb | 0.094 | 0.029 | 3.232** | 0.037 | 0.149 | Complementary partial mediation | |
| KM → TaskPerfc | 0.156 | 0.030 | 5.174*** | 0.097 | 0.215 | ||
| KM → FinPerfa | 0.042 | 0.042 | 1.013 | ||||
| KM → INOV → FinPerfb | 0.259 | 0.031 | 8.247*** | 0.199 | 0.322 | Full mediation | |
| KM → Motivation → FinPerfb | 0.234 | 0.026 | 9.147*** | 0.185 | 0.286 | Full mediation | |
| KM → FinPerfc | 0.494 | 0.033 | 14.786*** | 0.425 | 0.556 | ||
| KM → PercPerfa | 0.082 | 0.038 | 2.123* | ||||
| KM → INOV → PercPerfb | 0.156 | 0.030 | 5.208*** | 0.099 | 0.218 | Complementary partial mediation | |
| KM → Motivation → PercPerfb | 0.289 | 0.027 | 10.816*** | 0.235 | 0.341 | Complementary partial mediation | |
| KM → PercPerfc | 0.445 | 0.032 | 14.132*** | 0.382 | 0.506 | ||
| KM → ProdServPerfa | 0.073 | 0.040 | 1.823 | ||||
| KM → INOV → ProdServPerfb | 0.227 | 0.030 | 7.484*** | 0.167 | 0.287 | Full mediation | |
| KM → Motivation → ProdServPerfb | 0.238 | 0.026 | 9.255*** | 0.190 | 0.289 | Full mediation | |
| KM → ProdServPerfc | 0.465 | 0.031 | 14.800*** | 0.402 | 0.527 | ||
Note(s): aDirect effect; bPartial indirect effect; cTotal indirect effect; β – Standardized path coefficient; SE – Standard error; t – t-test value; BCI – bias corrected confidence intervals; *p < 0.05; **p < 0.01; ***p < 0.001
Source(s): Computation of the authors with SmartPls (v3.3.3) (Ringle et al., 2015), based on the survey results
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