Fairness and bias in algorithmic hiring: A multidisciplinary survey

A Fabris, N Baranowska, MJ Dennis, D Graus… - ACM Transactions on …, 2024 - dl.acm.org
Employers are adopting algorithmic hiring technology throughout the recruitment pipeline.
Algorithmic fairness is especially applicable in this domain due to its high stakes and …

[PDF][PDF] Systemic discrimination: Theory and measurement

JA Bohren, P Hull, A Imas - 2022 - aeaweb.org
Disparities by race, gender, and other protected characteristics have been widely
documented in many important settings—such as employment, housing, criminal justice …

Algorithmic harm in consumer markets

O Bar-Gill, CR Sunstein… - Journal of Legal …, 2023 - academic.oup.com
Abstract Machine learning algorithms are increasingly able to predict what goods and
services particular people will buy, and at what price. It is possible to imagine a situation in …

Aversion to hiring algorithms: Transparency, gender profiling, and self-confidence

MP Dargnies, R Hakimov, D Kübler - Management Science, 2024 - pubsonline.informs.org
We run an online experiment to study the origins of algorithm aversion. Participants are in
the role of either workers or managers. Workers perform three real-effort tasks: task 1, task 2 …

Gender equity in hiring: examining the effectiveness of a personality-based algorithm

E Kubiak, MI Efremova, S Baron, KJ Frasca - Frontiers in Psychology, 2023 - frontiersin.org
Introduction Gender biases in hiring decisions remain an issue in the workplace. Also,
current gender balancing techniques are scientifically poorly supported and lead to …

Attitudes of faculty members in Palestinian universities toward employing artificial intelligence applications in higher education: opportunities and challenges

A Omar, AZ Shaqour, ZN Khlaif - Frontiers in Education, 2024 - frontiersin.org
This study aims to identify the level of attitudes of faculty members in Palestinian universities
regarding the opportunities and challenges of employing artificial intelligence applications in …

[PDF][PDF] Female labour force participation

R Heath, A Bernhardt, G Borker, A Fitzpatrick, A Keats… - VoxDevLit, 2024 - voxdev.org
Throughout the world, women's labour force participation is lower than men's. But the gap
between men's and women's labour force participation varies strikingly across regions …

Will Artificial Intelligence Get in the Way of Achieving Gender Equality?

D Carvajal, C Franco, S Isaksson - NHH Dept. of Economics …, 2024 - papers.ssrn.com
The promise of generative AI to increase human productivity relies on developing skills to
become proficient at it. There is reason to suspect that women and men use AI tools …

The impact of technology acceptance and personality traits on the willingness to use AI-assisted hiring practices

C Calluso, MG Devetag - International Journal of Organizational …, 2024 - emerald.com
Purpose This study aims to investigate some individual factors that may positively/negatively
impact upon the willingness to use AI-assisted hiring procedures (AI-WtU). Specifically, the …

Artificial intelligence and debiasing in hiring: Impact on applicant quality and gender diversity

E Awad, L Balafoutas, L Chen, E Ip, J Vecci - Available at SSRN, 2023 - papers.ssrn.com
Abstract The use of Artificial Intelligence (AI) in hiring is becoming increasingly popular, but
little is known about the direct impact of its use on applicant decisions. In a series of novel …