Workload is the interaction between individuals and things that can burden someone in completing work. The workload is divided into physical and mental, where the workload is influenced by individual characteristics and external factors, task demands, and work environment. The prevalence of workload in the province of Central Sulawesi (50.9%) experienced work stress caused by excessive workload. Banggai Regency is one of the regions in the province of Central Sulawesi. The purpose of this study was to find out how individual characteristics and working conditions can affect the mental workload of nurses at the Banggai District Health Center. this study uses the chi-square method. The sample used in this study is a nurse who is actively working at the Banggai District Health Center. The number of samples used is 225 nurses. The sampling technique is the Slovin technique. The measuring tool used is a research questionnaire from NASA TLX. This questionnaire is used to measure the mental workload of nurses at the Banggai District Health Center. Data were analyzed by univariate and bivariate. The results of this study indicate that the mental workload of nurses in Banggai Regency is in the high category (70.2%). The results of the bivariate analysis found that there was a relationship between age, task demands, work environment and the mental workload of nurses at the Banggai District Health Center (p-value 0.000). There is no relationship between gender and the mental workload of nurses at the Banggai District Health Center. The results of the multivariate analysis of age and task demands have a positive effect on workload, while the work environment has a negative effect on workload. The work environment is the most dominant factor affecting the mental workload of nurses at the Banggai District Health Center

Achmad, F., & Farihah, T. (2018). Analisa Beban Kerja Mental Menggunakan Metode NASA Task Load Index (NASA-TLX). 667(62). https://doi.org/10.5281/zenodo.1993970

Ananta, G. P., & Dirdjo, M. M. (2021). Hubungan Antara Beban Kerja DenganKinerja Perawat Di Rumah Sakit Suatu Literature Review (Vol. 2, Issue 2).

Arasyandi, M., & Bakhtiar, A. (2018). Analisa Beban Kerja Mental Dengan Metode NASA TLX Pada Operator Kargo Di PT. DHARMA BANDAR MANDALA (PT. DBM).

Ardiyanti, N., Wahyuni, I., & Jayanti Peminatan Keselamatan dan Kesehatan Kerja Fakultas Kesehatan, S. (2017). Hubungan Beban Kerja Mental Dengan Kelelahan Kerja Pada Tenaga Keperawatan Dan Tenaga Kebidanan Di PUSKESMAS MLATI II SLEMAN YOGYAKARTA (Vol. 5). http://ejournal3.undip.ac.id/index.php/jkm

Elmore, L. C., Jeffe, D. B., Jin, L., Awad, M. M., & Turnbull, I. R. (2016). National Survey of Burnout among US General Surgery Residents. Journal of the American College of Surgeons, 223(3), 440–451. https://doi.org/10.1016/j.jamcollsurg.2016.05.014

Ermi Girsang, K., & Chiuman, L. (2022). Beban Kerja Mental Perawat Dengan Metode Rating Scale Mental Effort (RSME). Jurnal Kesehatan, 5(1).

Erus, B., & Tuncay, B. (2022). Inequalities in the geographical distribution and workload of obstetrics and gynaecology specialists by gender in Turkey. Eastern Mediterranean Health Journal, 28(6), 418–424. https://doi.org/10.26719/emhj.22.037

Fuada, N., Wahyuni, I., Kurniawan Bagian Keselamatan dan Kesehatan Kerja, B., & Kesehatan Masyarakat, F. (2017). Faktor-Faktor Yang Berhubungan Dengan Stres Kerja Pada Perawat Kamar Bedah Di Instalasi Bedah Sentral RSUD K.R.M.T WONGSONEGORO SEMARANG (Vol. 5). http://ejournal3.undip.ac.id/index.php/jkm

Galaiya, R., Kinross, J., & Arulampalam, T. (2020). Factors associated with burnout syndrome in surgeons: A systematic review. In Annals of the Royal College of Surgeons of England (Vol. 102, Issue 6, pp. 401–407). Royal College of Surgeons of England. https://doi.org/10.1308/rcsann.2020.0040

Galanis, P., Vraka, I., Fragkou, D., Bilali, A., & Kaitelidou, D. (2021). Nurses’ burnout and associated risk factors during the COVID-19 pandemic: A systematic review and meta-analysis. In Journal of Advanced Nursing (Vol. 77, Issue 8, pp. 3286–3302). Blackwell Publishing Ltd. https://doi.org/10.1111/jan.14839

