Characterization by continuous variables of clusters of cut “a” of the tree e into 7 clusters
| Characteristic variables | Cluster mean | Overall mean | Cluster Std. deviation | Overall Std. deviation | Test-value | Probability |
|---|---|---|---|---|---|---|
| Cluster 1/7 (Weight = 47.00 Count = 47) | ||||||
| Price policy | 0.108 | −0.374 | 0.354 | 0.681 | 5.53 | 0.000 |
| Product policy | 0.122 | −0.153 | 0.290 | 0.721 | 2.96 | 0.002 |
| Distribution policy | −0.170 | −0.390 | 0.361 | 0.700 | 2.45 | 0.007 |
| Analysis of customers | 0.040 | −0.057 | 0.323 | 0.707 | 1.07 | 0.143 |
| Customer segmentation | 0.005 | −0.038 | 0.359 | 0.742 | 0.45 | 0.325 |
| Communication policy | −0.172 | 0.007 | 0.363 | 0.766 | −1.82 | 0.035 |
| Analysis of competitors | −0.043 | 0.229 | 0.335 | 0.702 | −3.01 | 0.001 |
| Brand positioning | −0.110 | 0.329 | 0.319 | 0.709 | −4.83 | 0.000 |
| Cluster 2/7 (Weight = 30.00 Count = 30) | ||||||
| Communication policy | 0.715 | 0.007 | 0.469 | 0.766 | 5.47 | 0.000 |
| Product policy | 0.122 | −0.153 | 0.712 | 0.721 | 2.25 | 0.012 |
| Distribution policy | −0.136 | −0.390 | 0.854 | 0.700 | 2.15 | 0.016 |
| Price policy | −0.450 | −0.374 | 0.656 | 0.681 | −0.66 | 0.255 |
| Brand positioning | 0.229 | 0.329 | 0.741 | 0.709 | −0.83 | 0.203 |
| Analysis of customers | −0.181 | −0.057 | 0.743 | 0.707 | −1.03 | 0.151 |
| Customer segmentation | −0.588 | −0.038 | 0.596 | 0.742 | −4.38 | 0.000 |
| Analysis of competitors | −0.496 | 0.229 | 0.509 | 0.702 | −6.10 | 0.000 |
| Cluster 3/7 (Weight = 22.00 Count = 22) | ||||||
| Product policy | 0.888 | −0.153 | 0.271 | 0.721 | 7.15 | 0.000 |
| Analysis of competitors | 0.813 | 0.229 | 0.371 | 0.702 | 4.12 | 0.000 |
| Analysis of customers | 0.417 | −0.057 | 0.676 | 0.707 | 3.32 | 0.000 |
| Communication policy | 0.185 | 0.007 | 0.763 | 0.766 | 1.15 | 0.125 |
| Brand positioning | 0.471 | 0.329 | 0.639 | 0.709 | 0.99 | 0.161 |
| Customer segmentation | 0.058 | −0.038 | 0.803 | 0.742 | 0.64 | 0.262 |
| Price policy | −0.509 | −0.374 | 0.679 | 0.681 | −0.98 | 0.163 |
| Distribution policy | −0.949 | −0.390 | 0.231 | 0.700 | −3.96 | 0.000 |
| Cluster 4/7 (Weight = 38.00 Count = 38) | ||||||
| Distribution policy | 0.169 | −0.390 | 0.736 | 0.700 | 5.43 | 0.000 |
| Customer segmentation | 0.495 | −0.038 | 0.566 | 0.742 | 4.90 | 0.000 |
| Communication policy | 0.464 | 0.007 | 0.744 | 0.766 | 4.07 | 0.000 |
| Brand positioning | 0.684 | 0.329 | 0.624 | 0.709 | 3.41 | 0.000 |
| Analysis of competitors | 0.579 | 0.229 | 0.540 | 0.702 | 3.40 | 0.000 |
| Analysis of customers | 0.261 | −0.057 | 0.722 | 0.707 | 3.07 | 0.001 |
| Product policy | −0.463 | −0.153 | 0.588 | 0.721 | −2.93 | 0.002 |
| Price policy | −0.937 | −0.374 | 0.166 | 0.681 | −5.64 | 0.000 |
| Cluster 5/7 (Weight = 12.00 Count = 12) | ||||||
| Analysis of competitors | 0.798 | 0.229 | 0.554 | 0.702 | 2.89 | 0.002 |
| Product policy | −0.373 | −0.153 | 0.895 | 0.721 | −1.09 | 0.139 |
