Determinants of adaptive customization and organization restructuring: first-stage ordered and binary logit instrumental variable approach
| Model components | CUST | ORG | ||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| ORG | 1.29*** (0.45) | |||
| CUST | 1.25*** (0.44) | |||
| lagged_KCS | 0.10 (0.94) | 0.20 (0.92) | −1.59 (1.02) | −1.74 (1.07) |
| lagged_VS | 1.50 (1.93) | 2.72 (2.03) | −4.57** (1.96) | −5.18** (2.03) |
| lagged_MFP | 0.18 (0.38) | 0.18 (0.40) | 0.14 (0.33) | 0.12 (0.32) |
| lagged_LABOR (log) | −0.10 (0.34) | −0.02 (0.36) | −0.26 (0.30) | −0.22 (0.32) |
| lagged_SALES (log) | −0.13 (0.33) | −0.22 (0.35) | 0.23 (0.31) | 0.24 (0.33) |
| MANUFACT | 0.23 (0.57) | 0.32 (0.57) | −0.38 (0.46) | −0.43 (0.47) |
| INTER_IS | 1.35** (0.57) | 1.18** (0.57) | 1.07** (0.45) | 0.88* (0.46) |
| ABROAD | 0.38 (0.48) | 0.26 (0.46) | 0.49 (0.45) | 0.43 (0.45) |
| ACCOUNT = 1 | 1.93** (0.75) | 1.74** (0.80) | 1.20** (0.58) | 0.81 (0.62) |
| ACCOUNT = 2 | 1.39** (0.54) | 1.17** (0.57) | 1.20*** (0.45) | 0.95** (0.47) |
| CONSTANT | −1.51 (1.72) | −2.27 (1.78) | 0.72 (1.63) | 0.49 (1.69) |
| N (firms) | 175 | 175 | 175 | 175 |
| Wald χ2 | 30.11 | 33.83 | 30.50 | 40.69 |
| McFadden's R2 | 0.18 | 0.22 | 0.16 | 0.20 |
| Model components | CUST | ORG | ||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| ORG | 1.29 | |||
| CUST | 1.25 | |||
| lagged_KCS | 0.10 (0.94) | 0.20 (0.92) | −1.59 (1.02) | −1.74 (1.07) |
| lagged_VS | 1.50 (1.93) | 2.72 (2.03) | −4.57 | −5.18 |
| lagged_MFP | 0.18 (0.38) | 0.18 (0.40) | 0.14 (0.33) | 0.12 (0.32) |
| lagged_LABOR (log) | −0.10 (0.34) | −0.02 (0.36) | −0.26 (0.30) | −0.22 (0.32) |
| lagged_SALES (log) | −0.13 (0.33) | −0.22 (0.35) | 0.23 (0.31) | 0.24 (0.33) |
| MANUFACT | 0.23 (0.57) | 0.32 (0.57) | −0.38 (0.46) | −0.43 (0.47) |
| INTER_IS | 1.35 | 1.18 | 1.07 | 0.88 |
| ABROAD | 0.38 (0.48) | 0.26 (0.46) | 0.49 (0.45) | 0.43 (0.45) |
| ACCOUNT = 1 | 1.93 | 1.74 | 1.20 | 0.81 (0.62) |
| ACCOUNT = 2 | 1.39 | 1.17 | 1.20 | 0.95 |
| CONSTANT | −1.51 (1.72) | −2.27 (1.78) | 0.72 (1.63) | 0.49 (1.69) |
| 175 | 175 | 175 | 175 | |
| Wald | 30.11 | 33.83 | 30.50 | 40.69 |
| McFadden's | 0.18 | 0.22 | 0.16 | 0.20 |
Notes:
Positive coefficients indicate a greater probability of pursuing resource co-specialization in enterprise systems implementation;
*p < 0.1;
**p < 0.05;
***p < 0.01 (Robust standard errors in parentheses)
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