Pengaruh Praktik Pengelolaan SDM Dan Budaya Organisasi Terhadap Kinerja Karyawan: Mediasi Pemanfaatan HR Analytics (Studi Kasus pada Tenaga Kependidikan Perguruan Tinggi di Kota X)
DOI:
https://doi.org/10.59086/jam.v5i1.1318Keywords:
praktik pengelolaan SDM, budaya organisasi, HR Analytics, Kinerja Karyawan, SLR, Tenaga KependidikanAbstract
Metode yang digunakan adalah Systematic Literature Review (SLR) dengan panduan pelaporan PRISMA 2020. Pencarian artikel dilakukan melalui Web of Science, ScienceDirect, SpringerLink, dan Google Scholar dengan kata kunci terkait HRM practices/HPWS, organizational culture, HR analytics/people analytics, dan employee performance. Dari proses seleksi, ditemukan 20 artikel awal dan 15 studi yang memenuhi kriteria untuk dianalisis. Hasil kajian menunjukkan bahwa praktik pengelolaan SDM dan budaya organisasi umumnya berdampak positif pada kinerja karyawan. Dampak praktik SDM terlihat lebih kuat ketika praktik tersebut diterapkan sebagai sistem yang saling mendukung, bukan program yang berdiri sendiri. Budaya organisasi yang mendukung konsistensi, adaptasi, keterlibatan, dan orientasi layanan juga cenderung meningkatkan kinerja. Selain itu, HR Analytics berpotensi menjadi mediator karena membantu organisasi membuat keputusan SDM berbasis data mulai dari mengenali masalah, menentukan intervensi yang tepat, hingga mengevaluasi hasilnya. Namun, bukti empiris tentang peran mediasi ini masih terbatas dan belum konsisten, terutama karena perbedaan definisi dan indikator HR Analytics antar studi. Penelitian dalam konteks perguruan tinggi juga masih sedikit, sehingga diperlukan studi empiris lanjutan pada tenaga kependidikan dengan menggabungkan data survei dan data organisasi.
Work environments are becoming increasingly digital, pushing organizations to manage human resources more strategically and with evidence-based approaches. This study synthesizes prior evidence on how HRM practices and organizational culture influence employee performance, and examines the potential mediating role of HR Analytics, with a focus on implications for higher education administrative staff in City X. A Systematic Literature Review (SLR) was conducted and reported in line with PRISMA 2020. Literature was searched in Web of Science, ScienceDirect, SpringerLink, and Google Scholar using keywords related to HRM practices/HPWS, organizational culture, HR analytics/people analytics, and employee performance. The screening process identified 20 records, of which 15 studies met the inclusion criteria and were synthesized. The review indicates that HRM practices and organizational culture generally have a positive relationship with employee performance. The impact of HRM practices appears stronger when practices are implemented as an integrated, mutually reinforcing system rather than as isolated initiatives. A culture that supports consistency, adaptability, employee involvement, and service orientation is also associated with better performance. HR Analytics may mediate these relationships by enabling data-driven HR decision-making helping organizations identify problems, target interventions, and evaluate outcomes. However, empirical evidence remains limited and fragmented due to varying definitions and measurement indicators of HR Analytics across studies. Research in higher education settings is still scarce, highlighting the need for further empirical testing among administrative staff by combining survey data with organizational data.
Downloads
References
Angrave, D., Charlwood, A., Kirkpatrick, I., Lawrence, M., & Stuart, M. (2016). HR and analytics: Why HR is set to fail the big data challenge. Human Resource Management Journal, 26(1), 1–11.
Awadh, A. M., & Saad, A. M. (2013). Impact of organizational culture on employee’s performance. International Review of Management and Business Research, 2(1), 168–175.
Bowen, D. E., & Ostroff, C. (2004). Understanding HRM–firm performance linkages: The role of the “strength” of the HRM system. Academy of Management Review, 29(2), 203–221. https://doi.org/10.5465/amr.2004.12736076
Combs, J., Liu, Y., Hall, A., & Ketchen, D. (2006). How much do high-performance work practices matter? A meta-analysis of their effects on organizational performance. Personnel Psychology, 59(3), 501–528. https://doi.org/10.1111/j.1744-6570.2006.00045.x
Davenport, T. H., & Harris, J. G. (2007). Competing on analytics: The new science of winning. Harvard Business Press.
