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Table 5 Care and Treatment (CRT)—health facility (n) segmentation based on performance clusters

From: Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm

Year

2011

2012

Cluster group

Best n = 20

Average n = 76

Poor n = 254

Outlier n = 4

Best n = 634

Average n = 662

Poor n = 430

Outlier n = 98

MOH 731-3 care and treatment completeness

42.50

21.61

12.49

93.75

90.00

57.90

24.69

84.61

MOH 731-3 care and treatment timeliness

2.09

17.79

2.70

22.93

76.54

46.74

15.29

22.81

Year

2013

2014

Cluster group

Best n = 1063

Average n = 587

Poor n = 217

Outlier n = 219

Best n = 1407

Average n = 554

Poor n = 204

Outlier n = 236

MOH 731-3 care and treatment completeness

97.67

81.29

31.24

90.05

98.67

87.86

34.51

94.53

MOH 731-3 care and treatment timeliness

90.81

59.82

19.79

24.03

92.01

62.55

27.03

24.65

Year

2015

2016

Cluster group

Best n = 1647

Average n = 607

Poor n = 132

Outlier n = 227

Best n = 2171

Average n = 203

Poor n = 86

Outlier n = 416

MOH 731-3 care and treatment completeness

99.00

93.63

35.73

93.96

99.09

76.65

27.22

97.21

MOH 731-3 care and treatment timeliness

94.71

66.06

23.13

25.27

91.13

59.43

16.15

38.87

Year

2017

2018

Cluster group

Best n = 1837

Average n = 750

Poor n = 264

Outlier n = 241

Best n = 1676

Average n = 781

Poor n = 550

Outlier n = 141

MOH 731-3 care and treatment completeness

98.82

92.41

43.10

95.74

86.94

55.13

26.68

71.65

MOH 731-3 care and treatment timeliness

94.22

65.41

32.70

27.61

81.75

50.71

23.26

21.37