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Playing with Data—Or How to Discourage Questionable Research Practices and Stimulate Researchers to Do Things Right

Playing with Data—Or How to Discourage Questionable Research Practices and Stimulate Researchers... Recent fraud cases in psychological and medical research have emphasized the need to pay attention to Questionable Research Practices (QRPs). Deliberate or not, QRPs usually have a deteriorating effect on the quality and the credibility of research results. QRPs must be revealed but prevention of QRPs is more important than detection. I suggest two policy measures that I expect to be effective in improving the quality of psychological research. First, the research data and the research materials should be made publicly available so as to allow verification. Second, researchers should more readily consider consulting a methodologist or a statistician. These two measures are simple but run against common practice to keep data to oneself and overestimate one’s methodological and statistical skills, thus allowing secrecy and errors to enter research practice. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Psychometrika Springer Journals

Playing with Data—Or How to Discourage Questionable Research Practices and Stimulate Researchers to Do Things Right

Psychometrika , Volume 81 (1) – Mar 28, 2015

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References (82)

Publisher
Springer Journals
Copyright
Copyright © 2015 by The Psychometric Society
Subject
Psychology; Psychometrics; Assessment, Testing and Evaluation; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law; Statistical Theory and Methods
ISSN
0033-3123
eISSN
1860-0980
DOI
10.1007/s11336-015-9446-0
pmid
25820980
Publisher site
See Article on Publisher Site

Abstract

Recent fraud cases in psychological and medical research have emphasized the need to pay attention to Questionable Research Practices (QRPs). Deliberate or not, QRPs usually have a deteriorating effect on the quality and the credibility of research results. QRPs must be revealed but prevention of QRPs is more important than detection. I suggest two policy measures that I expect to be effective in improving the quality of psychological research. First, the research data and the research materials should be made publicly available so as to allow verification. Second, researchers should more readily consider consulting a methodologist or a statistician. These two measures are simple but run against common practice to keep data to oneself and overestimate one’s methodological and statistical skills, thus allowing secrecy and errors to enter research practice.

Journal

PsychometrikaSpringer Journals

Published: Mar 28, 2015

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