Published: 2026-01-01
Deteksi Dini Penentu Kinerja Berbasis Intelektualitas dan Fasilitas
DOI: 10.35870/emt.v10i1.5740
Downloads
Abstract
The shift in the modern work paradigm requires organizations to not only assess performance results but also detect performance potential early on. Individual performance no longer depends solely on personal abilities but also on environmental support and available facilities. A key challenge in human resource management is identifying the factors that determine performance before productivity declines. This study aims to develop an early detection model for performance determinants based on intellectuality and facilities, and to examine the extent to which these two factors contribute to performance simultaneously. The study used a quantitative approach with an explanatory research method through Partial Least Squares Structural Equation Modeling (PLS-SEM) analysis. Data were collected through a questionnaire measuring intellectuality, facilities, and performance indicators using a five-point Likert scale. Data were then analyzed using validity, reliability, R-square, f-square, and bootstrapping tests. The results showed that intellectuality and facilities had a positive and significant effect on performance, with an R-square value of 0.647. Facilities had a slightly greater influence than intellectuality, indicating that facilities support is a key factor in realizing an individual's intellectual potential. The study concluded that early performance detection can be achieved through the integration of intellectual and facility aspects, not just through the evaluation of final results. The novelty of the study lies in a predictive model based on a combination of internal and external factors that can be used as a preventive monitoring system to maintain the stability and effectiveness of organizational performance.
Keywords
Intellectual ; Facility ; Performance ; HR
Article Information
This article has been peer-reviewed and published in the Jurnal EMT KITA. The content is available under the terms of the Creative Commons Attribution 4.0 International License.
-
Issue: Vol. 10 No. 1 (2026)
-
Section: Articles
-
Published: %750 %e, %2026
-
License: CC BY 4.0
-
Copyright: © 2026 Authors
-
DOI: 10.35870/emt.v10i1.5740
AI Research Hub
This article is indexed and available through various AI-powered research tools and citation platforms. Our AI Research Hub ensures that scholarly work is discoverable, accessible, and easily integrated into the global research ecosystem. By leveraging artificial intelligence for indexing, recommendation, and citation analysis, we enhance the visibility and impact of published research.
Nurhasanah Nurhasanah
Program Studi Manajemen, STIE IBMI Medan, Kota Medan, Provinsi Sumatera Utara, Indonesia.
Endang Meiliani
Program Studi MSDM, Universitas Graha Karya Muara Bulian, Kabupaten Batang Hari, Provinsi Jambi, Indonesia.
Asep Suherman
Program Studi Manajemen, Universitas Pamulang, Kota Tangerang Selatan, Provinsi Banten, Indonesia.
Ratnawita Ratnawita
Program Studi S1 Manajemen, Fakultas Manajemen dan Bisnis, Universitas Mitra Bangsa, Kota Jakarta Selatan, Daerah Khusus Jakarta, Indonesia.
Erna Erna
Program Studi Manajemen, Universitas Gajah Putih, Kabupaten Aceh Tengah, Provinsi Aceh, Indonesia.
-
Abubakar, R. (2024). Impact of leadership on sales performance mediated by digital intellectuality and innovation in Aceh Province, Indonesia. Journal of Ecohumanism, 3(7), 5111–5126. https://doi.org/10.62754/joe.v3i7.4619.
-
Bányai, O. (2025). Find the law in your heart: The role of non-local intuition in legal reasoning (pp. 280–289). Taylor and Francis. https://doi.org/10.4324/9781003440871-26.
-
Berlin, Y. (2025). Falling in love with scripture: Intellectuality and emotionality in Lithuanian Haredi Torah study. Religions, 16(5). https://doi.org/10.3390/rel16050613.
-
Bonatesta, A. (2025). Hydraulic science and engineering in academic circles, powers of the state and hydroelectric financial capital (1859-1925). Annali di Storia delle Universita Italiane, 29(1), 99–123. https://doi.org/10.17396/117121.
