Table 7 Absolute and relative differences for number of patients waiting between the investigated workflow grouping strategies and the reference scenario disregarding treatment intent. Bold numbers indicate top three performing (lowest relative absolute mean) grouping strategies per task
CURATIVE+ PALLIATIVE | R | Pareto_80/20 | |∆| | |∆|/R | A1_85 | |∆| | |∆|/R | A2_85 | |∆| | |∆|/R | A1_80 | |∆| | |∆|/R | A2_80 | |∆| | |∆|/R | A1_75 | |∆| | |∆|/R | A2_75 | |∆| | |∆|/R | all-in-one | |∆| | |∆|/R | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Mould | mean | 20.62 | 18.57 | 4.41 | 22% | 14.93 | 5.80 | 26% | 16.27 | 5.50 | 25% | 14.20 | 7.02 | 30% | 14.29 | 7.29 | 33% | 12.72 | 7.91 | 35% | 14.22 | 6.80 | 30% | 1.36 | 19.27 | 93% |
sd | 9.49 | 7.57 | 2.91 | 14% | 6.40 | 4.91 | 16% | 7.25 | 4.16 | 12% | 4.86 | 6.24 | 19% | 6.43 | 6.64 | 20% | 4.91 | 6.16 | 18% | 5.12 | 5.50 | 17% | 0.81 | 9.38 | 6% | |
median | 18.88 | 16.93 | 3.57 | 18% | 13.31 | 3.88 | 21% | 15.23 | 4.06 | 25% | 13.58 | 3.57 | 26% | 14.42 | 4.77 | 34% | 12.40 | 6.36 | 35% | 13.51 | 5.73 | 33% | 1.38 | 17.52 | 94% | |
min | 0.00 | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 74% | |
max | 37.97 | 33.13 | 10.84 | 69% | 29.39 | 17.58 | 81% | 34.44 | 13.62 | 64% | 23.48 | 18.87 | 86% | 25.52 | 23.30 | 72% | 24.06 | 22.64 | 83% | 24.91 | 20.48 | 87% | 2.61 | 36.74 | 100% | |
2. PET | mean | 18.08 | 16.57 | 1.51 | 9% | 15.55 | 2.57 | 13% | 16.08 | 2.04 | 12% | 11.39 | 6.73 | 34% | 15.70 | 2.42 | 12% | 14.08 | 4.02 | 20% | 11.66 | 6.44 | 32% | 1.22 | 16.88 | 92% |
sd | 5.84 | 5.52 | 0.69 | 4% | 4.37 | 1.78 | 7% | 5.14 | 0.93 | 5% | 2.65 | 3.88 | 14% | 4.53 | 1.48 | 5% | 3.83 | 2.39 | 8% | 2.86 | 3.82 | 14% | 0.87 | 5.91 | 11% | |
median | 20.23 | 18.56 | 1.50 | 8% | 17.48 | 2.45 | 13% | 17.82 | 1.93 | 11% | 11.57 | 8.18 | 42% | 17.49 | 2.50 | 12% | 15.46 | 4.00 | 21% | 11.92 | 7.63 | 38% | 1.14 | 19.01 | 94% | |
min | 0.00 | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 34% | |
max | 26.82 | 23.59 | 3.30 | 23% | 20.35 | 8.06 | 30% | 23.06 | 4.41 | 29% | 15.70 | 14.44 | 54% | 21.25 | 6.52 | 26% | 18.23 | 10.15 | 38% | 17.59 | 13.59 | 51% | 3.59 | 26.14 | 100% | |
3. CT | mean | 15.30 | 12.77 | 4.71 | 28% | 13.16 | 4.61 | 32% | 12.68 | 3.49 | 20% | 12.54 | 4.89 | 32% | 9.71 | 6.67 | 37% | 8.52 | 7.40 | 40% | 11.34 | 5.29 | 32% | 2.49 | 12.80 | 79% |
