8. Case Study
Tables
Table 4. Calculation Primary indicators of risk
|
P |
I1 |
I2 |
I3 |
I4 |
PIR |
|
P |
I1 |
I2 |
I3 |
I4 |
PIR |
R1 |
0.883 |
7.667 |
9.000 |
3.000 |
1.000 |
6.090 |
R18 |
0.050 |
2.333 |
3.500 |
0.500 |
0.000 |
0.115 |
R2 |
0.133 |
8.667 |
7.833 |
1.833 |
0.833 |
0.882 |
R19 |
0.400 |
2.333 |
5.000 |
0.833 |
0.167 |
1.186 |
R3 |
0.967 |
8.167 |
10.000 |
7.667 |
4.333 |
8.182 |
R20 |
0.500 |
1.167 |
7.000 |
1.167 |
0.167 |
1.688 |
R4 |
0.700 |
3.000 |
9.000 |
8.500 |
2.333 |
4.278 |
R21 |
0.367 |
0.833 |
8.500 |
1.833 |
1.500 |
1.491 |
R5 |
0.233 |
1.667 |
4.667 |
0.333 |
0.667 |
0.598 |
R22 |
0.083 |
1.500 |
7.000 |
1.000 |
1.500 |
0.300 |
R6 |
0.017 |
8.500 |
6.667 |
9.333 |
0.500 |
0.120 |
R23 |
0.017 |
2.000 |
7.667 |
0.500 |
5.667 |
0.073 |
R7 |
0.933 |
8.500 |
9.333 |
7.667 |
4.667 |
7.796 |
R24 |
0.017 |
2.000 |
9.000 |
0.500 |
5.667 |
0.081 |
R8 |
0.933 |
6.667 |
9.167 |
4.667 |
8.000 |
6.982 |
R25 |
0.400 |
5.000 |
4.333 |
4.667 |
1.333 |
1.740 |
R9 |
0.900 |
7.667 |
8.167 |
9.000 |
1.333 |
6.730 |
R26 |
0.400 |
5.333 |
9.000 |
0.667 |
0.833 |
2.272 |
R10 |
0.633 |
7.000 |
7.833 |
7.333 |
1.500 |
4.352 |
R27 |
0.233 |
0.500 |
1.333 |
0.333 |
0.333 |
0.184 |
R11 |
0.667 |
6.333 |
8.000 |
7.000 |
1.333 |
4.419 |
R28 |
0.567 |
7.667 |
7.000 |
3.667 |
2.000 |
3.568 |
R12 |
0.767 |
9.000 |
8.333 |
6.333 |
1.167 |
5.846 |
R29 |
0.700 |
9.667 |
5.667 |
6.667 |
1.000 |
4.797 |
R13 |
0.850 |
6.000 |
8.000 |
4.333 |
1.833 |
5.237 |
R30 |
0.367 |
6.667 |
7.333 |
1.833 |
5.333 |
2.236 |
R14 |
0.733 |
5.667 |
5.000 |
2.667 |
1.000 |
3.325 |
R31 |
0.700 |
5.000 |
10.00 |
1.333 |
0.500 |
4.214 |
R15 |
0.233 |
2.333 |
6.333 |
9.667 |
0.500 |
1.124 |
R32 |
0.400 |
4.667 |
7.667 |
5.667 |
4.667 |
2.399 |
R16 |
0.400 |
7.667 |
7.667 |
5.667 |
3.000 |
2.778 |
R33 |
0.883 |
2.333 |
7.667 |
1.000 |
5.667 |
4.016 |
R17 |
0.150 |
3.000 |
6.333 |
5.000 |
1.167 |
0.666 |
R34 |
0.700 |
2.333 |
7.000 |
3.667 |
4.333 |
3.187 |
Table 5. Decision Matrix
|
PIR |
SIR1 |
SIR2 |
SIR3 |
SIR4 |
SIR5 |
SIR6 |
SIR7 |
SIR8 |
SIR9 |
|
PIR |
SIR1 |
SIR2 |
SIR3 |
SIR4 |
SIR5 |
SIR6 |
SIR7 |
SIR8 |
SIR9 |
R1 |
6.09 |
8.50 |
6.67 |
1.50 |
8.67 |
5.00 |
0.67 |
8.33 |
7.67 |
0.83 |
R18 |
0.12 |
8.33 |
2.67 |
1.00 |
1.33 |
1.33 |
5.67 |
5.67 |
7.67 |
5.67 |
R2 |
0.88 |
9.50 |
9.50 |
1.00 |
0.00 |
0.50 |
7.33 |
9.33 |
9.67 |
5.33 |
R19 |
1.19 |
4.33 |
7.33 |
1.33 |
3.67 |
0.67 |
1.67 |
6.67 |
3.00 |
4.00 |
R3 |
8.18 |
9.33 |
9.50 |
0.67 |
9.83 |
9.33 |
0.00 |
8.00 |
8.83 |
0.83 |
R20 |
