Human Resource Analytics as a Moderator of the Relationship between HR Capabilities and Performance: Empirical Evidence in Government Agencies
Keywords:
HR Capabilities, HR Analytics, Organizational PerformanceAbstract
This study aims to analyze the influence of Human Resource (HR) Capabilities on Organizational Performance with HR Analytics as a moderating variable in government agencies in Medan City. The method used is a quantitative approach with the Partial Least Squares Structural Equation Modeling (PLS-SEM) technique using SmartPLS 4.0. The results of the analysis show that HR Capabilities, HR Analytics, and the moderating effect of HR Analytics × HR Capabilities do not significantly influence organizational performance (p > 0.05). The R² value of 0.533 indicates that the model has moderate explanatory power. Meanwhile, the results of the model feasibility test (SRMR = 0.141; NFI = 0.406) indicate that the model is not yet optimally fit. This finding indicates that the implementation of HR Analytics in the public sector is still in its early stages and has not been fully able to convert HR capabilities into improved organizational performance. The implications of this study emphasize the importance of digital readiness and an evidence-based work culture in the public bureaucracy.
References
S. L. Albrecht, A. B. Bakker, and J. A. Gruman, “Human resource capacity and engagement: The foundation for agile organizations,” Human Resource Management Review, vol. 33, no. 2, p. 100957, 2023, doi: 10.1016/j.hrmr.2023.100957.
Pemerintah Kota Medan, “Jadikan Medan Smart City diperlukan upaya kolaboratif.” Portal Resmi Pemerintah Kota Medan. https://portal.medan.go.id/berita/jadikan-medan-smart-city-diperlukan-upaya-kolaboratif__read3421.html
S. A. Tessema, S. Yang, and C. Chen, “The effect of human resource analytics on organizational performance: Insights from Ethiopia,” Systems, vol. 13, no. 2, p. 134, 2025, doi: 10.3390/systems13020134.
Y. Espegren, “Reasons for HR analytics adoption in public sector organisations: Evidence from Swedish public administrations,” Personnel Review, 2024, doi: 10.1108/PR-03-2024-0219.
P. V. S. Kiran, S. Sujitha, and S. Vasantha, “Effect of HR analytics and human capital management on organisational performance,” Journal of Positive School Psychology, vol. 7, no. 3, pp. 1256–1272, 2023. [Online]. Available: https://dialnet.unirioja.es/descarga/articulo/8932156.pdf
J. Barney, “Firm resources and sustained competitive advantage,” Journal of Management, vol. 17, no. 1, pp. 99–120, 1991, doi: 10.1177/014920639101700108.
M. H. Moore, Creating public value: Strategic management in government. Cambridge, MA: Harvard University Press, 1995.
J. M. Bryson, B. C. Crosby, and L. Bloomberg, “Public value governance: Moving beyond traditional public administration and the new public management,” Public Administration Review, vol. 74, no. 4, pp. 445–456, 2014, doi: 10.1111/puar.12238.
D. M. Rousseau, “Is there such a thing as evidence-based management?,” Academy of Management Review, vol. 31, no. 2, pp. 256–269, 2006, doi: 10.5465/amr.2006.20208679.
J. H. Marler and J. W. Boudreau, “An evidence-based review of HR Analytics,” International Journal of Human Resource Management, vol. 28, no. 1, pp. 3–26, 2017, doi: 10.1080/09585192.2016.1244699.
D. Angrave, A. Charlwood, I. Kirkpatrick, M. Lawrence, and M. Stuart, “HR and analytics: Why HR is set to fail the big data challenge,” Human Resource Management Journal, vol. 26, no. 1, pp. 1–11, 2016, doi: 10.1111/1748-8583.12090.
J. F. Hair, G. T. M. Hult, C. M. Ringle, and M. Sarstedt, A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications, 2021.
C. Fornell and D. F. Larcker, “Evaluating structural equation models with unobservable variables and measurement error,” Journal of Marketing Research, vol. 18, no. 1, pp. 39–50, 1981, doi: 10.1177/002224378101800104.
D. J. Teece, “Explicating dynamic capabilities: The nature and microfoundations of (sustainable) enterprise performance,” Strategic Management Journal, vol. 28, no. 13, pp. 1319–1350, 2007, doi: 10.1002/smj.640.
D. Minbaeva, “Disruption in HR analytics: A research agenda,” Human Resource Management Review, vol. 31, no. 4, p. 100747, 2021, doi: 10.1016/j.hrmr.2020.100747.
D. M. Rousseau, “Is there such a thing as evidence-based management?,” Academy of Management Review, vol. 31, no. 2, pp. 256–269, 2006, doi: 10.5465/amr.2006.20208679.
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