Denison, D. R., & Mishra, A. K. (1995). Toward a theory of organizational culture and effectiveness. Organization Science, 6(2), 204–223. https://doi.org/10.1287/orsc.6.2.204
Hendaryan, D., & Yulianti, D. (2018). Pengaruh budaya organisasi dan lingkungan kerja terhadap kinerja karyawan PT. Surya Sahabat Utama (Dealer Suzuki) Bandung. Jurnal Manajemen dan Bisnis (ALMANA), 2(1), 1–16.
Huselid, M. A. (1995). The impact of human resource management practices on turnover, productivity, and corporate financial performance. Academy of Management Journal, 38(3), 635–672.
Jiang, K., Lepak, D. P., Hu, J., & Baer, J. C. (2012). How does human resource management influence organizational outcomes? A meta-analytic investigation of mediating mechanisms. Academy of Management Journal, 55(6), 1264–1294. https://doi.org/10.5465/amj.2011.0088
Kotter, J. P., & Heskett, J. L. (1992). Corporate culture and performance. Free Press.
Lawler, E. E., III, Levenson, A., & Boudreau, J. W. (2004). HR metrics and analytics: Uses and impacts. Center for Effective Organizations, University of Southern California.
Margherita, A. (2022). Human resources analytics: A systematization of research topics and directions for future research. Human Resource Management Review, 32(2), 100795. https://doi.org/10.1016/j.hrmr.2020.100795
Marler, J. H., & Boudreau, J. W. (2017). An evidence-based review of HR analytics. The International Journal of Human Resource Management, 28(1), 3–26. https://doi.org/10.1080/09585192.2016.1244699
McCartney, S., & Fu, N. (2022). Bridging the “why”, “what” and “how” gap between HR analytics and organisational performance: A research agenda. Management Decision, 60(13), 25–47. https://doi.org/10.1108/MD-12-2020-1581
Ogbonna, E., & Harris, L. C. (2000). Leadership style, organizational culture and performance: Empirical evidence from UK companies. The International Journal of Human Resource Management, 11(4), 766–788.
Rony, Z. T. (2025). Buku Model Kompetensi Perguruan Tinggi. Deepublish. (ISBN 978-634-01-1961-9).
Rony, Z. T., Lestari, T. S., Ismaniah, Yasin, M., & Lubis, F. M. (2023). The complexity of leadership competence in universities in the 21st century. Cogent Social Sciences, 9(2), 2276986.
Schein, E. H. (2010). Organizational culture and leadership (4th ed.). Jossey-Bass.
Stirpe, L., Trullen, J., & Bonache, J. (2022). Retaining an aging workforce: The effects of high-performance work systems and job satisfaction on employees’ engagement and performance. European Management Journal, 40(2), 295–305.
Tamimi, M., Soetjipto, B. E., Sopiah, & Kurniawan, D. T. (2022). Budaya organisasi dan kinerja karyawan: Systematic literature review. Husnayain Business Review, 2(2), 11–21. https://doi.org/10.54099/hbr.v2i2.100
Van den Heuvel, S., & Bondarouk, T. (2017). The rise (and fall?) of HR analytics: A study into the future application, value, structure, and system support. Journal of Organizational Effectiveness: People and Performance, 4(2), 157–178. https://doi.org/10.1108/JOEPP-03-2017-0022.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Vandri Hotdotua M, Zahara Tussoleha Rony

This work is licensed under a Creative Commons Attribution 4.0 International License.
This is an open-access journal. All works are published under the Creative Commons license CC-BY which means that all content is freely available at no charge to the user or his/her Institution. Users are allowed to read, download, copy, write, improve, and create derivative creation even for other lawful purposes, this license permits anyone to, as long as they cite and license the derivative creation under similar terms

This work is licensed under a Creative Commons Attribution 4.0 International License.
Most read articles by the same author(s)
- Dannies Permata Putri, Zahara Tussoleha Rony, Praktik HRM Berbasis Artificial Intelligence dan Rekrutmen Inklusif Terhadap Kinerja Karyawan di Sektor Publik: Systematic Literature Review (SLR) , Balance : Jurnal Akuntansi dan Manajemen: Vol. 5 No. 1 (2026): April 2026
- Jhon Nevry Damanik, Zahara Tussoleha Rony, Systematic Literature Review: Pengaruh Praktik Pengelolaan Sumber Daya Manusia, Insentif Kerja, dan Fleksibilitas Kerja terhadap Kinerja Karyawan , Balance : Jurnal Akuntansi dan Manajemen: Vol. 5 No. 1 (2026): April 2026