-
Brunotti, I. (2025). Sensing Swahili aesth-ethics with and through Mzee Farouk Topan’s wor(l)dings. Kervan, 29(2), 87–108. https://doi.org/10.13135/1825-263X/11896.
-
Cazetta, F., & Delfino, L. L. (2024). Lusotropicalism in confrontation with the Afrodiasporic intellectuality: The case of Angola. Topoi (Brazil), 25. https://doi.org/10.1590/2237-101X02505522.
-
Chen, A., Lyu, A., & Lu, Y. (2024). Member’s performance in human–AI hybrid teams: A perspective of adaptability theory. Information Technology and People. https://doi.org/10.1108/ITP-05-2023-0513.
-
Chowdhury, T. A., Naheed, S., & Idrish, S. (2024). Exploring human-centric attributes of smartphone set and their influence on brand advocacy by the customers: Testing the moderating role of gender identity. Journal of Global Marketing, 37(1), 24–41. https://doi.org/10.1080/08911762.2023.2253525.
-
da Silva Pereira, R., & Dos Santos Pereira, A. (2025). Lélia Gonzalez’s critical social theory: Reflections for health sciences. Revista Estudos Feministas, 33(2). https://doi.org/10.1590/1806-9584-2025v33n2105878.
-
Farmer, J. C. (2024). Should female physicians treat male patients (Vol. 4, pp. 3–7). Taylor and Francis. https://doi.org/10.4324/9781003265269-1.
-
Fuentes, F. S. (2024). Characterization of the academic expert community in the Chilean constituent process. Revista Austral de Ciencias Sociales, 2024(46), 183–203. https://doi.org/10.4206/rev.austral.cienc.soc.2024.n46-09.
-
Haiduke, P. R. A. (2025). Em busca da Província Perdida: Marcel Proust and the Nordeste Magazine. Estudos Ibero-Americanos, 51(1). https://doi.org/10.15448/1980-8623.2025.1.46105.
-
Hall, R. (2024). Generative AI and re-weaving a pedagogical horizon of social possibility. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/10.1186/s41239-024-00445-6
-
Hoffmann, T. (2024). ›Attitude figure‹: On the new-right reception of Botho Strauß and his essay Anschwellender Bocksgesang. Deutsche Vierteljahrsschrift fur Literaturwissenschaft und Geistesgeschichte, 98(4), 703–725. https://doi.org/10.1007/s41245-024-00258-5.
-
Jackson, R. P. (2024). Rethinking trajectories of the intellectual: Edward Said and Antonio Gramsci. Notebooks: The Journal for Studies on Power, 4(1), 39–67. https://doi.org/10.1163/26667185-bja10057.
-
Lefranc-Cervo, L. (2025). The artistic nature of the architect’s work in professional debates: The case of the Société des Architectes Modernes (1922-1946). Perspective (France), 1, 1–13.
-
Liu, Y., & Tinmaz, H. (2024). Exploring the Metaverse as the next frontier for a living library experience. Library Hi Tech News, 41(8), 1–5. https://doi.org/10.1108/LHTN-12-2023-0221.
-
Meiliani, E., & Sopian. (2021). Kewenangan Dinas Pekerjaan Umum Pada Dinas PU (Pekerjaan Umum) Kabupaten Muaro Jambi. Citra Ekonomi, 2(1), 34–42.
-
Meiliani, E., & Sopian. (2022). Analisis kepuasan kerja terhadap kinerja karyawan pada Bank 9 Jambi Cabang Muara Bulian. Citra Ekonomi, 3(2), 32–45.
-
Novaes, L. C. N., Silva, D. A., Santos, D. S., Pereira, J. P. D., & Oliveira, M. L. E. M. (2024). Extension project of the virtual laboratory of archaeology and ethnic-racial relations: A decolonial proposal on higher education. Revista de Arqueologia, 37(1), 49–63. https://doi.org/10.24885/sab.v37i1.1152.
