Out of above, correctness and completeness can directly be monitored and measured using bug tracking mechanisms. And, it is responsibility of both, developers and testers to make sure that these sub characteristics are complied. Developers achieve it by writing good unit tests, and test engineers achieve it by doing various different form of testing.
From metrics perspectives, defect density is the area to look at on regular basis, if you are doing software development using agile methodologies. Defect density across multiple sprints would help you regulate the software code compliance with requirement specifications.
From software quality metrics, Usability can be measured in terms of cyclomatic complexity of the code.
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