Workload Analysis Medical Record Unit at Roemani Muhammadiyah Hospital Semarang 2025 Using the NASA-TLX Method
DOI:
https://doi.org/10.59485/jtemp.v6i2.137Keywords:
workload, medical record, NASA-TLX, WWL, hospitalAbstract
The Medical Records Unit plays a crucial role in ensuring the completeness and accuracy of patient information in hospitals. A high workload in this unit can impact Performance and service quality. One of the factors that triggers workload is the transition process from a manual system to Electronic Medical Records (EMR), as occurred at Roemani Muhammadiyah Hospital in Semarang City. This study aims to analyze the workload level of Medical Records Unit staff using the NASA-TLX method, which assesses six dimensions: Mental Demand, Physical Demand, Temporal Demand, Performance, Effort, and Frustration Level. This study design was cross-sectional with a total sampling of six respondents from the Filling, Coding, and Assembling Units. Data were collected using the NASA-TLX questionnaire and analyzed based on the rating score and weighting of each dimension. The results of the study show the average value per dimension, namely: Mental Demand (MD) 480, Physical Demand (PD) 464, Temporal Demand (TD) 420, Performance (P) 440, Effort 420, and Frustration (F) 280. The total overall score is 2,504, with a final NASA-TLX score of 78.25, which is classified as a high workload category. The dominant dimension contributing to the workload is Performance (P). These results are expected to be a reference for hospitals in evaluating work systems and supporting the welfare of staff during the digitalization transition period.
Downloads
References
Azwar, A. (2010). Pengantar administrasi kesehatan. Jakarta: Binarupa Aksara.
Peraturan Menteri Kesehatan Republik Indonesia Nomor 24 Tahun 2022 tentang Rekam Medis. Jakarta: Kementerian Kesehatan; 2022.
Kementrian Kesehatan Republik Indonesia. (2021). Cetak Biru Strategi Transformasi Digital Kesehatan 2024. Jakarta: Kementrian Kesehatan RI
Y. R. W. D. Utami, Analisis Perbandingan Beban Kerja Petugas Rekam Medis Menggunakan Metode NASA-TLX Sebelum dan Sesudah Penerapan Rekam Medis Elektronik di RSUD Kanjuruhan. Skripsi, 2022
Hart, S.G., & Staveland, L.E. (1988). Development of NASA-TLX: Results of Empirical and Theoretical.
Susetyo, J., Simanjuntak, R. A., & Wibisono, R. C. Pengaruh Beban Kerja Mental Dengan Menggunakan Metode NASA TASK LOAD INDEX (TLX)
RS Roemani Muhammadiyah Semarang. Profil RS Roemani Muhammadiyah Semarang. https://rsroemani.com/rv2/tentang-kami/
Hidayatunikmah N, Ardyanto YD. Hubungan usia, masa kerja, dan beban kerja mental dengan kelelahan kerja (studi pada pekerja workshop PT.X)
Rahmawati R. Pengaruh Usia dan Jenis Kelamin terhadap Tingkat Technostress: Studi Empiris pada 40 Responden. Jurnal Pendidikan dan Pembelajaran Khatulistiwa. 2023;1(1):xx–xx.
Kurnia A, Kusumawati RR, Baidun A. The Mental Workload of Managerial Employees at PT. X: Do gender, age and length of service matter? In: Proceedings of the 3rd International Conference on Psychology and Health Issues (ICoPHI 2024), Padang, West Sumatera, Indonesia; EAI Publishing; 2025.
Sanyuti, Nuranisah A. Analisis Risiko Kesehatan dan Keselamatan Kerja (K3) Petugas Rekam Medis di Rumah Sakit Bhayangkara Bondowoso [Undergraduate thesis]. Jember: Politeknik Negeri Jember; 2024.
Rahmawati R. Pengaruh Usia dan Jenis Kelamin terhadap Tingkat Technostress: Studi Empiris pada 40 Responden. Jurnal Pendidikan dan Pembelajaran Khatulistiwa. 2023
Sanyuti, Nuranisah A. Analisis Risiko Kesehatan dan Keselamatan Kerja (K3) Petugas Rekam Medis di Rumah Sakit Bhayangkara Bondowoso [Undergraduate thesis]. Jember: Politeknik Negeri Jember; 2024.
Kementerian Kesehatan Republik Indonesia. (2013). Peraturan Menteri Kesehatan Republik Indonesia Nomor 55 Tahun 2013 tentang Penyelenggaraan Rekam Medis. Jakarta: Kementerian Kesehatan RI.
Yusuf, Y., Jusni, & Nurqamar, I. F. (2023). Pengaruh konflik peran ganda, beban kerja, dan lingkungan kerja terhadap stres kerja karyawan perempuan.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 MEDIKA TRADA

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.









