Performance effects of organizational restructuring and adaptive customization: Ordered and binary logit of reference-ability index and license extension
| Model components | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 |
|---|---|---|---|---|---|---|---|---|
| REFER | EXTEND | |||||||
| ORG | ORG | CUST | CUST | ORG | ORG | CUST | CUST | |
| YES | NO | YES | NO | YES | NO | YES | NO | |
| CORRECTION (λ) for Selection (YES) | 1.55* (0.82) | 2.32** (1.08) | 8.02** (3.10) | 3.26** (1.50) | ||||
| CORRECTION (λ) for Non-selection(NO) | −2.72*** (0.81) | −2.23*** (0.84) | −4.44*** (1.10) | −4.79*** (1.23) | ||||
| ORG | 0.10 (0.91) | 0.30 (0.39) | −0.90 (1.26) | −0.76 (0.73) | ||||
| CUST | 1.55** (0.71) | 1.42*** (0.48) | 2.00** (0.94) | 0.95 (0.76) | ||||
| LABOR (log) | 0.57 (0.48) | 0.14 (0.19) | 0.23 (0.31) | 0.08 (0.17) | 0.47 (0.71) | −0.26 (0.35) | 0.07 (0.65) | −0.54 (0.36) |
| SALES (log) | −0.58 (0.51) | 0.06 (0.22) | −0.43 (0.39) | 0.20 (0.19) | −0.15 (0.75) | 0.52 (0.39) | 0.48 (0.56) | 1.00** (0.40) |
| DURATION | 0.01 (0.01) | 0.00 (0.01) | 0.01 (0.01) | 0.00 (0.01) | 0.09*** (0.03) | −0.02* (0.01) | 0.02 (0.02) | −0.03 (0.02) |
| MANUFACT | −1.40 (1.10) | −0.07 (0.47) | 0.75 (1.33) | −0.63 (0.43) | −3.44* (1.89) | −0.86 (0.98) | 1.21 (2.18) | −1.47* (0.76) |
| SIC | 0.00 (0.00) | 0.00 (0.00) | 0.00 (0.00) | 0.00* (0.00) | 0.00* (0.00) | 0.00** (0.00) | 0.00 (0.00) | 0.00* (0.00) |
| INTRA_IS | −4.85 (4.60) | 1.02** (0.40) | 0.99** (0.39) | |||||
| ADI | −0.21 (0.17) | −0.02 (0.02) | −0.27 (0.22) | −0.03** (0.01) | −0.02 (0.14) | −0.01 (0.04) | 0.05 (0.14) | −0.06 (0.10) |
| CONSTANT | −12.50 (6.93) | 0.16 (1.88) | −6.32 (5.37) | −0.95 (1.39) | 2.46 (6.23) | −0.39 (3.08) | −5.69 (5.82) | −1.46 (2.75) |
| −11.29 (6.74) | 1.67 (1.88) | −5.59 (5.02) | 0.60 (1.40) | |||||
| −11.10 (6.73) | 1.99 (1.89) | −5.13 (4.79) | 0.93 (1.41) | |||||
| −10.20 (6.66) | 3.27 (1.92) | −1.69 (4.48) | 2.20 (1.43) | |||||
| −7.52 (6.45) | 5.46 (1.93) | 4.28 (1.47) | ||||||
| N (firms) | 54 | 121 | 40 | 135 | 53 | 114 | 40 | 127 |
| Wald χ2 | 18.20 | 34.16 | 9.42 | 32.33 | 23.44 | 34.22 | 11.06 | 25.57 |
| McFadden's R2 | 0.12 | 0.11 | 0.15 | 0.08 | 0.49 | 0.35 | 0.26 | 0.31 |
| Model components | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 |
|---|---|---|---|---|---|---|---|---|
| REFER | EXTEND | |||||||
| ORG | ORG | CUST | CUST | ORG | ORG | CUST | CUST | |
| YES | NO | YES | NO | YES | NO | YES | NO | |
| CORRECTION ( | 1.55 | 2.32 | 8.02 | 3.26 | ||||
| CORRECTION ( | −2.72 | −2.23 | −4.44 | −4.79 | ||||
| ORG | 0.10 (0.91) | 0.30 (0.39) | −0.90 (1.26) | −0.76 (0.73) | ||||
| CUST | 1.55 | 1.42 | 2.00 | 0.95 (0.76) | ||||
| LABOR (log) | 0.57 (0.48) | 0.14 (0.19) | 0.23 (0.31) | 0.08 (0.17) | 0.47 (0.71) | −0.26 (0.35) | 0.07 (0.65) | −0.54 (0.36) |
| SALES (log) | −0.58 (0.51) | 0.06 (0.22) | −0.43 (0.39) | 0.20 (0.19) | −0.15 (0.75) | 0.52 (0.39) | 0.48 (0.56) | 1.00 |
| DURATION | 0.01 (0.01) | 0.00 (0.01) | 0.01 (0.01) | 0.00 (0.01) | 0.09 | −0.02 | 0.02 (0.02) | −0.03 (0.02) |
| MANUFACT | −1.40 (1.10) | −0.07 (0.47) | 0.75 (1.33) | −0.63 (0.43) | −3.44 | −0.86 (0.98) | 1.21 (2.18) | −1.47 |
| SIC | 0.00 (0.00) | 0.00 (0.00) | 0.00 (0.00) | 0.00 | 0.00 | 0.00 | 0.00 (0.00) | 0.00 |
| INTRA_IS | −4.85 (4.60) | 1.02 | 0.99 | |||||
| ADI | −0.21 (0.17) | −0.02 (0.02) | −0.27 (0.22) | −0.03 | −0.02 (0.14) | −0.01 (0.04) | 0.05 (0.14) | −0.06 (0.10) |
| CONSTANT | −12.50 (6.93) | 0.16 (1.88) | −6.32 (5.37) | −0.95 (1.39) | 2.46 (6.23) | −0.39 (3.08) | −5.69 (5.82) | −1.46 (2.75) |
| −11.29 (6.74) | 1.67 (1.88) | −5.59 (5.02) | 0.60 (1.40) | |||||
| −11.10 (6.73) | 1.99 (1.89) | −5.13 (4.79) | 0.93 (1.41) | |||||
| −10.20 (6.66) | 3.27 (1.92) | −1.69 (4.48) | 2.20 (1.43) | |||||
| −7.52 (6.45) | 5.46 (1.93) | 4.28 (1.47) | ||||||
| 54 | 121 | 40 | 135 | 53 | 114 | 40 | 127 | |
| Wald | 18.20 | 34.16 | 9.42 | 32.33 | 23.44 | 34.22 | 11.06 | 25.57 |
| McFadden's | 0.12 | 0.11 | 0.15 | 0.08 | 0.49 | 0.35 | 0.26 | 0.31 |
Notes:
Positive coefficients indicate a greater probability of achieving exchange success.
*p < 0.1;
**p < 0.05;
***p < 0.01 (Robust standard errors in parentheses)
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