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Wayne State University Dissertations

2014

Bayesian analysis

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The Road Taken: A Between And Within Subjects Study Of Intervention Selection Decisions By Performance Improvement Professionals, Hillary Leigh Jan 2014

The Road Taken: A Between And Within Subjects Study Of Intervention Selection Decisions By Performance Improvement Professionals, Hillary Leigh

Wayne State University Dissertations

Background: In performance improvement, intervention selection is a complex decision that ought to be based on the best available evidence. Despite this, there is little research into what sources of evidence are used in intervention selection and what changes in belief occur during performance improvement professionals' decisions. Framed in decision theory, this study aims to resolve these problems. Methods: Sixty-one Certified Performance Technologists completed a dynamic, Web-delivered questionnaire where they provided a general assessment of intervention success (Pr1), then responded to 12 performance improvement scenarios; by selecting an intervention, providing a prior probability (Pr2), receiving additional …