2013
DOI: 10.1080/10508422.2012.728472
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Ethical Issues and Guidelines for Conducting Data Analysis in Psychological Research

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Cited by 14 publications
(13 citation statements)
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“…Failure to do so introduces unnecessary error variance into data, which reduces statistical power and the likelihood of detecting meaningfully sized effects (Maniaci & Rogge, 2014). It should be noted that such carelessness and/or incompetence, whilst not representing research misconduct, may still be considered unethical (Wasserman, 2013).…”
Section: Discussionmentioning
confidence: 99%
“…Failure to do so introduces unnecessary error variance into data, which reduces statistical power and the likelihood of detecting meaningfully sized effects (Maniaci & Rogge, 2014). It should be noted that such carelessness and/or incompetence, whilst not representing research misconduct, may still be considered unethical (Wasserman, 2013).…”
Section: Discussionmentioning
confidence: 99%
“…Accordingly, it is deemed inappropriate to collect (primarily quantitative) data, run a number of statistical tests, see which hypotheses are supported by the data, and then describe the hypotheses as if they were formulated before data collection. This is sometimes referred to as a fishing expedition or as HARKing (hypothesizing after the results are known; Wasserman, 2013) and represents a clear ethical violation for many. This is the case for good reason.…”
Section: The Importance Of Developing and Changing Research Questionsmentioning
confidence: 99%
“…This is the case for good reason. Running a large number of statistical tests (especially if these are exploratory rather than confirmatory; Wasserman, 2013) increases the likelihood of type I error rates (Simmons et al, 2011;Bakker et al, 2012). The American Statistical Association states that "Running multiple tests on the same data set at the same stage of an analysis increases the chances of obtaining at least one invalid result.…”
Section: The Importance Of Developing and Changing Research Questionsmentioning
confidence: 99%
“…Another example is that the use of the Internet to conduct studies, instead of in person, may present new ethical challenges in ensuring that research par ticipants have given informed consent and have been adequately debriefed (see Pittenger, 2003). There are even ethical concerns about the use of new complex statistical techniques because of the possibility that psychologists who lack a thorough understanding may misapply them, or perpetrate other irregularities in data analysis that lead to erroneous conclusions (see Wasserman, 2013). We have highlighted only a few examples in order to demonstrate the pervasive ness of ethical concerns in contemporary psy chology, and the possibility that today's "ethics mindset" might be coloring our interpretations of the Little Albert study.…”
Section: Why This Should Matter To Historians Of Psychologymentioning
confidence: 99%