sd | 9.38 | 7.18 | 4.83 | 18% | 7.52 | 3.27 | 21% | 7.45 | 3.71 | 16% | 6.07 | 4.15 | 19% | 4.80 | 6.05 | 20% | 3.93 | 6.60 | 21% | 5.22 | 4.77 | 18% | 1.11 | 9.00 | 16% | |
median | 14.25 | 11.82 | 2.93 | 25% | 12.83 | 4.70 | 30% | 11.21 | 2.00 | 20% | 12.26 | 3.83 | 32% | 9.02 | 5.07 | 40% | 7.46 | 6.33 | 42% | 10.41 | 3.48 | 32% | 2.46 | 11.04 | 84% | |
min | 0.00 | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 4% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 29% | |
max | 32.33 | 29.87 | 16.55 | 75% | 26.93 | 10.23 | 118% | 28.33 | 13.83 | 69% | 23.76 | 15.68 | 78% | 18.60 | 19.20 | 73% | 16.47 | 21.15 | 81% | 19.99 | 16.60 | 85% | 4.76 | 30.52 | 100% | |
4. MRI | mean | 9.04 | 8.39 | 1.14 | 13% | 8.41 | 0.80 | 8% | 8.37 | 0.81 | 9% | 7.36 | 1.70 | 18% | 7.90 | 1.18 | 13% | 6.51 | 2.54 | 26% | 6.19 | 2.87 | 30% | 1.48 | 7.56 | 82% |
sd | 2.91 | 3.36 | 0.85 | 9% | 2.50 | 0.71 | 6% | 2.89 | 0.80 | 8% | 2.29 | 0.96 | 8% | 2.48 | 0.86 | 8% | 1.76 | 1.45 | 10% | 1.76 | 1.61 | 12% | 1.09 | 2.93 | 16% | |
median | 8.88 | 8.03 | 0.88 | 11% | 8.10 | 0.70 | 8% | 8.11 | 0.44 | 6% | 7.39 | 1.57 | 18% | 7.60 | 0.89 | 13% | 6.09 | 2.50 | 26% | 5.77 | 2.52 | 31% | 1.44 | 7.25 | 86% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 4% | 0.00 | 0.00 | 8% | |
max | 14.75 | 16.26 | 2.82 | 38% | 13.56 | 2.73 | 26% | 15.33 | 3.34 | 36% | 11.83 | 3.76 | 33% | 14.16 | 3.35 | 30% | 10.85 | 5.40 | 48% | 10.02 | 5.57 | 49% | 3.06 | 13.97 | 100% | |
5. TD | mean | 6.92 | 7.63 | 1.45 | 24% | 6.47 | 0.94 | 17% | 7.69 | 2.43 | 40% | 5.15 | 1.97 | 26% | 7.77 | 1.58 | 22% | 6.74 | 0.85 | 16% | 5.64 | 1.58 | 21% | 3.96 | 3.20 | 39% |
sd | 4.06 | 3.61 | 1.24 | 23% | 3.88 | 0.83 | 15% | 3.17 | 1.80 | 31% | 2.34 | 2.03 | 16% | 5.59 | 1.35 | 14% | 4.43 | 0.59 | 15% | 2.80 | 1.67 | 15% | 1.49 | 3.73 | 25% | |
median | 5.40 | 6.98 | 1.00 | 16% | 4.70 | 0.74 | 14% | 8.07 | 2.12 | 30% | 4.57 | 1.21 | 24% | 5.46 | 1.23 | 23% | 5.05 | 0.80 | 12% | 4.84 | 1.02 | 20% | 4.12 | 2.01 | 41% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | |
max | 18.45 | 14.37 | 4.72 | 92% | 15.62 | 2.92 | 82% | 14.50 | 6.74 | 114% | 11.48 | 7.17 | 88% | 21.04 | 4.63 | 56% | 17.37 | 2.57 | 81% | 13.38 | 6.66 | 82% | 6.19 | 15.62 | 100% | |
6. TP | mean | 4.81 | 4.57 | 0.45 | 9% | 4.09 | 0.76 | 15% | 4.68 | 0.49 | 10% | 4.23 | 0.64 | 12% | 4.20 | 0.72 | 15% | 4.08 | 0.74 | 15% | 4.20 | 0.69 | 13% | 1.35 | 3.47 | 70% |
