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Evaluating Universities A study of Finnish universities is aimed at determining an effi- ciency ranking. Two inputs are used: the university's annual budget and the selectivity rating (for which higher is better). Four outputs are used: the number of graduates (receiving their primary degree), the number of advanced graduates (receiving a post-graduate degree), a progress index (measured against a standard rate of progress toward the corresponding degree), and a completion index (measuring the propensity of students to finish their degree requirements). The data are provided in Table 5.5.
(a) Perform a DEA evaluation for the universities, listing the efficiency for each.
(b) How many of the 20 universities are efficient?
Table 5.5. Data on 20 Finnish Univenitics
ID
Input
outputs
Costs
Inheritances
Rebates
Warrants
Collections
1
9.13
7.525
34.114
21.958
3.840
2
13.60
8.301
23.270
35.966
8.632
3
5.76
10.909
13.392
11527
4.931
4
11.24
16.621
36117
27352
9322
5
15.57
22209
95.776
23.611
12266
6
5.65
1.777
0.156
1.314
39.011
7
21.60
15.107
70.958
54216
10.809
8
857
7.919
48.688
14.032
5.923
9
6.01
7.066
36304
5.445
2.936
10
8.02
8.858
43.610
13.774
4.274
11
9.93
8.999
36.852
23.661
8.151
12
7.90
8.278
45.222
6.191
5327
13
5.13
6.763
18.704
10.630
3340
14
6.42
8.984
13.600
12319
3.752
15
5.94
7.686
25.906
8.242
2.483
16
8.68
7.227
16.965
17381
6174
17
4.86
3.356
23.672
4.298
2.482
18
10.33
8.558
30340
17.770
8405
19
21.97
12.234
92.020
29530
14.763
20
9.70
7.674
41.162
13272
4303
21
634
8.168
16.613
8.264
5.047
22
7.70
7.884
15.749
14.50e
3.034
23
5.99
5.666
27346
3243
3.410
24
5.20
6.923
12.613
3.040
25
636
7.352
23310
5.744
4207
26
8.87
6.456
38.100
9.645
3.093
27
10.71
13.642
23262
14.631
4.631
28
6.49
7.675
17.972
8.269
2.756
29
15.32
15.341
55.415
16361
12330
30
7.00
8.369
14.918
9.883
4328
31
10.50
9.608
37.910
13.493
5.035
32
10.88
10.648
36.962
14248
4.844
33
852
8.967
24.672
11.841
3.753
34
7.61
6.111
31.734
7.657
2.272
35
10.91
9.778
42.725
12.169
4.657
36
9.72
7.713
5.897
14.600
9.251
37
12.63
11.082
41386
16.420
5.647
38
1131
9.066
28.491
16.284
5.962
39
6.22
6.627
14.667
7.703
3.083
Continued
Outputs
Inhaitances
40
5.29
3.958
20416
1.961
1235
41
838
6.538
31.730
8596
4.831
42
13.50
4.769
26.469
20.877
4.170
43
12.60
6.680
30.280
9.085
19.449
44
8.10
8.103
9.708
8334
7302
45
9.67
6.004
19.460
10.708
8.033
46
12.37
11.B3
nsoo
run
6.741
47
9.50
8.674
23542
8.992
3.664
48
11.47
10300
15376
13.740
6.458
49
11.78
12.221
14325
10.100
5.021
50
12.57
10.432
18306
16387
3.924
SI
50.26
32.331
150.000
45.099
19379
52
12.70
9500
22391
14.900
5203
53
13.30
7.530
21.990
14.655
8324
54
5.60
3.727
12.208
5388
2237
55
11.75
5.198
13.280
13.618
7.104
56
8.47
6.149
19.453
6305
3300
57
8.36
5.959
17.110
4.655
3.077
58
11.07
7.247
163341
8.686
6.620
59
10.38
7.761
16.440
6.014
3.313
60
11.83
5.347
12410
12L,38
4.567
61
12.71
6.320
13.632
8330
5.161
62
11.19
6.578
10.900
3323
3.456
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