Detecting Evidential Value and p-Hacking With the p-Curve Tool

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Problems in using p-curve analysis and text-mining to detect rate of p-hacking and evidential value.

Background. The p-curve is a plot of the distribution of p-values reported in a set of scientific studies. Comparisons between ranges of p-values have been used to evaluate fields of research in terms of the extent to which studies have genuine evidential value, and the extent to which they suffer from bias in the selection of variables and analyses for publication, p-hacking. Methods. p-hackin...

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Problems in using p - curve analysis and text - mining to detect rate of p - hacking and evidential value Dorothy

Background. The p-curve is a plot of the distribution of p-values reported in a set of scientific studies. Comparisons between ranges of p-values have been used to evaluate fields of research in terms of the extent to which studies have genuine evidential value, and the extent to which they suffer from bias in the selection of variables and analyses for publication, p-hacking. Methods. p-hackin...

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p-Curve and p-Hacking in Observational Research

The p-curve, the distribution of statistically significant p-values of published studies, has been used to make inferences on the proportion of true effects and on the presence of p-hacking in the published literature. We analyze the p-curve for observational research in the presence of p-hacking. We show by means of simulations that even with minimal omitted-variable bias (e.g., unaccounted co...

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What P - Hacking Really Looks like 1 Running Head : What P - Hacking Really Looks Like

• A submitted manuscript is the author's version of the article upon submission and before peer-review. There can be important differences between the submitted version and the official published version of record. People interested in the research are advised to contact the author for the final version of the publication, or visit the DOI to the publisher's website. • The final author version ...

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ژورنال

عنوان ژورنال: Zeitschrift für Psychologie

سال: 2019

ISSN: 2190-8370,2151-2604

DOI: 10.1027/2151-2604/a000383