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Human resources analytics (HRA) can potentially create value and provide a competitive advantage; however, whether and how HRA creates this value has been sparsely explored in scholarly literature. Hence, the purpose of this study is to provide a process-oriented framework for value creation from HRA use by exploring the underlying mechanisms, complementary resources and outcomes.

The study used a qualitative research design as the research question was exploratory. A total of 26 in-depth expert interviews with different organizations were conducted. These interviews were transcribed and coded for emerging themes, which were placed in a temporal sequence of occurrence to derive a process understanding of value creation from HRA. Additionally, validation tests were conducted.

The thematic analysis using NVivo provided qualitative evidence of the value-creating potential of HRA. Further, it unraveled the process of value creation from HRA in the form of problem construction, insight generation, the buy-in of stakeholders and solution implementation. This process resulted in various human resource management (HRM) and organizational outcomes. The analysis also highlighted the significance of three complementary resources, namely data quality, analytical competency and business knowledge.

This study offers guidance for HR executives and business managers to assess the conditions under which HRA can add business value to organizations.

The paper is novel as this is among the first studies to provide evidence of value creation from HRA and identify the underlying mechanism, which has been highlighted as a gap in the literature. Based on resource-based theory and its complementarities perspective, the study makes a valuable contribution to the nascent HRA literature.