| Customer segmentation | −0.428 | −0.038 | 0.826 | 0.742 | −1.87 | 0.031 |
| Price policy | −0.769 | −0.374 | 0.516 | 0.681 | −2.07 | 0.019 |
| Distribution policy | −1,000 | −0.390 | 0.000 | 0.700 | −3.10 | 0.001 |
| Communication policy | −0.722 | 0.007 | 0.636 | 0.766 | −3.39 | 0.000 |
| Analysis of customers | −1,000 | −0.057 | 0.000 | 0.707 | −4.75 | 0.000 |
| Brand positioning | −0.952 | 0.329 | 0.158 | 0.709 | −6.44 | 0.000 |
| Cluster 6/7 (Weight = 27.00 Count = 27) | ||||||
| Price policy | 0.166 | −0.374 | 0.656 | 0.681 | 4.41 | 0.000 |
| Customer segmentation | 0.512 | −0.038 | 0.545 | 0.742 | 4.12 | 0.000 |
| Analysis of competitors | 0.583 | 0.229 | 0.562 | 0.702 | 2.81 | 0.003 |
| Brand positioning | 0.603 | 0.329 | 0.569 | 0.709 | 2.15 | 0.016 |
| Analysis customers | 0.010 | −0.057 | 0.658 | 0.707 | 0.53 | 0.298 |
| Distribution policy | −0.689 | −0.390 | 0.576 | 0.700 | −2.38 | 0.009 |
| Product policy | −0.485 | −0.153 | 0.490 | 0.721 | −2.57 | 0.005 |
| Communication policy | −0.572 | 0.007 | 0.513 | 0.766 | −4.21 | 0.000 |
| Cluster 7/7 (Weight = 29.00 Count = 29) | ||||||
| Brand positioning | 0.846 | 0.329 | 0.410 | 0.709 | 4.23 | 0.000 |
| Price policy | −0.578 | −0.374 | 0.734 | 0.681 | −1.73 | 0.042 |
| Analysis of competitors | −0.049 | 0.229 | 0.847 | 0.702 | −2.30 | 0.011 |
| Communication policy | −0.331 | 0.007 | 0.779 | 0.766 | −2.56 | 0.005 |
| Distribution policy | −0.786 | −0.390 | 0.505 | 0.700 | −3.28 | 0.001 |
| Analysis of customers | −0.535 | −0.057 | 0.653 | 0.707 | −3.92 | 0.000 |
| Customer segmentation | −0.661 | −0.038 | 0.646 | 0.742 | −4.87 | 0.000 |
| Product policy | −0.865 | −0.153 | 0.419 | 0.721 | −5.72 | 0.000 |
| Characteristic variables | Cluster mean | Overall mean | Cluster Std. deviation | Overall Std. deviation | Test-value | Probability |
|---|---|---|---|---|---|---|
| Price policy | 0.108 | −0.374 | 0.354 | 0.681 | 5.53 | 0.000 |
| Product policy | 0.122 | −0.153 | 0.290 | 0.721 | 2.96 | 0.002 |
| Distribution policy | −0.170 | −0.390 | 0.361 | 0.700 | 2.45 | 0.007 |
| Analysis of customers | 0.040 | −0.057 | 0.323 | 0.707 | 1.07 | 0.143 |
| Customer segmentation | 0.005 | −0.038 | 0.359 | 0.742 | 0.45 | 0.325 |
| Communication policy | −0.172 | 0.007 | 0.363 | 0.766 | −1.82 | 0.035 |
| Analysis of competitors | −0.043 | 0.229 | 0.335 | 0.702 | −3.01 | 0.001 |
| Brand positioning | −0.110 | 0.329 | 0.319 | 0.709 | −4.83 | 0.000 |
| Communication policy | 0.715 | 0.007 | 0.469 | 0.766 | 5.47 | 0.000 |
| Product policy | 0.122 | −0.153 | 0.712 | 0.721 | 2.25 | 0.012 |
| Distribution policy | −0.136 | −0.390 | 0.854 | 0.700 | 2.15 | 0.016 |
| Price policy | −0.450 | −0.374 | 0.656 | 0.681 | −0.66 | 0.255 |
| Brand positioning | 0.229 | 0.329 | 0.741 | 0.709 | −0.83 | 0.203 |
| Analysis of customers | −0.181 | −0.057 | 0.743 | 0.707 | −1.03 | 0.151 |
| Customer segmentation | −0.588 | −0.038 | 0.596 | 0.742 | −4.38 | 0.000 |
