Hazard Mapping-Based Fire Emergency Response Training and its Effect on Workers' Knowledge and Skills at TPS3R Batu City, East Java

Authors

  • Gery Hutagaol Department of Public Health, Faculty of Sport Science, Universitas Negeri Malang, Malang, East Java Author
  • Anita Sulistyorini Department of Public Health, Faculty of Sport Science, Universitas Negeri Malang, Malang, East Java Author
  • Supriyadi Supriyadi Department of Sport Coaching Education, Faculty of Sport Science, Universitas Negeri Malang, Malang, East Java Author
  • Agung Kurniawan Department of Medicine, Faculty of Medicine, Universitas Negeri Malang, Malang, East Java Author

DOI:

https://doi.org/10.22437/jkmj.v10i2.53407

Keywords:

Fire Emergency Response , Hazard Mapping , Knowledge, Simulation, Skills

Abstract

Fire is an oxidation process that occurs when three main elements, namely fuel, oxygen, and a heat source, interact, which can cause significant material losses, injuries, and even fatalities. One strategic effort that can be made to minimize its impact is through fire emergency response training, so that workers can handle fires appropriately and effectively. This study aimed to examine the effect of Hazard Mapping-based fire emergency response training on the knowledge and skills of workers at TPS3R in Batu City, East Java. The method used was a quasi-experiment with a pre-test and post-test with a control group design. The research was conducted from October 27, 2025, to November 3, 2025. The sample size of this study consisted of 30 workers, of whom 15 workers from TPS3R Oro-Oro Ombo were assigned to the experimental group, while 15 workers from TPS3R Dadaprejo were assigned to the control group. This study used a questionnaire to measure knowledge and an observation sheet to measure fire emergency response skills among workers. The data were analyzed using the Wilcoxon Signed Rank Test and Mann-Whitney U Test (p < 0.05). The results indicated that the six-day Hazard Mapping-based fire emergency response training intervention had a significant effect on improving the knowledge (p=0.001) and skills (p=0.001) of workers at TPS3R Oro-Oro Ombo in Batu City. Researchers recommend that TPS3R and the Batu City Environmental Agency implement risk control measures through Hazard Mapping and regular occupational safety and health training.

Author Biographies

  • Anita Sulistyorini, Department of Public Health, Faculty of Sport Science, Universitas Negeri Malang, Malang, East Java

    Department of Public Health, Faculty of Sport Science, Malang State University

  • Supriyadi Supriyadi, Department of Sport Coaching Education, Faculty of Sport Science, Universitas Negeri Malang, Malang, East Java

    Department of Sport Coaching Education, Faculty of Sport Science, Malang State University

  • Agung Kurniawan, Department of Medicine, Faculty of Medicine, Universitas Negeri Malang, Malang, East Java

    Department of Medicine, Faculty of Medicine, Malang State University

References

1. Firdayanti E, Septihani N, Apriyanty SA, Suyono AM. Implementation of Occupational Safety and Health (OSH) to Minimize Work Accidents at PT XYZ. Jurnal Ilmiah Teknik dan Manajemen Industri Jurnal Taguchi. 2024 Jul;4(1):132–50. Available from: https://taguchi.lppmbinabangsa.id/index.php/home/article/view/164

2. Nur L, Azzahra A, Marlina S, Putro DS. OSH Risk Analysis Using the Hazard Identification Risk Assessment and Risk Control Method in the Palangka Raya City Roundabout Construction Project. Sustainable Technology Journal [Internet]. 2024;13(02):98–106. Available from: http://jtb.ulm.ac.id/index.php/JTB

3. CTIF. World Fire Statistics. 2024.

4. Annilawati N. Analysis of the Hospital X Disaster Emergency Response System in South Jakarta, 2018. Jurnal Ilmiah Kesehatan Masyarakat. 2019;11(2):147–51. Available from: https://repository.upnvj.ac.id/5904/

5. Muthahhari ZL, Soemirat J, Agustian DP. Analysis of the Implementation of the Fire Emergency Response System at PT X. EnviroSan. 2023 Dec;2(2):70–8. Available from: https://e-journal.ukri.ac.id/envirosan/article/view/398

6. Himawan FA. The Effect of Puzzle-Media Education on Knowledge of Fire Disaster Mitigation Among Children at SDN Beji Timur 1, Depok City, 2024 [Skripsi]. [Jakarta]: STIPKes RSPAD GATOT SOEBROTO; 2025. Available from: https://repository.stikesrspadgs.ac.id/2211/

