Analitik SDM dan Big Data: Transformasi Manajemen Talenta dan Perencanaan Tenaga Kerja di Ekonomi Digital

Authors

  • Nur Hikmah Handayani Universitas Mulia Balikpapan Author
  • Nayra Shiva Salsadila Universitas Mulia Balikpapan Author
  • Wanti Wulandari Universitas Mulia Balikpapan Author
  • Mada Aditia Wardhana Universitas Mulia Balikpapan Author

DOI:

https://doi.org/10.62180/p2301g18

Keywords:

Digital HR Analytics, Big Data, Talent Management, Workforce Planning, Organizational Agility

Abstract

This article examines the transformative application of HR Analytics and Big Data (BD) in human resource management in the digital era, particularly their impact on the effectiveness of Talent Management (TM) and Workforce Planning (WP). This systematic literature review aims to analyze how ethical constraints, privacy, and algorithmic bias moderate this relationship, and explore strategies for leveraging data to build organizational agility and resilience. The study reveals that while HR Analytics and BD enhance proactivity and accuracy in TM and WP, ​​their effectiveness is significantly moderated by ethical challenges and bias, particularly in resource-constrained environments such as MSMEs and startups. It concludes that realizing the full benefits requires a responsible analytics approach that integrates data governance, bias auditing, and HR literacy. This research provides recommendations for practitioners, policymakers, and a future research agenda.

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References

Ahmić, A., & Ćosić, M. (2025). Digital human resource management influence on the organizational resilience. Organization Management Journal, 22(2), 111–125. https://doi.org/10.1108/OMJ-09-2024-2299

Alexandro, R. (2025). Strategic human resource management in the digital economy era: An empirical study of challenges and opportunities among MSMEs and startups in Indonesia. Cogent Business and Management, 12(1). https://doi.org/10.1080/23311975.2025.2528436

Amalia, D. M., Yolanda, R. P., & Wardhana, M. A. (2025). Hubungan HR Analytics dengan pengambilan keputusan dalam manajemen pengembangan SDM. HUMANUS: Jurnal Sosiohumaniora Nusantara, 3(1), 78–92. https://doi.org/10.62180/67yehq84

Astuti, N. B. (2016). Sikap petani terhadap profesi petani: Upaya untuk memahami petani melalui pendekatan psikologi sosial (Kasus petani di Kecamatan Pauh, Kota Padang). Jurnal Agrisep, 16(1), 59–66.

Bindra, S., Bhattacharya, S., & Bhattacharya, S. (2025). Traditional to digital: Human resource management transformation. Journal of Work-Applied Management.

Di Lauro, S., Tursunbayeva, A., Antonelli, G., & Moschera, L. (2025). Disrupting human resource management with people analytics: A study of applications, value, enablers and barriers in Italy. Personnel Review, 54(2), 697–721. https://doi.org/10.1108/PR-11-2023-0927

Febri Rahmad, A. A., Dewi, N., & Andriani, Y. (2022). Persepsi petani terhadap peran Apkarkusi dalam pemasaran karet sistem lelang. Sorot, 17(3), 157–166. https://doi.org/10.31258/sorot.17.3.157-166

Jimoh, L. A., & Dunmade, E. O. (2025). How organizational learning mediates the nexus between international human resource management and multinational corporation performance. Organization Management Journal, 1–16. https://doi.org/10.1108/omj-03-2025-2491

McCartney, S., & Fu, N. (2022). Bridging the gap: why, how and when HR analytics can impact organizational performance. Management Decision, 60(13), 25-47.

Nurbaiti, B. (2021). HR Analytics: Predicting and enhancing financial performance through human resource data. Atestasi: Jurnal Ilmiah Akuntansi, 4(2), 446–462. https://doi.org/10.57178/atestasi.v4i2.819

Sari, D. R. (2020). Evaluasi program pendidikan dan pelatihan manajemen human resource. E-Jurnal Skripsi Program Studi Teknologi Pendidikan, 458–472.

Sharma, P., Bhattacharya, S., & Bhattacharya, S. (2025). HR analytics and AI adoption in IT sector: Reflections from practitioners. Journal of Work-Applied Management. https://doi.org/10.1108/JWAM-12-2024-0179

Tănăsescu, A., Panait, M., Bucur, C., & Tudorică, B. G. (2025). Decoding ICT trends: Comparative insights into Romania’s economic, employment and innovation dynamics. Business Process Management Journal, 1–30. https://doi.org/10.1108/BPMJ-04-2025-0502

Tursunbayeva, A., Pagliari, C., Di Lauro, S., & Antonelli, G. (2022). The ethics of people analytics: Risks, opportunities and recommendations. Personnel Review, 51(3), 900–921.

Venugopal, M., Madhavan, V., Prasad, R., & Raman, R. (2024). Transformative AI in human resource management: Enhancing workforce planning with topic modeling. Cogent Business and Management, 11(1). https://doi.org/10.1080/23311975.2024.2432550

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Published

2026-01-07

How to Cite

Analitik SDM dan Big Data: Transformasi Manajemen Talenta dan Perencanaan Tenaga Kerja di Ekonomi Digital. (2026). HUMANUS : Jurnal Sosiohumaniora Nusantara, 3(2), 281-293. https://doi.org/10.62180/p2301g18

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