1.69 |
7.67 |
5.33 |
1.33 |
2.67 |
5.33 |
3.67 |
7.00 |
8.33 |
4.33 |
R4 |
4.28 |
4.67 |
5.00 |
6.67 |
5.00 |
9.00 |
8.17 |
9.33 |
8.33 |
3.00 |
R21 |
1.49 |
9.00 |
1.00 |
0.67 |
3.67 |
5.67 |
4.67 |
6.00 |
7.33 |
2.67 |
R5 |
0.60 |
3.33 |
1.00 |
1.00 |
2.33 |
2.33 |
9.17 |
9.50 |
9.33 |
8.50| |
R22 |
0.30 |
8.33 |
1.33 |
0.00 |
5.33 |
5.33 |
3.33 |
8.00 |
3.67 |
8.33 |
R6 |
0.12 |
10.00 |
0.83 |
1.00 |
2.33 |
0.50 |
8.50 |
9.67 |
9.00 |
5.00 |
R23 |
0.07 |
4.67 |
0.33 |
0.67 |
0.50 |
1.50 |
9.50 |
8.00 |
9.67 |
8.67 |
R7 |
7.80 |
8.83 |
6.00 |
1.17 |
8.83 |
9.50 |
4.00 |
3.33 |
0.67 |
5.33 |
R24 |
0.08 |
9.33 |
0.33 |
0.17 |
0.50 |
0.50 |
9.50 |
8.00 |
9.67 |
6.33 |
R8 |
6.98 |
5.00 |
9.50 |
1.00 |
8.83 |
9.00 |
7.00 |
4.00 |
1.83 |
4.00 |
R25 |
1.74 |
7.00 |
0.17 |
4.00 |
7.67 |
7.33 |
7.67 |
9.00 |
5.67 |
8.33 |
R9 |
6.73 |
6.67 |
6.00 |
4.33 |
9.17 |
8.83 |
5.33 |
5.67 |
3.33 |
6.33 |
R26 |
2.27 |
3.67 |
0.50 |
0.67 |
6.33 |
7.00 |
7.00 |
3.67 |
8.33 |
7.00 |
R1O |
4.35 |
4.33 |
1.00 |
0.33 |
5.33 |
4.67 |
7.33 |
4.33 |
1.17 |
5.67 |
R27 |
0.18 |
8.00 |
0.17 |
0.33 |
6.00 |
1.00 |
6.00 |
9.00 |
8.00 |
9.50 |
R11 |
4.42 |
9.00 |
3.00 |
7.67 |
6.00 |
5.33 |
8.33 |
8.33 |
9.17 |
8.33 |
R28 |
3.57 |
8.17 |
0.33 |
2.00 |
1.00 |
2.67 |
8.00 |
7.00 |
8.00 |
7.33 |
R12 |
5.85 |
8.00 |
5.33 |
6.33 |
7.67 |
7.67 |
5.67 |
7.67 |
9.17 |
7.67 |
R29 |
4.80 |
6.00 |
1.67 |
3.67 |
7.33 |
9.17 |
5.33 |
7.67 |
8.33 |
6.00 |
R13 |
5.24 |
7.33 |
6.67 |
4.00 |
7.33 |
7.67 |
5.33 |
8.33 |
7.67 |
7.00 |
R30 |
2.24 |
8.83 |
4.67 |
5.33 |
6.67 |
9.00 |
4.67 |
7.33 |
3.67 |
6.67 |
R14 |
3.33 |
5.33 |
7.33 |
2.00 |
5.00 |
6.33 |
4.33 |
7.33 |
8.67 |
4.00 |
R31 |
4.21 |
4.00 |
4.33 |
5.00 |
7.33 |
9.00 |
5.67 |
4.00 |
5.00 |
2.67 |
R15 |
1.12 |
6.67 |
1.67 |
6.33 |
8.17 |
2.33 |
7.67 |
6.67 |
8.17 |
5.00 |
R32 |
2.40 |
6.67 |
7.00 |
6.33 |
5.00 |
6.33 |
7.00 |
6.67 |
8.50 |
7.00 |
R16 |
2.78 |
5.67 |
3.33 |
1.50 |
6.33 |
6.33 |
1.50 |
8.50 |
8.00 |
8.50 |
R33 |
4.02 |
6.67 |
6.67 |
6.00 |
8.50 |
8.83 |
6.00 |
4.67 |
9.67 |
6.00 |
R17 |
0.67 |
1.50 |
4.33 |
1.50 |
2.33 |
1.50 |
4.33 |
7.00 |
8.83 |
8.50 |
R34 |
3.19 |
4.00 |
6.67 |
1.50 |
7.67 |
7.00 |
4.67 |
3.33 |
9.50 |
6.67 |
Table 6. Calculate the total weight of each indicator by combining Opinions of the experts and Shannon Entropy
|
PIR |
SIR1 |
SIR2 |
SIR3 |
SIR4 |
SIR5 |
SIR6 |
SIR7 |
SIR8 |
SIR9 |
Ej |
0.9357 |
0.9841 |
0.9103 |
0.8917 |
0.9512 |
0.9418 |
0.9681 |
0.989 |
0.9752 |
0.9766 |
dj |
0.0643 |
0.0159 |
0.0897 |
0.1083 |