sd | 1.06 | 0.92 | 0.44 | 7% | 0.81 | 0.55 | 9% | 1.17 | 0.46 | 9% | 0.78 | 0.63 | 10% | 0.94 | 0.54 | 10% | 0.84 | 0.58 | 10% | 0.77 | 0.61 | 10% | 0.77 | 1.29 | 19% | |
median | 4.89 | 4.61 | 0.31 | 7% | 4.37 | 0.58 | 12% | 4.76 | 0.29 | 7% | 4.49 | 0.37 | 9% | 4.47 | 0.58 | 12% | 4.37 | 0.55 | 12% | 4.42 | 0.50 | 12% | 1.35 | 3.49 | 72% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 14% | |
max | 6.90 | 6.64 | 2.13 | 33% | 5.09 | 2.49 | 36% | 6.86 | 1.63 | 38% | 5.07 | 2.45 | 38% | 5.55 | 2.31 | 39% | 4.85 | 2.33 | 46% | 5.05 | 2.53 | 39% | 2.61 | 6.15 | 99% | |
7. QA | mean | 12.30 | 12.87 | 1.55 | 14% | 6.54 | 5.77 | 47% | 11.39 | 1.47 | 15% | 4.20 | 8.11 | 66% | 7.18 | 5.12 | 40% | 3.08 | 9.22 | 75% | 3.55 | 8.76 | 71% | 1.18 | 11.13 | 90% |
sd | 4.14 | 4.24 | 1.28 | 13% | 2.26 | 2.67 | 13% | 4.28 | 0.95 | 12% | 1.50 | 3.07 | 8% | 2.11 | 2.53 | 11% | 1.25 | 3.28 | 6% | 1.32 | 3.25 | 7% | 0.87 | 4.07 | 8% | |
median | 12.14 | 13.44 | 1.23 | 11% | 6.90 | 5.79 | 50% | 11.61 | 1.54 | 14% | 4.33 | 8.25 | 66% | 7.65 | 4.85 | 44% | 2.90 | 9.36 | 75% | 3.44 | 8.76 | 72% | 1.07 | 11.17 | 90% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 16% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 40% | 0.00 | 0.00 | 13% | 0.00 | 0.00 | 61% | 0.00 | 0.00 | 57% | 0.00 | 0.00 | 67% | |
max | 19.11 | 20.59 | 4.66 | 74% | 10.23 | 10.48 | 81% | 16.93 | 3.63 | 68% | 6.73 | 12.93 | 87% | 10.34 | 10.16 | 56% | 5.40 | 14.60 | 87% | 5.64 | 14.37 | 87% | 2.78 | 18.19 | 100% | |
Total | mean | 12.44 | 11.63 | 2.17 | 17% | 9.88 | 3.04 | 22% | 11.02 | 2.32 | 19% | 8.44 | 4.44 | 31% | 9.53 | 3.57 | 25% | 7.96 | 4.67 | 32% | 8.11 | 4.63 | 33% | 1.86 | 10.61 | 78% |
sd | 5.27 | 4.63 | 1.75 | 13% | 3.96 | 2.10 | 12% | 4.48 | 1.83 | 13% | 2.93 | 2.99 | 13% | 3.84 | 2.78 | 13% | 2.99 | 3.01 | 13% | 2.84 | 3.03 | 13% | 1.00 | 5.19 | 14% | |
median | 12.09 | 11.48 | 1.63 | 14% | 9.67 | 2.69 | 21% | 10.97 | 1.77 | 16% | 8.31 | 3.85 | 31% | 9.44 | 2.84 | 25% | 7.68 | 4.27 | 32% | 7.76 | 4.23 | 34% | 1.85 | 10.21 | 80% | |
min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 7% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 10% | 0.00 | 0.00 | 10% | 0.00 | 0.00 | 32% | |
max | 22.33 | 20.64 | 6.43 | 58% | 17.31 | 7.78 | 65% | 19.92 | 6.74 | 60% | 14.01 | 10.76 | 66% | 16.64 | 9.93 | 50% | 13.89 | 11.26 | 66% | 13.80 | 11.40 | 69% | 3.66 | 21.05 | 100% |