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Data Collection And Quality Management Essay Preview: Data Collection And Quality Management Report this essay Data Collection and Quality Management Paper Data is collected to learn the effectiveness of a particular tool in preventing defects or to look into the cause of a particular defect (Burrill, Ledolter, p.381 ж1). Data removes the trepidation and uncertainty.