Implementasi Pengukuran Kasus Bullying Berbasis Gender Dengan Pendekatan Metode Analytic Network Process Dan Structural Equation Modeling

  • Salma PNua * Mail Universitas Ichsan Gorontalo Utara, Indonesia
  • Sulistiawati Ahmad Universitas Ichsan Gorontalo, Indonesia
  • Muh Salim Universitas Ichsan Gorontalo Utara, Indonesia

Abstract

Bullying in the workplace not only has a negative impact on the individual who is the victim, but also has negative consequences for the organization and witnesses who witnessed the incident. The purpose of the study is to describe the psychological aspects related to bullying in the work environment using a valid theoretical conceptual framework. This study combines the Analytical Network Process (ANP) and Structural Equation Modeling (SEM) approaches to investigate the phenomenon of bullying in the work environment with a focus on the gender dimension. The findings suggest that gender has a significant role in influencing the experience of bullying in the workplace, with significant differences between individuals based on their gender. The integrative models of ANP and SEM successfully identified the complexity of the relationship between related variables such as the strength of interpersonal relationships, gender differences, and organizational policies, while also highlighting the negative impact of bullying on individual psychological well-being and organizational productivity. This study shows that all indicators of bullying behavior in the workplace have a p > value of 0.3 based on the results of confirmatory factor analysis. These indicators are threats to professional status (0.591), threats to individuals (0.538), isolating (0.399), excessive workload (0.649), and acts that cause instability (0.310). These results indicate that each of these factors is significant and relevant in measuring bullying behavior in the work environment.

References

[1] I. P. Sari, A. Febtriko, T. Rahayuningsih, and A. A. Putra, “Integrasi Pendekatan Analytic Network Process Dan Structural Equation Modeling Untuk Pengukuran Bullying Di Tempat Kerja Berbasis Gender Menggunakan Sistem Pakar,” Rabit J. Teknol. dan Sist. Inf. Univrab, vol. 4, no. 2, pp. 99–108, 2019, doi: 10.36341/rabit.v4i2.742.
[2] M. R. Kurniawanda and F. A. T. Tobing, “Analysis Sentiment Cyberbullying In Instagram Comments with XGBoost Method,” IJNMT (International J. New Media Technol., vol. 9, no. 1, pp. 28–34, 2022, doi: 10.31937/ijnmt.v9i1.2670.
[3] P. Yi and A. Zubiaga, “Session-based cyberbullying detection in social media: A survey,” Online Soc. Networks Media, vol. 36, no. May, 2023, doi: 10.1016/j.osnem.2023.100250.
[4] M. Rosander, D. Salin, L. Viita, and S. Blomberg, “Gender Matters: Workplace Bullying, Gender, and Mental Health,” Front. Psychol., vol. 11, no. October, pp. 1–13, 2020, doi: 10.3389/fpsyg.2020.560178.
[5] M. M.Ilyas Gultom and D. Saripurna, “Perancangan Sistem Keamanan Aplikasi E-Voting Untuk Pemilihan Ketua Badan Eksekutif Mahasiswa Fakultas Teknik UISU Dengan Menggunakan Algoritma MD5,” Algoritm. J. Ilmu Komput. Dan Inform., vol. 3, no. 2, p. 70, 2019, doi: 10.30829/algoritma.v3i2.6438.
[6] D. Bunga, “Analisis Cyberbullying Dalam Berbagai Perspektif Teori Viktimologi,” Vyavahara Duta, vol. 14, no. 2, p. 48, 2020, doi: 10.25078/vd.v14i2.1253.
[7] C. Iswanaji, M. Z. Nafi’ Hasbi, F. Salekhah, and M. Amin, “Implementasi Analitycal Networking Process (Anp) Distribusi Zakat Terhadap Pembangunan Ekonomi Masyarakat Berkelanjutan (Study Kasus Lembaga Baznas Kabupaten Jember Jawa Timur),” J. Tabarru’ Islam. Bank. Financ., vol. 4, no. 1, pp. 195–208, 2021, doi: 10.25299/jtb.2021.vol4(1).6681.
[8] M. Abdel-Baset, V. Chang, A. Gamal, and F. Smarandache, “An integrated neutrosophic ANP and VIKOR method for achieving sustainable supplier selection: A case study in importing field,” Comput. Ind., vol. 106, pp. 94–110, 2019, doi: 10.1016/j.compind.2018.12.017.
[9] K. Alhumaid, M. Habes, and S. A. Salloum, “Examining the Factors Influencing the Mobile Learning Usage during COVID-19 Pandemic: An Integrated SEM-ANN Method,” IEEE Access, vol. 9, pp. 102567–102578, 2021, doi: 10.1109/ACCESS.2021.3097753.
[10] I. M. A. Arya Pering, “Kajian Analisis Jalur Dengan Structural Equation Modeling (Sem) Smart-Pls 3.0,” J. Ilm. Satyagraha, vol. 3, no. 2, pp. 28–48, 2020, doi: 10.47532/jis.v3i2.177.
[11] A. Rocha, “ScienceDirect ScienceDirect Application of AHP and ELECTRE I decision-making methods to solve a health and safety problem,” Procedia Comput. Sci., vol. 219, pp. 28–35, 2023, doi: 10.1016/j.procs.2023.01.260.
[12] Endang Widi Winarni and M. P. Prof.Dr. Endang Winarni, Teori dan Praktik Penelitian Kuantitatif, Kualitatif, PTK, R & D. Yogyakarta: Bumi Aksara, 2018.
[13] M. M. Putri, H. Tanjung, and H. Hakiem, “Strategi Implementasi Pengelolaan Cash Waqf Linked Sukuk Dalam Mendukung Pembangunan Ekonomi Umat : Pendekatan Analytic Network Process (Anp),” Al-Infaq J. Ekon. Islam, vol. 11, no. 2, p. 204, 2020, doi: 10.32507/ajei.v11i2.836.
[14] I. Mirawati, A. Suryana, H. Agustin, and M. Hidayat, “Mengembangkan instrumen pengukuran kekerasan komunikasi pada kelompok WhatsApp di lingkungan kerja dosen,” J. Kaji. Komun., vol. 7, no. 2, p. 238, 2019, doi: 10.24198/jkk.v7i2.23357.
[15] L. K. Harahap, “Analisis SEM (Structural Equation Modelling) Dengan SMARTPLS (Partial Least Square),” Fak. Sains Dan Teknol. Uin Walisongo Semarang, no. 1, p. 1, 2018.
[16] Z. Abdussamad, Metode Penelitian Kualitatif. Makassar: CV. Syakir Media Press, 2021.
Dimensions Badge
Published
2024-06-26
How to Cite
PNua, S., Ahmad, S., & Salim, M. (2024). Implementasi Pengukuran Kasus Bullying Berbasis Gender Dengan Pendekatan Metode Analytic Network Process Dan Structural Equation Modeling. Bulletin of Information Technology (BIT), 5(2), 71 - 81. https://doi.org/10.47065/bit.v5i2.1267
Section
Articles