mlsanityData to 14 Oct 2026

Gender differences in research grant allocation -- a mixed picture

arXiv 2205.13641 ↗First posted 26 May 2022stat.AP cs.DLcited by 1

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Abstract (arXiv)

Gender bias in grant allocation is a deviation from the principle that scientific merit should guide grant decisions. However, most studies on gender bias in grant allocation focus on gender differences in success rates, without including variables that measure merit. This study has two main contributions. Firstly, it includes several merit variables in the analysis. Secondly, it includes an analysis at the panel level where the selection process takes place, and this enables to study bias more in-depth at the process level. The findings are: (i) After controlling for merit, a consistent pattern of gender bias was found in the scores: women receive significant lower grades than men do. (ii) The scores are an input into the two-step decision-making process, and this study shows bias against women in the first selection decision where 75% of the applications are rejected, and bias in favor of women in the second (final) selection decision. (iii) At the level of individual panels, the analysis shows a mixed pattern of bias: in some panels the odds for women to receive a grant are lower than for men, whereas in other panels we find the opposite, next to panels with gender-neutral decision making. (iv) In the case under study, at an aggregated level the allocation of grants seems balanced. (v) The mixed pattern at panel level seems to relate characteristics such as the panel composition, and the level of gender stereotyping.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 26 May 2022.

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