Perceptions of fairness: using AI in selection and recruitment
Exploring the use of algorithms in hiring procedures and what impact this has on candidates’ perceptions of fairness
Exploring the use of algorithms in hiring procedures and what impact this has on candidates’ perceptions of fairness
This paper looks at how using algorithms in recruitment can reveal some exciting opportunities but also ethical risks. Understanding candidates’ perceptions on the use of algorithms in recruitment helps businesses mitigate the negative viewpoints and improve candidate experience when using AI to select talent.
Affiliate membership offers instant access to CIPD resources without the need for assessments or study, or explore your options to become a professional member of the CIPD to demonstrate your commitment to the world of work.
Already a member? Login here.
Rebecca joined the CIPD research team in 2019, with experience as both a practitioner and a researcher in health and wellbeing at work. Now, Rebecca’s focus at the CIPD is developing HR practice and capability through research-driven projects. Rebecca has a master’s degree in occupational psychology and applies psychological theory to the workplace to create positive change, where both people and businesses can thrive.
This case study looks at the rollout of an AI writing assistant at a large organisation. It highlights how failing to involve employees and preserve foundational skills creates a trust gap that undermines investment
This case study details steps taken by a not-for-profit membership organisation to navigate towards a collective position on using generative AI
This case study looks at how a strategic innovation company navigated the sector’s structural challenges while introducing an AI tool for maintenance planning
Katie Stickland, CIPD Knowledge Exchange Manager, reviews research that examines how HR departments have utilised digital technology such as AI and analytics
What are the barriers to the adoption of generative AI tools at work and how can they be overcome?
An exploration of how generative AI tools like ChatGPT can be used effectively to support human resource management
Research investigates what factors influence employees’ responses to electronic performance monitoring