7. Iqra I, Tahir R. Module- and Simulation-Based Disaster Response Training on Disaster Preparedness Knowledge. Jurnal Kesehatan Manarang. 2022 Aug 20;8(2):82. https://doi.org/10.33490/jkm.v8i2.655

8. Rossler KL, Sankaranarayanan G, Duvall A. Acquisition of Fire Safety Knowledge and Skills With Virtual Reality Simulation. Nurse Educ. 2021 Mar 1;44(2):88–92. https://doi.org/10.1097/nne.0000000000000551

9. Jamal J, Fauzi A, Jading R, Parisma W, Permata H. The Relationship Between Length of Service, Workers' Knowledge, and Availability of Facilities with Fire Emergency Response Preparedness at Shop 1, PT. X, Batam City. Jurnal Liga Ilmu Serantau [Internet]. 2025;2(1):53–61. Available from: https://ojs3.lppm-uis.org/index.php/JLIS

10. Ardhana M, Chaerul M. The Impact of Training on Employee Performance. Yos Soedarso Economics Journal [Internet]. 2024 Dec;6(3):12–5. Available from: https://ejurnal.uniyos.ac.id/index.php/ysej-server/user/register?source=

11. Virgiani B, Aeni W, Safitri S. The Effect of Disaster Preparedness Training Using the Simulation Method on Disaster Preparedness: A Literature Review. Bima Nursing Journal [Internet]. 2022;3(2):156–63. Available from: http://jkp.poltekkes-mataram.ac.id/index.php/bnj/index

12. Darsini, Fahrurrozi, Cahyono EA. Knowledge: A Review Article. Jurnal Keperawatan. 2021 Jan 28;12(1):95–107. Available from: https://e-journal.lppmdianhusada.ac.id/index.php/jk/article/view/96

13. Hasnidar, Sukrang, Fauzan. The Effect of Emergency Training on Improving Knowledge and Skills in Emergency Management Among Students at MAN 2 Palu. Media Publikasi Promosi Kesehatan Indonesia (MPPKI). 2024 Nov 14;7(11):2790–5. https://doi.org/10.56338/mppki.v7i11.6158

14. Irwan I, Nakoe MR. Community-Based Disaster Preparedness Through a Participatory Approach. Jurnal Pengabdian Kesehatan Masyarakat. 2021 May 22;1(1):18–28. https://doi.org/10.37905/jpkm.v1i2.10312

15. Emrich CT, Zhou Y, Aksha SK, Longenecker HE. Creating a Nationwide Composite Hazard Index Using Empirically Based Threat Assessment Approaches Applied to Open Geospatial Data. Sustainability [Internet]. 2022 Feb 25;14(5):1–25. Available from: https://www.mdpi.com/2071-1050/14/5/2685

16. Sawangnate C, Chaisri B, Kittipongvises S. Flood Hazard Mapping and Flood Preparedness Literacy of the Elderly Population Residing in Bangkok, Thailand. Water (Switzerland). 2022 Apr 1;14(8). https://doi.org/10.3390/w14081268

17. Romero Saritama JM, Simaluiza J. From Education to Action: Students as Agents of Forest Fire Prevention. Revista Practicum [Internet]. 2024 Dec 30;9(2):54–68. Available from: https://revistas.uma.es/index.php/iop/article/view/19101

18. Eka Ardhiansyah F, Rizky Ashofa F, Rahmadi Abdullah F, Andrico Purnomo L, Arinta D. Evacuation Route Mapping Through Participatory Mapping as a Tsunami Disaster Mitigation Effort at Jolosutro Beach, Blitar. IJGIS: Indonesian Journal of Geography Information Science [Internet]. 2025 Mar 30;1(1):46–57. Available from: https://ejournal.upi.edu/index.php/IJGIS/index

19. Setiyaningrum TS, Maharani R, Wicaksono H, Febriana AD, Iksan RR, Yeni RI. The Effect of the Simulation Method on Students' Knowledge and Skills in Handling School Emergencies at SMK Kesehatan Fahd Islamic School. MAHESA : Malahayati Health Student Journal [Internet]. 2024 Apr 1;4(4):1392–401. https://doi.org/10.33024/mahesa.v4i4.14154

20. Notoatmodjo S. Health Research Methodology. Rineka Cipta; 2018.

21. Sulistyorini A, Rahfiludin MZ, Suroto S. Determinants of Work Safety Behavior: The Role of Personal Factors Among Food Handlers at Warung Lesehan Malioboro. JST (Jurnal Sains Terapan) [Internet]. 2021 Sep 6;5(2):77–85. https://doi.org/10.32487/jst.v5i2.677

