Machine learning applications to personnel selection: Current illustrations, lessons learned, and future research

MA Campion, ED Campion - Personnel psychology, 2023 - Wiley Online Library
Abstract Machine learning (ML) may be the biggest innovative force in personnel selection
since the invention of employment tests. As such, the purpose of this special issue was to …

The indirect relationship between employee job performance and voluntary turnover: A meta-analysis

Y Liu, R Han, Y Mao, J Xiao - Human Resource Management Review, 2024 - Elsevier
Employee turnover brings lots of negative effects on organizations. Researchers have
investigated why employees quit their jobs and found job performance to be an important …

Artificial intelligence, machine learning, and big data: Improvements to the science of people at work and applications to practice

SE Woo, L Tay, F Oswald - Personnel Psychology, 2024 - Wiley Online Library
Currently, in the organizational research community, artificial intelligence (AI), machine
learning (ML), and big data techniques are being vigorously explored as a set of modern …

[HTML][HTML] Using artificial intelligence in consulting psychology.

LW Norton, AW Howell, JA DiGirolamo… - Consulting Psychology …, 2024 - psycnet.apa.org
The presence of artificial intelligence (AI) and machine learning in consulting psychology is
accelerating. Although consulting psychologists are beginning to understand that AI's …

Furloughed Employees' Voluntary Turnover: The Role of Procedural Justice, Job Insecurity, and Job Embeddedness

F Ballesteros-Leiva, S St-Onge, MÈ Dufour - International Journal of …, 2023 - mdpi.com
During the COVID-19 lockdown period, several employers used furloughs, that is, temporary
layoffs or unpaid leave, to sustain their businesses and retain their employees. While …

[PDF][PDF] A Feature Interaction Based Neural Network Approach: Predicting Job Turnover in Early Career Graduates in South Korea.

H Byeon - International Journal of Advanced Computer Science …, 2024 - saiconference.com
Predicting job turnover among early career university graduates is crucial for both
employees and employers. This study introduced a Feature Interaction based Neural …

Key Trends and Future Research Directions in Recruitment Research, According to AI (Sort of)

DG Allen, JE Slaughter - Essentials of Employee Recruitment, 2024 - taylorfrancis.com
It is apparent from the chapters in this volume that employee recruitment continues to be a
vibrant research domain. The authors have skillfully identified and summarized the ever …

[PDF][PDF] People at Work and Applications to Practice

M Learning, B Data - 2024 - osf.io
Currently in the organizational research community, artificial intelligence (AI), machine
learning (ML), and big data techniques are being vigorously explored as a set of modern …

Unveiling the Benefits, Limitations, and Mitigation of Bias in Artificial Intelligence within Organizational Contexts-A Systematic Review

X Li - 2023 8th International Conference on Modern …, 2023 - atlantis-press.com
This essay offers an extensive discussion of the advantages, drawbacks, and potential
remedies for reducing bias in artificial intelligence (AI) systems used in corporate settings …