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. 2018 Apr 13;6(1):3. doi: 10.5334/egems.199

Table 3.

Data Quality Results, Descriptive Statistics for Data Completeness Checks.

Baseline Refresh Final Refresh

DataMarts* Min Median Max DataMarts* Min Median Max

Data Check 3.01 Diagnosis records per encounter, N
Ambulatory encounters 60 0.00 2.17 100.16 64 0.77 2.08 6.14
Inpatient encounters 59 0.00 6.92 46.99 59 1.11 9.62 45.97
Emergency Department encounters 53 0.00 3.26 12.54 58 0.00 3.37 12.62
ED to inpatient encounters 14 0.55 14.19 51.24 20 2.84 15.47 77.41
Data Check 3.02 Procedure records per encounter, N
Ambulatory encounters 59 0.00 1.07 166.10 64 0.00 1.56 8.32
Inpatient encounters 58 0.00 4.42 173.90 59 0.00 10.14 173.18
Emergency Department encounters 52 0.00 1.36 16.66 58 0.00 3.47 16.66
ED to inpatient encounters 14 0.41 20.77 158.62 20 0.45 41.54 159.05
Data Checks 3.03 and 3.04 Missing or unknown values, % of records
Birth date 64 0.00 0.00 82.51 64 0.00 0.00 8.51
Sex 64 0.00 0.04 6.00 64 0.00 0.04 5.82
Diagnosis type 64 0.00 0.00 17.85 64 0.00 0.00 1.82
Procedure type 63 0.00 0.00 100.00 64 0.00 0.00 100.00
Vital source 62 0.00 0.00 100.00 62 0.00 0.00 100.00
Race 64 0.67 27.20 86.43 64 0.69 21.94 86.09
Discharge disposition, institutional encounters 59 0.00 24.41 100.00 59 0.00 3.48 100.00
Principal diagnoses, institutional encounters 58 0.00 0.00 100.00 59 0.00 0.00 100.00

*The number of DataMarts varies by measure because of the data available in each DataMart. The number of DataMarts for a given measure may vary between the baseline and final refresh if network partners added, removed, or reclassified the data in the DataMart. ED = emergency department.