22. Olajubu AO, Komolafe AO, Olajubu TO, Olowokere AE, Irinoye OO. Influence of Structured Training Programme on Healthcare Workers’ Knowledge of Recommended Postnatal Care Services in Nigeria. SAGE Open Nurs [Internet]. 2022 Jan 8;8:1–9. https://doi.org/10.1177/23779608221117387

23. Purwacaraka M, Hidayat S, Erwansyah R, Prasetio O. The Effectiveness of Simulation Methods and Active Learning in Improving Knowledge and Skills on Emergencies and Basic Life Support. Nursing Information Journal. 2025;4(2):100–7. https://doi.org/10.54832/nij.v4i2.942

24. Junaidi A. Emergency Simulation Method for Improving Knowledge and Skills in Handling Emergencies at SMP Negeri 2 Galesong. Media Keperawatan: Politeknik Kesehatan Makassar [Internet]. 2021 Jul 30;10(1):1. Available from: http://journal.poltekkes-mks.ac.id/ojs2/index.php/mediakeperawatan/article/view/976

25. Susanti R, Syahar F, Ramadhan D. Participatory Disaster Potential Mapping and Disaster Mitigation Training for Pokdarwis Payo Nature in Tanah Garam Village, Lubuk Sikarah District, Solok City. Jurnal Pengabdian kepada Masyarakat. 2022;4(1):72–8. Available from: http://sulben.ppj.unp.ac.id/index.php/sulben

26. Irba Salsalbilah A, Hidayat A. The Level of Knowledge, Skill, and Training on Employee Performance at XYZ Hospital in Surabaya. Jurnal E-Bis [Internet]. 2024 Oct 27;8(2):822–32. https://doi.org/10.37339/e-bis.v8i2.1887

27. Supriyadi S, Chamariyah C, Utari W. The Effect of Education, Training, and Teaching Experience Factors on the Professionalism of Teachers at SMA Negeri I Torjun, Sampang Regency. MAP (Jurnal Manajemen dan Administrasi Publik) [Internet]. 2023 Apr 19;6(1):83–92. https://doi.org/10.37504/map.v6i1.508

28. Kapoh W, Liando D, Waleleng G. The Quality of Civil Service Human Resources in Administrative Services at the Pandu Village Office. Jurnal Ilmiah Society [Internet]. 2021;3(20):20–34. Available from: https://ejournal.unsrat.ac.id/v3/index.php/jurnalilmiahsociety/article/view/12439/12011

29. Alanazi A, Nicholson N, Thomas S. The Use of Simulation Training to Improve Knowledge, Skills, and Confidence Among Healthcare Students: A Systematic Review. Internet Journal of Allied Health Sciences and Practice [Internet]. 2021;15(3):1–22. Available from: https://nsuworks.nova.edu/ijahsp/vol15/iss3/2/

30. Siti Azizzah, Agung Kurniawan, Farah Paramita, Septa Katmawanti. The Use of Card Game-Based Educational Media to Improve Balanced Nutrition Knowledge and Attitudes Among Elementary School Students in Mataram City. Jurnal Medika Nusantara [Internet]. 2024 Feb 12;2(1):264–82. https://doi.org/10.59680/medika.v2i1.932

31. Loleh S, Damiti S, Age S. The Effect of Fire Protection Facility Completeness and Emergency Response Simulation on Improving Fire Suppression Skills at Poltekkes Kemenkes Gorontalo. Jambura Journal [Internet]. 2022;4(1):390–6. https://doi.org/10.35971/jjhsr.v4i1.8190

32. Putri K, Porusia M. Factors Associated with Fire Emergency Response Preparedness Among Employees of Perumda Air Minum Tirta Jungporo, Jepara Regency. Health Information : Jurnal Penelitian. 2023;15(2). Available from: https://myjurnal.poltekkes-kdi.ac.id/index.php/hijp/article/view/1202

33. Pal A, Singh CP. Analysing Changes In Shooting Performance: Analysis Of Pre And Post Training Scores. ShodhKosh: Journal of Visual and Performing Arts [Internet]. 2024 Apr 30;5(4):643–9. https://doi.org/10.29121/shodhkosh.v5.i4.2024.2348

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Published

2026-07-31

Issue

Vol. 10 No. 2 (2026): VOLUME 10 - NUMBER 2 - July 2026

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Articles

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Copyright (c) 2026 Gery Hutagaol, Anita Sulistyorini, Supriyadi, Agung Kurniawan (Author)

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