Standardized Quality Control

摘要

What does good quality control do? 1. checks all data for consistency and accuracy 2. includes and uses a set of consistent quality checks 3. provides an easy-to-understand report on measures of data quality, and reports anomalies found. 4. Operates in an efficient way that optimizes employee time. What Makes a Good QC Environment? 1. Data are sufficiently standardized to allow for automated processing, 2. Tests for data quality are standard and repeatable, 3. Comprehensible quality reports are produced, and acted upon by users.