ANALYSIS OF WORK ENVIRONMENT MEASUREMENTS AND SPATIAL MAPPING USING ARCGIS IN THE FURNITURE INDUSTRY
DOI:
https://doi.org/10.23969/jp.v11i03.60471Keywords:
Health Risk Assessment, Industrial Hygiene, Physical Factors, ArcGISAbstract
Exposure to physical factors is one of the main problems in the implementation of industrial hygiene, especially in micro, small, and medium-sized furniture enterprises (MSMEs), which often have limited control over their working environments. This study aims to analyze occupational health risks associated with exposure to physical factors and to map the spatial distribution of these risks using a Health Risk Assessment (HRA) approach integrated with Geographic Information Systems (GIS). The study employed an analytical observational design with a mixed-methods approach, incorporating direct measurements of noise, vibration, thermal work climate, and lighting using calibrated industrial hygiene instruments, supported by field observations and interviews. The HRA results indicated that noise constituted the physical hazard with the highest risk level at several workstations, whereas vibration, thermal climate, and lighting were classified as low to moderate risk. Spatial mapping using ArcGIS showed that the highest concentration of risk was located in the wood-cutting area. This study contributes to the development of spatially based industrial hygiene evaluations as a foundation for more targeted and effective occupational safety and health (OSH) control strategies.
Downloads
References
Aprilia, R., Kartika, E., & Nathanael, S. (2024). The influence of work environment, occupational health, and occupational safety on employee productivity (Case study at PT Optima Sinergi Convestama, Semarang City). Jurnal Ilmiah Aset, 26(1), 23–28. https://doi.org/10.37470/1.26.1.233
Badan Standardisasi Nasional. (2004). SNI 16-7061-2004: Measurement of work climate (heat) using wet bulb and globe temperature index. Jakarta: National Standardization Agency of Indonesia.
Badan Standardisasi Nasional. (2017). SNI 8427:2017 Environmental noise level measurement. Jakarta: National Standardization Agency of Indonesia.
Badan Standardisasi Nasional. (2019). SNI 7054:2019 Measurement and evaluation of hand arm vibration exposure in the workplace. Jakarta: National Standardization Agency of Indonesia.
Badan Standardisasi Nasional. (2019). SNI 7062:2019 Measurement of workplace lighting intensity. Jakarta: National Standardization Agency of Indonesia.
Baharuddin, S. R., & Ali, A. M. T. (2025). Utilization of spatial data for identifying occupational accident risks at PT PJM. Jurnal Kesehatan Fatimah, 1(2), 72–77.
Fahmi, U. (1997). Health, safety and environment. Jakarta: Bina Diknakes.
Haqi, D. N. (2010). SEG (Similar Exposure Group) Talk as an alternative solution to improve knowledge and work attitudes (Study among workers in Production Unit I of PT Wiharta Karya Agung in preventing noise hazards) (Doctoral dissertation). Universitas Airlangga.
Hanif, M. G., Asmony, T., & Nururly, S. (2022). The influence of work motivation and work environment on employee performance at the Livestock Service Office of Dompu Regency. Jurnal Pustaka Aktiva, 2(1), 21–28. https://doi.org/10.55382/jurnalpustakaaktiva.v2i1.141
Haryandi, Setiawati, V. R., & Mayasisca. (2020). Implementation of a hearing conservation program in the mining industry as an effort to prevent occupational diseases due to noise exposure: A case study in the grinding process plant area of PT ABC, West Sumbawa, West Nusa Tenggara. Hexagon: Journal of Engineering and Science, 1(2), 1–8.
International Commission on Non-Ionizing Radiation Protection. (2020). Guidelines for limiting exposure to electromagnetic fields (100 kHz to 300 GHz). Health Physics, 118(5), 483–524.
Králiková, R., Lumnitzer, E., Džuňová, L., & Yehorova, A. (2021). Analysis of the impact of working environment factors on employees’ health and wellbeing: Workplace lighting design evaluation and improvement. Sustainability, 13(16), 8816. https://doi.org/10.3390/su13168816
Lajaria, R. T., & Utha, R. (2024). Identification of green job potential as an alternative business opportunity for micro, small, and medium enterprises in the culinary sector in Kendari City. MANDAR: Management Development and Applied Research Journal, 7(1), 102–112. https://doi.org/10.31605/mandar.v7i1.4555
Nabila, A., Fitri, A. M., Buntara, A., & Utari, D. (2020). Analysis of factors associated with hand-arm vibration syndrome complaints among construction workers. Journal of Health Research “Forikes Voice”, 11, 16. https://doi.org/10.33846/sf11nk103
Nugrahaeni, A. (2020). Health risk assessment in the utility area of PT Pertamina Lubricant Production Unit Gresik. The Indonesian Journal of Public Health, 15(2), 224–235. https://doi.org/10.20473/ijph.v15i2.2020.224-235
Nusantara, G. C., & Dewanto, B. G. (2020). Analysis of solar energy potential in three-dimensional building modeling based on OpenStreetMap data (Case study: Universitas Gadjah Mada, Yogyakarta). Elipsoida: Journal of Geodesy and Geomatics, 3(1), 38–45. https://doi.org/10.14710/elipsoida.2020.7757
Parjaman, T., & Akhmad, D. (2019). Mixed-method research approach as a “middle ground” for the quantitative–qualitative dichotomy. Moderat: Jurnal Ilmiah Ilmu Pemerintahan, 5(4), 530–548. http://dx.doi.org/10.25157/moderat.v5i4.3077
Pratama, M. R. A., & Tejamaya, M. (2024). Health risk assessment of benzene, toluene, and xylene chemical exposure among lubricant laboratory workers at PT X. National Journal of Occupational Health and Safety, 5(2), Article 1070. https://doi.org/10.7454/njohs.v5i2.1070
Rizal, R. (2015). Occupational safety and health in industrial environments. Jakarta: Institute for Research and Community Service, Universitas Pembangunan Nasional “Veteran” Jakarta.
Safiu, D., Suryadi, I., Nur, N. H., & Abdillah, M. N. (2023). The effect of noise exposure on stress levels and sleep quality among agro-industry workers in Gowa Regency. Media Publikasi Promosi Kesehatan Indonesia, 6(2), 353–357. https://doi.org/10.56338/mppki.v6i2.3033
Sihaloho, R. D., & Siregar, H. (2020). The influence of the work environment on employee performance at PT Super Setia Sagita Medan. Jurnal Ilmiah Socio Secretum, 9(2), 273–281.
Soeripto, M. (2008). Industrial hygiene. Jakarta: FKUI Publishing.
Sugiyono. (2020). Quantitative, qualitative, and R&D research methods. Bandung: Alfabeta.
Sunaryo, M., & Rhomadhoni, M. N. (2020). Description and control of work climate related to health complaints among workers. Medical Technology and Public Health Journal, 4(2), 171–180. https://doi.org/10.33086/mtphj.v4i2.1635
Tana, L. (2002). Noise-induced hearing loss among steel industry workers in Java Island. Jurnal Kedokteran Trisakti, 21(3).
Thabroni, G. (2022). Qualitative descriptive research methods. Serupa.id.
Wibisono, G., & Despa, D. (2021). Implementation of ArcGIS 10.6 software in wastewater piping projects in West Jambi City Area Package C as information monitoring and database management. Jurnal Profesi Insinyur Universitas Lampung, 2(2), 12–20. https://doi.org/10.23960/jpi.v2n2.60
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Pendas : Jurnal Ilmiah Pendidikan Dasar

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