Efficiency Analysis of Healthcare System in Lebanon Using Modified Data Envelopment Analysis
Table 1
Efficiency data.
Years
DMUs
x1
x2
y1
y2
y3
y4
2000
1
10.8616
2.93
74.4317
42
17.1
100
2001
2
10.9044
3
74.9221
39
16.1
100
2002
3
10.0465
3.15
75.4147
36
15.1
100
2003
4
9.30239
3.3
75.9033
33
14.1
200
2004
5
8.90981
3.45
76.3801
30
13.1
200
2005
6
8.41981
3.6
76.8326
27
12.1
200
2006
7
8.83001
3.515
77.2467
24
11.2
200
2007
8
8.90376
3.43
77.6159
23
10.4
200
2008
9
8.07053
3.465
77.9392
21
9.7
200
2009
10
7.42449
3.5
78.2195
20
9.2
200
2010
11
7.19134
3.5
78.4654
19
8.7
200
2011
12
7.12493
3.5
78.6899
18
8.3
200
2012
13
6.99093
3.5
78.9085
17
7.9
200
2013
14
6.63325
3.5
79.1337
16
7.6
200
2014
15
6.39371
3.5
79.3731
16
7.3
200
2015
16
6.27
3.5
79.6286
15
7.1
200
x1: health expenditure, total (% of GDP); x2: hospital beds (per 1,000 people); y1: life expectancy at birth, total (years); y2: maternal mortality ratio (modeled estimate, per 100,000 live births); y3: mortality rate, infant (per 1,000 live births); y4: adults (aged 15+) and children (aged 0–14) newly infected with HIV.