0.0488 |
0.0582 |
0.0319 |
0.011 |
0.0248 |
0.0234 |
W'j |
0.1187 |
0.0822 |
0.0548 |
0.0731 |
0.0457 |
0.0799 |
0.0868 |
0.0639 |
0.0708 |
0.0753 |
Wj |
0.1622 |
0.0278 |
0.1045 |
0.1682 |
0.0473 |
0.0988 |
0.0589 |
0.015 |
0.0373 |
0.0375 |
Table 7. Determining the ranking of risk for each of the indicators
Rank |
PIR |
SIR1 |
SIR2 |
SIR3 |
SIR4 |
SIR5 |
SIR6 |
SIR7 |
SIR8 |
SIR9 |
Rank |
PIR |
SIR1 |
SIR2 |
SIR3 |
SIR4 |
SIR5 |
SIR6 |
SIR7 |
SIR8 |
SIR9 |
1 |
R3 |
R17 |
R2 |
R11 |
R3 |
R7 |
R3 |
R7 |
R7 |
R1 |
18 |
R32 |
R25 |
RSI |
R34 |
R27 |
R21 |
R31 |
R30 |
R4 |
R9 |
2 |
R7 |
R5 |
R3 |
R4 |
R9 |
R3 |
R1 |
R34 |
RIO |
R3 |
19 |
R26 |
R13 |
R16 |
R19 |
RIO |
R11 |
R27 |
R12 |
R20 |
R24 |
3 |
R8 |
R26 |
R8 |
R12 |
R7 |
R29 |
R16 |
R26 |
R8 |
R21 |
20 |
R30 |
R20 |
R11 |
R20 |
R22 |
R20 |
R33 |
R29 |
R26 |
R30 |
4 |
R9 |
R31 |
R14 |
R15 |
R8 |
R4 |
R19 |
R8 |
R19 |
R31 |
21 |
R25 |
R12 |
R18 |
R7 |
R4 |
R22 |
R8 |
R3 |
R29 |
R34 |
5 |
R1 |
R34 |
R19 |
R32 |
R1 |
R8 |
R22 |
R31 |
R9 |
R4 |
22 |
R20 |
R27 |
R15 |
R2 |
R14 |
R1 |
R26 |
R22 |
R32 |
R13 |
6 |
R12 |
RIO |
R32 |
R33 |
R33 |
R30 |
R20 |
RIO |
R22 |
R8 |
23 |
R21 |
R28 |
R29 |
R5 |
R32 |
RIO |
R32 |
R23 |
R14 |
R26 |
7 |
R13 |
R19 |
R1 |
R30 |
R15 |
R31 |
R7 |
R33 |
R30 |
R14 |
24 |
R19 |
R18 |
R22 |
R6 |
R19 |
R28 |
R2 |
R24 |
R3 |
R32 |
8 |
R29 |
R4 |
R13 |
R31 |
R12 |
R9 |
R14 |
R9 |
R31 |
R19 |
25 |
R15 |
R22 |
R5 |
R8 |
R21 |
R5 |
RIO |
R1 |
R17 |
R28 |
9 |
R11 |
R23 |
R33 |
R9 |
R25 |
R33 |
R17 |
R18 |
R25 |
R20 |
26 |
R2 |
RI |
RIO |
R18 |
R20 |
R15 |
R15 |
R11 |
R6 |
R12 |
10 |
RI0 |
R8 |
R34 |
R13 |
R34 |
R12 |
R21 |
R21 |
R21 |
R6 |
27 |
R17 |
R7 |
R21 |
R3 |
R5 |
R17 |
R25 |
R13 |
R11 |
R11 |
11 |
R4 |
R14 |
R7 |
R25 |
R13 |
R13 |
R30 |
R15 |
R1 |
R15 |
28 |
R5 |
R30 |
R6 |
R21 |
R6 |
R23 |
R28 |
R16 |
R12 |
R22 |
12 |
R3I |
R16 |
R9 |
R29 |
R29 |
R25 |
R34 |
R19 |
R13 |
R2 |
29 |
R22 |
R11 |
R26 |
R23 |
R17 |
R18 |
R4 |
R25 |
R5 |
R25 |
13 |
R33 |
R29 |
R12 |
R14 |
R31 |
R26 |
R9 |
R32 |
R18 |
R7 |
30 |
R27 |
R21 |
R23 |
R26 |
R18 |
R27 |
R11 |
R27 |
R34 |
R5 |
14 |
R28 |
R9 |
R20 |
R28 |
R30 |
R34 |
R13 |
R17 |
R16 |
RIO |
31 |
R6 |
R3 |
R24 |
RIO |
R28 |
R19 |
R6 |
R2 |
R2 |
R16 |
15 |
R14 |
R15 |
R4 |
R1 |
R16 |
R14 |
R29 |
R20 |
R27 |
R18 |
32 |
R18 |
R24 |
R29 |
R20 |
R27 |
R23 |
R18 |
R4 |
R23 |
R17 |
16 |
R34 |
R32 |
R30 |
R16 |
R26 |
R16 |
R12 |
R28 |
R28 |
R29 |
33 |
R24 |
R2 |
R25 |
R24 |
R24 |
R6 |
R23 |
R5 |
R24 |
R23 |
17 |
R16 |
R33 |
R17 |
R17 |
R11 |
R32 |
R18 |
R14 |
R15 |
R33 |
