Hierarchical regression analysis
| Item | Model 1 | Model 2 | Model 3 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| B | SE | β | B | SE | β | B | SE | β | |
| Constant | 4.624 | 0.117 | 2.504 | 0.359 | 1.359 | 0.373 | |||
| Duration in dairy processing | −0.067 | 0.051 | −0.129 | −0.086 | 0.044 | −0.164 | −0.028 | 0.040 | −0.053 |
| Product processing stages | −0.003 | 0.055 | −0.004 | −0.027 | 0.047 | −0.049 | −0.004 | 0.042 | −0.007 |
| Value chain | 0.482 | 0.078 | 0.516** | 0.224 | 0.082 | 0.239** | |||
| Productivity | 0.490 | 0.086 | 0.508** | ||||||
| R2 | 0.016 | 0.280 | 0.455 | ||||||
| Adjusted R2 | −0.002 | 0.259 | 0.434 | ||||||
| R2 change | 0.016 | 0.264 | 0.175 | ||||||
| F change | 0.871 | 37.750** | 32.704** | ||||||
| Item | Model 1 | Model 2 | Model 3 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| SE | SE | SE | |||||||
| Constant | 4.624 | 0.117 | 2.504 | 0.359 | 1.359 | 0.373 | |||
| Duration in dairy processing | −0.067 | 0.051 | −0.129 | −0.086 | 0.044 | −0.164 | −0.028 | 0.040 | −0.053 |
| Product processing stages | −0.003 | 0.055 | −0.004 | −0.027 | 0.047 | −0.049 | −0.004 | 0.042 | −0.007 |
| Value chain | 0.482 | 0.078 | 0.224 | 0.082 | |||||
| Productivity | 0.490 | 0.086 | |||||||
| 0.016 | 0.280 | 0.455 | |||||||
| Adjusted | −0.002 | 0.259 | |||||||
| 0.016 | 0.264 | 0.175 | |||||||
| 0.871 | 37.750** | 32.704** | |||||||
Source(s): Primary data
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