Purchasing manager sample: OLS Regressions of choice with heteroskedastic standard errors
| Variables | Model 1 | Model 2 | ||
|---|---|---|---|---|
| β coefficients (std. errors) | 95% CI | β coefficients (std. errors) | 95% CI | |
| Intercept | 0.871**** (0.01) | [0.84, 0.89] | 2.134 (3.89) | [−5.37, 9.63] |
| RPA | 0.025 (0.02) | [−0.03, 0.08] | 0.019 (0.02) | [−0.04, 0.07] |
| SIS | 0.016 (0.02) | [−0.04, 0.07] | 0.016 (0.02) | [−0.04, 0.07] |
| Gender | 0.050 (0.02) *p = 0.065 | [0.00, 0.10] | 0.058 (0.02) **p = 0.040 | [0.03, 0.12] |
| RPA* SIS | 0.039 (0.05) | [−0.07, 0.15] | 0.058 (0.05) | [−0.05, 0.17] |
| RPA * Gender | −0.105 (0.05) *p = 0.052 | [−0.21, −0.00] | −0.111 (0.05) **p = 0.044 | [−0.22, −0.00] |
| SIS * Gender | 0.046 (0.05) | [−0.06, 0.15] | 0.048 (0.05) | [−0.06, 0.16] |
| RPA * SIS * Gender | −0.133 (0.10) | [−0.35, 0.08] | −0.128 (0.11) | [-0.35, 0.10] |
| Organization type (other) | 0.154 (0.05) ****p = 0.002 | [0.056, 0.25] | ||
| Other controls (date of data collection, years of purchasing experience, age, level of management, DOSPERT, time to complete the experiment) | included not significant (n.s.) | |||
| Sample size | 612 | 612 | ||
| R-squared | 0.0183 | 0.0392 | ||
| F-statistic | 1.609 | 1.272 | ||
| Variables | Model 1 | Model 2 | ||
|---|---|---|---|---|
| β coefficients (std. errors) | 95% CI | β coefficients (std. errors) | 95% CI | |
| Intercept | 0.871**** (0.01) | [0.84, 0.89] | 2.134 (3.89) | [−5.37, 9.63] |
| RPA | 0.025 (0.02) | [−0.03, 0.08] | 0.019 (0.02) | [−0.04, 0.07] |
| SIS | 0.016 (0.02) | [−0.04, 0.07] | 0.016 (0.02) | [−0.04, 0.07] |
| Gender | 0.050 (0.02) * | [0.00, 0.10] | 0.058 (0.02) ** | [0.03, 0.12] |
| RPA* SIS | 0.039 (0.05) | [−0.07, 0.15] | 0.058 (0.05) | [−0.05, 0.17] |
| RPA * Gender | −0.105 (0.05) * | [−0.21, −0.00] | −0.111 (0.05) ** | [−0.22, −0.00] |
| SIS * Gender | 0.046 (0.05) | [−0.06, 0.15] | 0.048 (0.05) | [−0.06, 0.16] |
| RPA * SIS * Gender | −0.133 (0.10) | [−0.35, 0.08] | −0.128 (0.11) | [-0.35, 0.10] |
| Organization type (other) | 0.154 (0.05) **** | [0.056, 0.25] | ||
| Other controls (date of data collection, years of purchasing experience, age, level of management, DOSPERT, time to complete the experiment) | included | |||
| Sample size | 612 | 612 | ||
| 0.0183 | 0.0392 | |||
| 1.609 | 1.272 | |||
Note(s): *p-value <0.10.; **p-value <0.05.; ***p-value <0.01; ****p-value <0.001
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