-
Oliveira, V., & Euclides, M. S. (2024). Matrilineality is solar: Afroreferenced strengths in Beyoncé. Fronteiras (Brazil), 44, 296–318. https://doi.org/10.36661/2238-9717.2024n44.14254.
-
Pal, A., Gaur, D., Raj, P., Gupta, K., & Tiwari, C. K. (2025). A bibliometric perspective on the role of circular economy in achieving sustainable development goals. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-01570-6.
-
Pardeshi, V. N., Lokhande, T., Mahajan, S. K., & Surana, K. R. (2024). Novel applications of functional foods in brain health (pp. 71–88). Apple Academic Press. https://doi.org/10.1201/9781003395737-4.
-
Rodrigues Nascimento, L. (2024). An ancestral encounter in my grandmother’s cooking: Archaeological reflections on the preparation of okra as a mediator of Afrdiasporic relations. Revista de Arqueologia, 37(1), 64–81. https://doi.org/10.24885/sab.v37i1.1139.
-
Rukiyati, R., Hajaroh, M., Dwiningrum, S. I. A., & Kartika, B. (2025). Assessing religious character among Muslim university students in Yogyakarta, Indonesia. Jurnal Pendidikan Agama Islam, 22(1), 157–174. https://doi.org/10.14421/jpai.v22i1.10927
-
Sajogo, K. B., Sugianto, F., & Yamamoto, A. (2025). Comparative analysis regarding the copyright law on AI-generated art between Indonesian and the United States: Unpacking Indonesian legal framework conundrum. Jurnal Hukum Bisnis Bonum Commune, 8(2), 213–242. https://doi.org/10.30996/jhbbc.v8i2.12883.
-
Şenyurt, A. Y., Gültepe, B., & Kiremitçi-Canıöz, E. (2025). Artists and mate preferences: The effects of being a painter and intellectuality. Empirical Studies of the Arts. https://doi.org/10.1177/02762374251314647.
-
Trisiana, A., & Priyanto, A. (2024). An analysis of the development anti-corruption education in Indonesia through media-based citizenship education using smart mobile civic learning. Cakrawala Pendidikan, 43(1), 166–175. https://doi.org/10.21831/cp.v43i1.60261.
-
Trubnikova, N. V., & Shlenskaya, V. V. (2025). Features of influence marketing technologies in the field of the promotion of higher education institution. In Education in the Asia-Pacific Region (Vol. 75, pp. 187–196). Springer. https://doi.org/10.1007/978-981-96-7376-6_19.
-
Venkatkrishnan, A. (2024). Love in the time of scholarship: The Bhagavata Purana in Indian intellectual history (p. 242). Oxford University Press. https://doi.org/10.1093/oso/9780197776636.001.0001.
-
Zaini, N. A., Sa’ari, C. Z., Abidin, M. S. Z., & Zohdi, A. H. A. (2025). Contributions of Tuan Ḥusayn Naṣīr to intellectual dynamism and heuristic development in Malay society. Journal of Al-Tamaddun, 20(1), 119–132. https://doi.org/10.22452/JAT.vol20no1.9.
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
1. Copyright Retention and Open Access License
Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
2. Rights Granted Under CC BY 4.0
Under this license, readers are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material for any purpose, including commercial use
- No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed
3. Attribution Requirements
All uses must include:
- Proper citation of the original work
- Link to the Creative Commons license
- Indication if changes were made to the original work
- No suggestion that the licensor endorses the user or their use
4. Additional Distribution Rights
Authors may:
- Deposit the published version in institutional repositories
- Share through academic social networks
- Include in books, monographs, or other publications
- Post on personal or institutional websites
Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution.
5. Self-Archiving and Pre-Print Sharing
Authors are encouraged to:
- Share pre-prints and post-prints online
- Deposit in subject-specific repositories (e.g., arXiv, bioRxiv)
- Engage in scholarly communication throughout the publication process
6. Open Access Commitment
This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.