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  2. Publication bias - Wikipedia

    en.wikipedia.org/wiki/Publication_bias

    Publication bias can be contained through better-powered studies, enhanced research standards, and careful consideration of true and non-true relationships. [46] Better-powered studies refer to large studies that deliver definitive results or test major concepts and lead to low-bias meta-analysis.

  3. Funnel plot - Wikipedia

    en.wikipedia.org/wiki/Funnel_plot

    A funnel plot is a scatterplot of treatment effect against a measure of study precision. It is used primarily as a visual aid for detecting bias or systematic heterogeneity. A symmetric inverted funnel shape arises from a ‘well-behaved’ data set, in which publication bias is unlikely. An asymmetric funnel indicates a relationship between ...

  4. Funding bias - Wikipedia

    en.wikipedia.org/wiki/Funding_bias

    Funding bias, also known as sponsorship bias, funding outcome bias, funding publication bias, and funding effect, is a tendency of a scientific study to support the interests of the study's financial sponsor. This phenomenon is recognized sufficiently that researchers undertake studies to examine bias in past published studies.

  5. Reporting bias - Wikipedia

    en.wikipedia.org/wiki/Reporting_bias

    The publication or nonpublication of research findings, depend on the nature and direction of the results. Although medical writers have acknowledged the problem of reporting biases for over a century, [12] it was not until the second half of the 20th century that researchers began to investigate the sources and size of the problem of reporting biases.

  6. Why Most Published Research Findings Are False - Wikipedia

    en.wikipedia.org/wiki/Why_Most_Published...

    In addition to the main result, Ioannidis lists six corollaries for factors that can influence the reliability of published research. Research findings in a scientific field are less likely to be true, the smaller the studies conducted. the smaller the effect sizes. the greater the number and the lesser the selection of tested relationships.

  7. Survivorship bias - Wikipedia

    en.wikipedia.org/wiki/Survivorship_bias

    If sufficiently many scientists study a phenomenon, some will find statistically significant results by chance, and these are the experiments submitted for publication. Additionally, papers showing positive results may be more appealing to editors. [3] This problem is known as positive results bias, a type of publication bias. To combat this ...

  8. Academic publishing - Wikipedia

    en.wikipedia.org/wiki/Academic_publishing

    "Confirmatory bias" is the unconscious tendency to accept reports which support the reviewer's views and to downplay those which do not. Experimental studies show the problem exists in peer reviewing. [38] There are various types of peer review feedback that may be given prior to publication, including but not limited to: Single-blind peer review

  9. Bias (statistics) - Wikipedia

    en.wikipedia.org/wiki/Bias_(statistics)

    Furthermore, another study shows that women are more probable to volunteer for studies than men. [9] Funding bias may lead to the selection of outcomes, test samples, or test procedures that favor a study's financial sponsor. [10] Attrition bias arises due to a loss of participants, e.g., loss of follow up during a study. [11]