Kurnia Kasmarani, M. (2012). Pengaruh Beban Kerja Fisik Dan Mental Terhadap Stres Kerja Pada Perawat Di Instalasi Gawat Darurat (IGD) RSUD CIANJUR (Vol. 1, Issue 2).

http://ejournals1.undip.ac.id/index.php/jkm

Kusgiyanto, Wahyu, & Ekawati. (2017). Analisis Hubungan Beban Kerja, Fisik, Masa Kerja, Usia, dan Jenis Kelamin Terhadap Tingkat Kelelahan Kerja Pada Pekerja Bagian Pembuatan Kulit Lumpia di Kelurahan Kranggan KECAMATAN Semarang Tengah (Vol. 5). http://ejournal3.undip.ac.id/index.php/jkm

Larsson, I. M., Aronsson, A., Norén, K., & Wallin, E. (2022). Healthcare workers’ structured daily reflection on patient safety, workload and work environment in intensive care. A descriptive retrospective study. Intensive and Critical Care Nursing, 68, 103122. https://doi.org/10.1016/J.ICCN.2021.103122

Liang, Y., Wang, H., & Tao, X. (2015). Quality of life of young clinical doctors in public hospitals in China’s developed cities as measured by the Nottingham Health Profile (NHP). International Journal for Equity in Health, 14(1). https://doi.org/10.1186/s12939-015-0199-2

Mahawati, Yuniwati, Ferinia, Rahayu, Fani, Sari, Setijahningsih, Fitriyatinur, Sesilia, Mayasari, Dewi, & Bahri. (2021). 2021-2022 Ganjil Analisis Beban Kerja Full_compressed. In Book.

Mallapiang, F., Putri Nursetyaningsih, D., Syamsiah Adha, A., & Kesehatan dan Keselamatan Kerja FKIK Universitas Islam Negeri Alauddin Makassar, B. (2017). Hubungan Tuntutan Tugas, Tuntutan Peran, Dan Tuntutan Antarpribadi Dengan Stres Kerja Pada Perawat Di Bagian Igd Rumah Sakit Haji Kota Makassar.

Mazur, L. M., Mosaly, P. R., Moore, C., Comitz, E., Yu, F., Falchook, A. D., Eblan, M. J., Hoyle, L. M., Tracton, G., Chera, B. S., & Marks, L. B. (2016). Toward a better understanding of task demands, workload, and performance during physician-computer interactions. Journal of the American Medical Informatics Association, 23(6), 1113–1120. https://doi.org/10.1093/jamia/ocw016

Mohammadian, M., Parsaei, H., Mokarami, H., & Kazemi, R. (2022). Cognitive demands and mental workload: A filed study of the mining control room operators. Heliyon, 8(2). https://doi.org/10.1016/j.heliyon.2022.e08860

Permana, E., Surya Mediawati, A., & Maulana, I. (2020). Beban Kerja Mental, Fisik Dan Waktu Perawat Di Poli RSUD dr. SLAMET GARUT. In Jurnal Kesehatan Kusuma Husada-Juli.

Shah, M. K., Gandrakota, N., Cimiotti, J. P., Ghose, N., Moore, M., & Ali, M. K. (2021). Prevalence of and Factors Associated with Nurse Burnout in the US. JAMA Network Open, 4(2).

https://doi.org/10.1001/jamanetworkopen.2020.36469

Wakerman, J., Humphreys, J., Russell, D., Guthridge, S., Bourke, L., Dunbar, T., Zhao, Y., Ramjan, M., Murakami-Gold, L., & Jones, M. P. (2019). Remote health workforce turnover and retention: What are the policy and practice priorities? In Human Resources for Health (Vol. 17, Issue 1). BioMed Central Ltd. https://doi.org/10.1186/s12960-019-0432-y

Zulkifli, Z., Rahayu, S. T., & Akbar, S. A. (2019). Hubungan Usia, Masa Kerja dan Beban Kerja Dengan Stres Kerja Pada Karyawan Service Well Company PT. ELNUSA TBK Wilayah Muara Badak. KESMAS UWIGAMA: Jurnal Kesehatan Masyarakat, 5(1), 46–61. https://doi.org/10.24903/kujkm.v5i1.831