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A sample size analysis of the number of reviewers needed to evaluate grant applications reveals that a substantially larger number of evaluators are required to provide the level of precision that is currently mandated.
It is evident that, if the number of evaluators is substantially raised, these discrepancies tend to diminish, and would also enable the analysis using mean values.
However, the scoring system is somewhat subjective due to the limited number of evaluators involved.
The results show no significant difference between the two systems despite the high number of evaluators.
In order to obtain a subjective quality metric, a number of evaluators and controlled test conditions are required.
The underlying theory of consensual assessment by non-experts indicates if a significant number of evaluators (>50) are used then individual rater bias is controlled through statistical power (Amabile 1996).
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Larger numbers of evaluators or users is beneficial to thoroughness [35].
Each evaluator E l holds its share for A(x l ), where l is the number of the evaluators, A masking polynomial M∈Z N [x] s.t.
As a result of JST's promotion activities, the number of female evaluators has increased from 124 in 2012 to 163 in 2016.
By capping the number of options, evaluators are better able to spend more time on each candidate, thus reducing the likelihood that bias will creep in.
Therefore, we estimate σ to be equal to 1. Obviously, a more accurate estimate of the standard deviation can eventually be obtained for each form of application requested by NIH, although it should be clear that a large number of independent evaluators is required to make any estimate of σ reliable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com