识别人力资源实践中直觉的语言标记

Identifying the linguistic markers of intuition in human resource (HR) practice

Human Resource Management Journal (UK) · 2021
被引 28
ABS 4★

中文导读

本研究通过计算机文本分析,从人力资源从业者对直觉的描述中识别出直觉的语言标记,有助于在招聘、创造力等环节改善决策,对HR实践和AI应用有参考价值。

Abstract

Abstract Intuitions are judgements that arise automatically and non‐consciously. Recognising when intuitive judgements are being used and whether doing so is appropriate is an important skill both for HR practitioners and managers involved in human resource (HR) processes. Because ‘intuiting’ is involuntary and unconscious it is difficult to access, monitor and control, however people can access and articulate their intuitive judgements through the spoken/written word. Identifying ‘linguistic markers’ of intuitions in spoken/written communications could help identify when/how intuition is being used in HR and improve HR practices in areas such as selection (e.g., obviating implicit/unconscious biases) and creativity (e.g., as a source of insights). This research used computerised text analysis (CTA) to identify linguistic markers of intuition based on HR practitioners' descriptions of what happens when they ‘intuit’. We outline implications of these findings for improving HR decision‐making processes and practices and their potential applications in data analytics, AI and machine learning in HR.

人力资源管理认知心理学自然语言处理决策科学