Table 7 Socio-economic and livelihood vulnerability index (Principal component analysis for
Eigen value (E)
No. Districts
Component 1
(E1) 3.53
Component 2
(E2) 1.82
Component 3
(E3) 1.32
Composite
index
Rank
1
Yadgiri
−1.4647
−1.2176
0.0553
−1.0952
1
2
Chitradurg
−0.7278
−0.7424
−1.6660
−0.9182
2
3
Raichur
−0.8808
−1.3046
0.0125
−0.8190
3
4
Chamrajnagar
−0.7335
−0.2774
−0.5385
−0.5702
4
5
Chikkaballapura −0.5914
0.3343
−1.5872
−0.5364
5
6
Tumkur
−0.7033
0.6696
−0.9432
−0.3761
6
7
Chikkamagalur
−0.1782
0.0340
−1.4241
−0.3678
7
8
Koppal
−0.4457
−0.6864
0.2939
−0.3644
8
9
Hassan
−0.6769
0.5739
−0.6387
−0.3278
9
10
Bidar
0.2911
−1.5959
−0.0977
−0.3013
10
11
Gulbarga
0.1991
−1.4325
0.1460
−0.2569
11
12
Bellary
−0.1886
−0.7484
0.3989
−0.2247
12
13
Gadag
0.2242
−1.1114
0.2768
−0.1299
13
14
Ramanagara
−0.3164
1.0652
−1.0845
−0.0917
14
15
Davengere
−0.3537
−0.0738
0.5905
−0.0897
15
16
Bagalkot
−0.4631
−0.3315
1.3301
−0.0708
16
17
Haveri
0.1526
−0.4582
−0.1074
−0.0658
17
18
Bijapur
−0.0531
−0.5579
0.8446
−0.0125
18
19
Kolar
−0.2010
1.3257
−1.0409
0.0489
19
20
Kodagu
0.9383
−0.4084
−1.6853
0.0493
20
21
Mandya
−0.6866
1.0867
0.6148
0.0561
21
22
Belgaum
−0.2871
0.2015
1.4086
0.1831
22
23
Shimoga
−0.6208
1.1761
1.1372
0.2191
23
24
Mysore
0.1396
−0.0234
1.4892
0.3632
24
25
Bangalore (R)
0.7940
0.4613
−0.8811
0.3703
25
26
Uttara Kannada
0.3738
0.9583
0.5949
0.5773
26
27
Dharwad
1.1340
−0.7334
1.8957
0.7754
27
28
Udupi
0.5460
1.6941
0.6713
0.8843
28
29
Dakshin
Kannada
0.5001
2.5343
0.5759
1.0705
29
30
Bangalore (U)
4.2800
−0.4116
−0.6419
2.0211
30
Source Based on Census of India 2011, Agricultural Census 2010–11, Directorate of Economics
and Statistics, Ministry of Agriculture, 2008–09, 2009–10 and 2010–11 and Livestock Census
2007
Note Composite Index = E1 * fact1 + E2 * fact2 + E3 * fact3/E1 + E2 + E3
Weight 1 = E1/E1 + E2 + E3, Weight 2 = E2/E1 + E2 + E3, Weight 3 = E3/E1 + E2 + E3
Weight for Factor 1 = 0.528276, Weight for Factor 2 = 0.27304 and Weight for Factor
3 = 0.198683
Socio-economic and Agricultural Vulnerability Across Districts …
183
Eigen value (E)
No. Districts
Component 1
(E1) 3.53
Component 2
(E2) 1.82
Component 3
(E3) 1.32
Composite
index
Rank
1
Yadgiri
−1.4647
−1.2176
0.0553
−1.0952
1
2
Chitradurg
−0.7278
−0.7424
−1.6660
−0.9182
2
3
Raichur
−0.8808
−1.3046
0.0125
−0.8190
3
4
Chamrajnagar
−0.7335
−0.2774
−0.5385
−0.5702
4
5
Chikkaballapura −0.5914
0.3343
−1.5872
−0.5364
5
6
Tumkur
−0.7033
0.6696
−0.9432
−0.3761
6
7
Chikkamagalur
−0.1782
0.0340
−1.4241
−0.3678
7
8
Koppal
−0.4457
−0.6864
0.2939
−0.3644
8
9
Hassan
−0.6769
0.5739
−0.6387
−0.3278
9
10
Bidar
0.2911
−1.5959
−0.0977
−0.3013
10
11
Gulbarga
0.1991
−1.4325
0.1460
−0.2569
11
12
Bellary
−0.1886
−0.7484
0.3989
−0.2247
12
13
Gadag
0.2242
−1.1114
0.2768
−0.1299
13
14
Ramanagara
−0.3164
1.0652
−1.0845
−0.0917
14
15
Davengere
−0.3537
−0.0738
0.5905
−0.0897
15
16
Bagalkot
−0.4631
−0.3315
1.3301
−0.0708
16
17
Haveri
0.1526
−0.4582
−0.1074
−0.0658
17
18
Bijapur
−0.0531
−0.5579
0.8446
−0.0125
18
19
Kolar
−0.2010
1.3257
−1.0409
0.0489
19
20
Kodagu
0.9383
−0.4084
−1.6853
0.0493
20
21
Mandya
−0.6866
1.0867
0.6148
0.0561
21
22
Belgaum
−0.2871
0.2015
1.4086
0.1831
22
23
Shimoga
−0.6208
1.1761
1.1372
0.2191
23
24
Mysore
0.1396
−0.0234
1.4892
0.3632
24
25
Bangalore (R)
0.7940
0.4613
−0.8811
0.3703
25
26
Uttara Kannada
0.3738
0.9583
0.5949
0.5773
26
27
Dharwad
1.1340
−0.7334
1.8957
0.7754
27
28
Udupi
0.5460
1.6941
0.6713
0.8843
28
29
Dakshin
Kannada
0.5001
2.5343
0.5759
1.0705
29
30
Bangalore (U)
4.2800
−0.4116
−0.6419
2.0211
30
Source Based on Census of India 2011, Agricultural Census 2010–11, Directorate of Economics
and Statistics, Ministry of Agriculture, 2008–09, 2009–10 and 2010–11 and Livestock Census
2007
Note Composite Index = E1 * fact1 + E2 * fact2 + E3 * fact3/E1 + E2 + E3
Weight 1 = E1/E1 + E2 + E3, Weight 2 = E2/E1 + E2 + E3, Weight 3 = E3/E1 + E2 + E3
Weight for Factor 1 = 0.528276, Weight for Factor 2 = 0.27304 and Weight for Factor
3 = 0.198683
Socio-economic and Agricultural Vulnerability Across Districts …
183