Measuring Agile Effectiveness: Why This was Harder Than We Thought, and Why That is Important
CARNEGIE-MELLON UNIV PITTSBURGH PA PITTSBURGH United States
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Large volumes of Transactional Data are different from conventional. Transactional Data has some characteristics of Big Data. Observational, uncontrolled, needs Context, Adapted, Merged from Kaiser Fung and William of Occam. Data are observational rather than designed definitions may vary. There are no controls or quasi-controls to test causality. We adapted data collected by different people with different purpose. Get the context for example, identify how users use the tool. Merged data exacerbates the issue of lack of definition and misaligned objectives. We must come to terms with variability of data early on significance does not mean real predictable effects.
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