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Catherine Davies; Holly Ingram – Research Evaluation, 2025
As part of the shift towards a more equitable research culture, funders are reconsidering traditional approaches to peer review. In doing so, they seek to minimize bias towards certain research ideas and researcher profiles, to ensure greater inclusion of disadvantaged groups, to improve review quality, to reduce burden, and to enable more…
Descriptors: Resource Allocation, Research, Culture, Probability
Youssef Oulaydi; El Faylali Hanan; Guerss Fatima-Zahra; El Qryefy Mouhcine; Bouhaba Abdelmounaim; Darif Hajar; Youssef El Madhi – Educational Process: International Journal, 2025
Background/purpose: This study investigates the selection process of preservice mathematics and science teachers in Morocco, aiming to assess the perspectives of candidates on the fairness and efficacy of the process. The primary purpose of the study is to explore the challenges and concerns surrounding the criteria used for teacher recruitment.…
Descriptors: Teacher Selection, Preservice Teachers, Mathematics Teachers, Science Teachers
Venessa Singhroy; Rommel Robertson; Kostas Stroumbakis – Numeracy, 2025
In Statistics education, it is crucial to emphasize the foundational significance of random selection, which underpins statistical methodologies and ensures unbiased representation of populations in samples. However, students often struggle to grasp the concept's complexities, leading to challenges in applying random selection methods effectively.…
Descriptors: Community College Students, Community Colleges, Student Diversity, Statistics Education