| Analysis of competitors | −0.496 | 0.229 | 0.509 | 0.702 | −6.10 | 0.000 |
| Product policy | 0.888 | −0.153 | 0.271 | 0.721 | 7.15 | 0.000 |
| Analysis of competitors | 0.813 | 0.229 | 0.371 | 0.702 | 4.12 | 0.000 |
| Analysis of customers | 0.417 | −0.057 | 0.676 | 0.707 | 3.32 | 0.000 |
| Communication policy | 0.185 | 0.007 | 0.763 | 0.766 | 1.15 | 0.125 |
| Brand positioning | 0.471 | 0.329 | 0.639 | 0.709 | 0.99 | 0.161 |
| Customer segmentation | 0.058 | −0.038 | 0.803 | 0.742 | 0.64 | 0.262 |
| Price policy | −0.509 | −0.374 | 0.679 | 0.681 | −0.98 | 0.163 |
| Distribution policy | −0.949 | −0.390 | 0.231 | 0.700 | −3.96 | 0.000 |
| Distribution policy | 0.169 | −0.390 | 0.736 | 0.700 | 5.43 | 0.000 |
| Customer segmentation | 0.495 | −0.038 | 0.566 | 0.742 | 4.90 | 0.000 |
| Communication policy | 0.464 | 0.007 | 0.744 | 0.766 | 4.07 | 0.000 |
| Brand positioning | 0.684 | 0.329 | 0.624 | 0.709 | 3.41 | 0.000 |
| Analysis of competitors | 0.579 | 0.229 | 0.540 | 0.702 | 3.40 | 0.000 |
| Analysis of customers | 0.261 | −0.057 | 0.722 | 0.707 | 3.07 | 0.001 |
| Product policy | −0.463 | −0.153 | 0.588 | 0.721 | −2.93 | 0.002 |
| Price policy | −0.937 | −0.374 | 0.166 | 0.681 | −5.64 | 0.000 |
| Analysis of competitors | 0.798 | 0.229 | 0.554 | 0.702 | 2.89 | 0.002 |
| Product policy | −0.373 | −0.153 | 0.895 | 0.721 | −1.09 | 0.139 |
| Customer segmentation | −0.428 | −0.038 | 0.826 | 0.742 | −1.87 | 0.031 |
| Price policy | −0.769 | −0.374 | 0.516 | 0.681 | −2.07 | 0.019 |
| Distribution policy | −1,000 | −0.390 | 0.000 | 0.700 | −3.10 | 0.001 |
| Communication policy | −0.722 | 0.007 | 0.636 | 0.766 | −3.39 | 0.000 |
| Analysis of customers | −1,000 | −0.057 | 0.000 | 0.707 | −4.75 | 0.000 |
| Brand positioning | −0.952 | 0.329 | 0.158 | 0.709 | −6.44 | 0.000 |
| Price policy | 0.166 | −0.374 | 0.656 | 0.681 | 4.41 | 0.000 |
| Customer segmentation | 0.512 | −0.038 | 0.545 | 0.742 | 4.12 | 0.000 |
| Analysis of competitors | 0.583 | 0.229 | 0.562 | 0.702 | 2.81 | 0.003 |
| Brand positioning | 0.603 | 0.329 | 0.569 | 0.709 | 2.15 | 0.016 |
| Analysis customers | 0.010 | −0.057 | 0.658 | 0.707 | 0.53 | 0.298 |
| Distribution policy | −0.689 | −0.390 | 0.576 | 0.700 | −2.38 | 0.009 |
| Product policy | −0.485 | −0.153 | 0.490 | 0.721 | −2.57 | 0.005 |
| Communication policy | −0.572 | 0.007 | 0.513 | 0.766 | −4.21 | 0.000 |
| Brand positioning | 0.846 | 0.329 | 0.410 | 0.709 | 4.23 | 0.000 |
| Price policy | −0.578 | −0.374 | 0.734 | 0.681 | −1.73 | 0.042 |
| Analysis of competitors | −0.049 | 0.229 | 0.847 | 0.702 | −2.30 | 0.011 |
| Communication policy | −0.331 | 0.007 | 0.779 | 0.766 | −2.56 | 0.005 |
| Distribution policy | −0.786 | −0.390 | 0.505 | 0.700 | −3.28 | 0.001 |
| Analysis of customers | −0.535 | −0.057 | 0.653 | 0.707 | −3.92 | 0.000 |
| Customer segmentation | −0.661 | −0.038 | 0.646 | 0.742 | −4.87 | 0.000 |
| Product policy | −0.865 | −0.153 | 0.419 | 0.721 | −5.72 | 0.000 |
Source(s): Table by authors