34 |
R23 |
R6 |
R27 |
R22 |
R2 |
R24 |
R24 |
R6 |
R33 |
R27 |
Table 8. Part of the allocation matrix
|
Rank 1 |
Rank 2 |
Rank 3 |
Rank 4 |
Rank 5 |
Rank 6 |
Rank 7 |
Rank 8 |
Rank 9 |
Rank 10 |
Rank 11 |
Rank 12 |
Rank 13 |
Rank 14 |
Rank 15 |
R1 |
0.10 |
0.12 |
0.00 |
0.00 |
0.22 |
0.00 |
0.07 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
0.00 |
0.00 |
0.10 |
R2 |
0.07 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.00 |
R3 |
0.33 |
0.28 |
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 |
R4 |
0.00 |
0.10 |
0.00 |
0.11 |
0.10 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
0.16 |
0.00 |
0.00 |
0.00 |
0.07 |
R5 |
0.00 |
0.11 |
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 |
R6 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R7 |
0.29 |
0.16 |
0.06 |
0.00 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.00 |
0.07 |
0.00 |
0.10 |
0.00 |
0.00 |
R8 |
0.00 |
0.00 |
0.33 |
0.15 |
0.11 |
0.10 |
0.00 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R9 |
0.00 |
0.06 |
0.00 |
0.16 |
0.09 |
0.00 |
0.00 |
0.19 |
0.10 |
0.00 |
0.00 |
0.07 |
0.12 |
0.11 |
0.00 |
R10 |
0.00 |
0.09 |
0.00 |
0.00 |
0.00 |
0.19 |
0.00 |
0.00 |
0.00 |
0.16 |
0.00 |
0.00 |
0.00 |
0.10 |
0.00 |
R11 |
0.10 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.16 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R12 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.16 |
0.00 |
0.06 |
0.00 |
0.11 |
0.00 |
0.00 |
0.07 |
0.00 |
0.00 |
R13 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.16 |
0.07 |
0.00 |
0.10 |
0.17 |
0.09 |
0.00 |
0.12 |
0.00 |
R14 |
0.00 |
0.00 |
0.00 |
0.07 |
0.00 |
0.00 |
0.10 |
0.12 |
0.00 |
0.00 |
0.11 |
0.00 |
0.10 |
0.00 |
0.26 |
R15 |
0.00 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.06 |
0.00 |
0.00 |
0.00 |
0.19 |
0.00 |
0.00 |
0.00 |
0.11 |
R16 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.11 |
0.00 |
0.09 |
0.06 |
R17 |
0.11 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
R18 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
0.10 |
R19 |
0.00 |
0.00 |
0.00 |
0.21 |
0.07 |
0.00 |
0.11 |
0.10 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
0.00 |
0.00 |
R20 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.00 |
0.00 |
0.07 |
0.09 |
R21 |
0.00 |
0.00 |
0.10 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.29 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R22 |
0.00 |
0.00 |
0.00 |
0.00 |
0.12 |
0.09 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R23 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
