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Table 8 Blood safety (BS)—health facility 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 2012 2013
Cluster groups Best n = 3 Average n = 8 Poor n = 10 Outlier n = 2 Best n = 8 Average n = 8 Poor n = 11 Outlier n = 12
MOH 731-6 blood safety completeness 69.67 43.75 18.30 100.00 94.88 37.50 15.82 75.75
MOH 731-6 blood safety timeliness 67.00 35.25 14.23 54.00 91.50 30.13 8.18 57.00
Year 2014 2015
Cluster groups Best n = 11 Average n = 10 Poor n = 9 Outlier n = 3 Best n = 8 Average n = 14 Poor n = 6 Outlier n = 2
MOH 731-6 blood safety completeness 95.55 67.60 47.33 97.33 87.38 62.43 22.17 58.00
MOH 731-6 blood safety timeliness 87.95 62.50 40.33 22.33 81.25 45.86 15.17 8.50
Year 2016 2017
Cluster groups Best n = 8 Average n = 9 Poor n = 6 Outlier n = 7 Best n = 8 Average n = 7 Poor n = 6 Outlier n = 4
MOH 731-6 blood safety completeness 94.88 69.56 47.33 27.14 83.25 56.00 26.33 79.25
MOH 731-6 blood safety timeliness 92.79 62.00 40.33 17.86 78.13 54.86 22.33 41.50
Year 2018  
Cluster groups Best n = 2 Average n = 5 Poor n = 3 Outlier n = 3
MOH 731-6 blood safety completeness 85.00 54.00 26.67 66.67     
MOH 731-6 blood safety timeliness 75.00 34.00 26.67 53.33