What is a primary criticism regarding the strict convention of using a p < .05 threshold to reject the null hypothesis?

Critics of the conventional p < .05 significance threshold argue that it is logically flawed because it creates an artificial divide, leading researchers to dismiss a finding of p = .06 while publishing a nearly identical finding of p = .04.

Place the following steps in the correct order to illustrate how the arbitrariness of the p-value threshold ($p < .05$) leads to the 'file drawer problem' in psychological research.

Analyze the consequences of the standard significance threshold by matching each research scenario to the specific logical or systemic critique of the $p < .05$ convention it illustrates.

When a researcher dismisses a result of $p = .06$ as 'not significant' while accepting $p = .04$ as 'significant,' they are relying on a threshold that critics describe as ______ because there is no inherent logical or mathematical reason to prefer $.05$ as the definitive boundary for scientific truth.

Imagine you are tasked with creating a new 'Continuum-Based Reporting' policy for a psychological journal to address the logical flaws inherent in the arbitrariness of the $p$-value threshold. Which of the following submission requirements would best achieve the goal of eliminating the 'artificial divide' mentioned by critics?

Match each term related to the critique of p-value thresholds with its corresponding definition.

A psychologist proposes changing the significance threshold from $p < .05$ to $p < .01$, arguing that this stricter cutoff would resolve the logical problems that critics raise about null hypothesis testing. According to the critique of the arbitrariness of the $p$-value threshold, this proposed change would fully address the core concern.

Critics of null hypothesis testing argue that the $p < .05$ convention misrepresents statistical evidence because it treats probability, which is inherently _____, as though it were a binary, all-or-nothing judgment about whether a result is significant.

A statistics professor wants to present the critique of the $p < .05$ threshold as a logical chain, ordering arguments from the most fundamental flaw to the most far-reaching practical consequence. Evaluate the arguments below and arrange them from most fundamental (1) to most consequential (4).

Explain the primary criticism that critics raise regarding the standard practice of null hypothesis significance testing with a strict threshold of $p < .05$. In your explanation, recall how this threshold affects publication decisions and identify what systemic issue in psychological research is exacerbated by this convention.

Explain how Dr. Smith's decision demonstrates the logical flaws of the rigid $p < .05$ threshold, and describe the systemic impact of this choice on the broader psychological literature.

Suppose a psychology journal implements a new policy that allows researchers to publish studies with $p$-values between $.05$ and $.08$ as 'potentially significant' instead of dismissing them. Apply the critics' arguments about the arbitrariness of the $p < .05$ threshold to explain how this policy change could help mitigate the file drawer problem.