R24 |
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 |
R25 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.16 |
0.00 |
0.10 |
0.11 |
0.00 |
0.00 |
0.00 |
R26 |
0.00 |
0.00 |
0.19 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
R27 |
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 |
0.09 |
R28 |
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 |
0.26 |
0.00 |
R29 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
0.00 |
0.00 |
0.16 |
0.00 |
0.00 |
0.00 |
0.16 |
0.11 |
0.00 |
0.12 |
R30 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.11 |
0.19 |
0.00 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.06 |
0.00 |
R31 |
0.00 |
0.00 |
0.00 |
0.21 |
0.09 |
0.00 |
0.11 |
0.19 |
0.00 |
0.00 |
0.00 |
0.16 |
0.06 |
0.00 |
0.00 |
R32 |
0.00 |
0.00 |
0.00 |
0.00 |
0.10 |
0.07 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.09 |
0.00 |
0.00 |
R33 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.16 |
0.09 |
0.00 |
0.18 |
0.00 |
0.00 |
0.00 |
0.16 |
0.00 |
0.00 |
R34 |
0.00 |
0.09 |
0.00 |
0.00 |
0.11 |
0.00 |
0.00 |
0.00 |
0.00 |
0.13 |
0.00 |
0.12 |
0.00 |
0.11 |
0.00 |
Table 9. Ranking of different risks
Risk |
Rank |
Risk |
Rank |
Risk |
Rank |
Risk |
Rank |
R1 |
7 |
RIO |
17 |
R19 |
19 |
R28 |
25 |
R2 |
28 |
Rll |
12 |
R20 |
23 |
R29 |
11 |
R3 |
2 |
R12 |
6 |
R21 |
24 |
R30 |
13 |
R4 |
8 |
R13 |
10 |
R22 |
27 |
R31 |
5 |
R5 |
30 |
R14 |
14 |
R23 |
32 |
R32 |
16 |
R6 |
33 |
R15 |
20 |
R24 |
34 |
R33 |
9 |
R7 |
3 |
R16 |
18 |
R25 |
21 |
R34 |
15 |
R8 |
4 |
R17 |
26 |
R26 |
22 |
|
|
R9 |
1 |
R18 |
29 |
R27 |
31 |
|
|
Finally, in order to rank the risks of first level (seven risk categories), it can mean less risk ranking category, ranking each study. (Table 10)As observed in the process of securing and providing the lowest risk ranking and win in the study were identified as the most critical risks.Therefore, the company should control the response and reaction of these risks and their management
Table 10. Ranking of seven main risk categories according to the following ranking categories
Risk category |
External risks |
Risks related to procurement and supplier |
Risks related to the supply of products |
Risks related to production process |
Risks related to information systems |
Risks related to the support |
Organizational risks |
Subsidiaries |
R1 to R6 |
R7 to R10 |
R11 to R17 |
R18 to R22 |
R23 to R28 |
R29 to R31 |
R30 to R34 |
Ranking average |
18 |
6.3 |
15.1 |
24.4 |
27.5 |
9.7 |
13.3 |