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Table 3 HIV testing and counselling (HTC)-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 = 0

Average n = 177

Poor

n = 556

Outlier n = 9

Best n = 1206

Average n = 1301

Poor

n = 794

Outlier n = 528

MOH 731-1 HTC completeness

0.00

24.49

13.07

91.67

90.08

55.30

25.68

86.75

MOH 731-1 HTC timeliness

0.00

16.63

2.91

21.30

80.47

45.65

16.11

46.17

Year

2013

2014

Cluster group

Best n = 3219

Average n = 806

Poor n = 437

Outlier n = 427

Best n = 3837

Average n = 568

Poor n = 297

Outlier n = 615

MOH 731-1 HTC completeness

96.73

68.77

32.96

89.86

98.18

73.07

33.75

95.94

MOH 731-1 HTC timeliness

89.55

57.33

21.63

43.00

92.96

62.42

23.02

54.06

Year

2015

2016

Cluster group

Best n = 3916

Average n = 1172

Poor n = 296

Outlier n = 282

Best n = 4376

Average n = 362

Poor n = 205

Outlier n = 1089

MOH 731-1 HTC completeness

99.40

88.30

34.57

93.09

99.34

69.15

31.47

91.29

MOH 731-1 HTC timeliness

96.33

71.71

27.45

33.45

95.89

51.07

20.29

74.04

Year

2017

2018

Cluster group

Best n = 3698

Average n = 1164

Poor n = 338

Outlier n = 1143

Best n = 3403

Average n = 1334

Poor n = 899

Outlier n = 1026

MOH 731-1 HTC completeness

97.98

64.47

32.69

94.20

88.48

52.68

26.87

77.35

MOH 731-1 HTC timeliness

93.92

57.04

23.59

64.33

86.93

48.84

22.98

64.65