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Table 1 Distribution of rules after the panel review

From: Development and validation of data quality rules in administrative health data using association rule mining

 

Three-digit rules

Four-digit rules

N

388

275

Age group

 0 to 4

52 (13.4%)

43 (15.6%)

 20 to 44

82 (21.1%)

49 (17.8%)

 45 to 64

74 (19.1%)

42 (15.3%)

 ≥65

180 (46.4%)

141 (52.3%)

Number of unique ICD codes

 Right hand side of rules

82

93

 Left hand side of rules

107

84

 Both sides of rules

114

106

Confidence of rules

 0.05 to 0.2

131 (33.8%)

146 (53.1%)

 0.2 to 0.5

158 (40.7%)

89 (32.4%)

 ≥0.5

99 (25.5%)

40 (14.5%)

Support of rules

 0.2 to 1%

205 (52.8%)

165 (60.0%)

 1 to 3%

136 (35.1%)

69 (25.1%)

 ≥3%

47 (12.1%)

41 (14.9%)