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            Sources of method bias in social science research and recommendations on how to control it.

            Despite the concern that has been expressed about potential method biases, and the pervasiveness of research settings with the potential to produce them, there is disagreement about whether they really are a problem for researchers in the behavioral sciences. Therefore, the purpose of this review is to explore the current state of knowledge about method biases. First, we explore the meaning of the terms "method" and "method bias" and then we examine whether method biases influence all measures equally. Next, we review the evidence of the effects that method biases have on individual measures and on the covariation between different constructs. Following this, we evaluate the procedural and statistical remedies that have been used to control method biases and provide recommendations for minimizing method bias.
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                Author and article information

                Contributors
                Journal
                European Sport Management Quarterly
                European Sport Management Quarterly
                Informa UK Limited
                1618-4742
                1746-031X
                January 02 2022
                October 12 2021
                January 02 2022
                : 22
                : 1
                : 92-119
                Affiliations
                [1 ]Department of Kinesiology, University of Georgia, Athens, GA, USA
                [2 ]Department of Sport Management, Florida State University, Tallahassee, FL, USA
                [3 ]Department for Health, Faculty of Humanities and Social Sciences, University of Bath, Bath, UK
                [4 ]Sport Policy Unit, Department of Economics, Policy and International Business, Manchester Metropolitan University, Manchester, UK
                Article
                10.1080/16184742.2021.1978519
                f2872fa4-18b2-47a6-b3c4-4e18aaa4b048
                © 2022
                History

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