Statistical Procedures and the Justification of Knowledge in Psychological Science

@article{Rosnow1989StatisticalPA,
  title={Statistical Procedures and the Justification of Knowledge in Psychological Science},
  author={Ralph L. Rosnow and Robert Rosenthal},
  journal={American Psychologist},
  year={1989},
  volume={44},
  pages={1276-1284}
}
Justification, in the vernacular language of philosophy of science, refers to the evaluation, defense, and confirmation of claims of truth. In this article, we examine some aspects of the rhetoric of justification, which in part draws on statistical data analysis to shore up facts and inductive inferences. There are a number of problems of methodological spirit and substance that in the past have been resistant to attempts to correct them. The major problems are discussed, and readers are… 

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References

SHOWING 1-10 OF 90 REFERENCES
Evidence and scientific research.
This commentary reviews the arguments for and against the use of p-values put forward in the Journal and other forums, and shows that they are all missing both a measure and concept of "evidence."
Statistical Power Analysis and Research Results.
I was most pleased by the recent publication by Brewer, "On the Power of Statistical Tests in the American Educational Research Journal" (1972), and understandably delighted with his heavy reliance,
Social Psychology as History
An analysis of theory and research in social psychology reveals that while methods of research are scientific in character, theories of social behavior are primarily reflections of contemporary
The Unaccountable Element in Science
I hope that it will become clear in the course of this paper what I mean by calling some elements of science unaccountable. Let me now say only that I shall speak of the contributions made to
On the Power of Statistical Tests in the American Educational Research Journal 1
It is almost universally accepted by educational researchers that the power (probability of rejecting Ho when Ho is false, that is, 1-0-) of a statistical test is important and should be substantial.
Publication Decisions and their Possible Effects on Inferences Drawn from Tests of Significance—or Vice Versa
Abstract There is some evidence that in fields where statistical tests of significance are commonly used, research which yields nonsignificant results is not published. Such research being unknown to
Do studies of statistical power have an effect on the power of studies
The long-term impact of studies of statistical power is investigated using J. Cohen's (1962) pioneering work as an example. We argue that the impact is nil; the power of studies in the same journal
Judgment Studies: Design, Analysis, and Meta-Analysis
Because of the complexity of human behaviour a great many research variables must be constructed from the building blocks of human judgement. A teacher's warmth, a psychotherapist's ability to create
Meaning in Context: Is There Any Other Kind?
While the contextual grounding of the meanings of human action and language is vital to our everyday understanding of our own and others' behavior, the importance of context has been largely ignored
THE POWER OF STATISTICAL TESTS
Abstract : The concept of power for statistical tests of hypotheses, and various ideas connected with it, are described and illustrated. The power is given for a number of the common statistical
...
...