Levers of change: using mathematical models to compare gender equity interventions in universities

Type of content
Journal Article
Thesis discipline
Degree name
Publisher
The Royal Society
Journal Title
Journal ISSN
Volume Title
Language
eng
Date
2022
Authors
James, Alex
Brower, Ann
Abstract

Women are under-represented in academic staff in universities worldwide. Our work builds on other studies of 'demographic inertia'. We find that time will not bridge the gender representation gap in academia, and echo others in saying bold actions are required to reach parity. Our work then uses New Zealand's unique system of scoring individual research performance to test empirically which levers universities should pull, and in which combinations. We combine individual research performance scores with 20 years of data from one university to parametrize a rank-structured mathematical model using Leslie matrices. Our model compares three key levers of change at universities' disposal - hiring, promotion and attrition. We apply the model to a bifurcated population of university staff - those with high research activity, and those who are moderately active - based on their national research quality score. We then test levers in various combinations that management could pull to improve gender representation. We find that the solutions are different for the high versus moderate research performers. For individuals with high research activity, universities should concentrate on equitable hiring practices. For those with more moderate research activity, more equitable promotion practices hold the key.

Description
Citation
James A, Brower A (2022). Levers of change: using mathematical models to compare gender equity interventions in universities. Royal Society Open Science. 9(9). 220785-.
Keywords
Leslie matrix, gender equity, management practices
Ngā upoko tukutuku/Māori subject headings
ANZSRC fields of research
Fields of Research::44 - Human society::4405 - Gender studies::440504 - Gender relations
Fields of Research::39 - Education::3903 - Education systems::390303 - Higher education
Fields of Research::39 - Education::3903 - Education systems::390307 - Teacher education and professional development of educators
Rights
All rights reserved unless otherwise stated