skip to main content

PENGARUH FAKTOR INDIVIDU DAN KUALITAS FISIK UDARA TERHADAP PRODUKTIVITAS PETUGAS DI RSIA X PROBOLINGGO, JAWA TIMUR

*Serlly Frida Drastyana orcid scopus  -  STIKES Yayasan RS Dr Soetomo, Indonesia
Diah Wijayanti Sutha  -  STIKES Yayasan RS Dr Soetomo, Indonesia
Anif Prasetyorini  -  STIKES Yayasan RS Dr Soetomo, Indonesia
Emilya Indahyati  -  STIKES Yayasan RS Dr Soetomo, Indonesia

Citation Format:
Abstract

Poor hospital environmental quality will affect staff members' well-being and productivity. The aim of this study was to examine how individual variables and physical air quality affected workers' productivity at RSIA X Probolinggo, East Java. This study used a cross-sectional design and was an analytical observational study. The research was carried out between July and September of 2025. All staff members working in RSIA X's maternity and pediatric wards made up the study population. Some staff members from RSIA X's maternity and pediatric departments comprised the study's sample. Simple random sampling was the method employed. Work productivity was the dependent variable, while the independent variables were temperature, airflow velocity, air humidity, illumination, education, work motivation, and sick building syndrome. Multiple linear regression was used for data analysis. The results of this study show that the majority of employees were bachelor's degree holders (S1), had modest Sick Building Syndrome symptoms, and were moderately motivated and productive at work. The RSIA maternity and children's wards had air largely in compliance with quality criteria for temperature, airflow velocity, humidity, and illumination. While indoor humidity affects work productivity, indoor air quality (temperature, lighting, and airflow velocity) has no influence. Work motivation and Sick Building Syndrome symptoms affect productivity, whereas education does not.

 

Keywords: hospital; productivity; indoor air quality; individual factors

Note: This article has supplementary file(s).

Fulltext View|Download |  Surat Keterangan Etik Penelitian
Surat Keterangan Etik Penelitian
Subject
Type Surat Keterangan Etik Penelitian
  Download (531KB)    Indexing metadata
Email colleagues
Keywords: hospital; productivity; indoor air quality; individual factors

Article Metrics:

  1. Republik Indonesia. Undang-Undang Republik Indonesia Nomor 17 Tahun 2023 Tentang Kesehatan. Republik Indonesia. Jakarta: Rebuplik Indonesia; 2023. p. 1–300
  2. Kementerian Kesehatan. Peraturan Menteri Kesehatan Republik Indonesia Nomor 66 tahun 2016 tentang Keselamatan dan Kesehatan Kerja Rumah Sakit. Kementerian Kesehatan Republik Indonesia. Jakarta: Ministry of Health Republic Indonesia; 2016
  3. Kementerian Kesehatan. Peraturan Menteri Kesehatan Republik Indonesia Nomor 40 Tahun 2022. Jakarta: Kementerian Kesehatan RI; 2022. p. 1–290
  4. Rizqiyah H, Minerva D, Putri N. Faktor Risiko Sick Building Syndrome. J Agromedicine Unila. 2018;5(2):638. Available from: https://juke.kedokteran.unila.ac.id/index.php/agro/article/view/2126/0
  5. Licina D, Yildirim S. Occupant satisfaction with indoor environmental quality, sick building syndrome (SBS) symptoms and self-reported productivity before and after relocation into WELL-certified office buildings. Build Environ. 2021;204(July):1–12. Available from: https://doi.org/10.1016/j.buildenv.2021.108183
  6. Fajrin AG. Pengaruh Intensitas Pencahayaan Dan Lama Kerja Terhadap Keluhan Kelelahan Mata Pada Tenaga Administrasi RSUD Haji Provinsi Jawa Timur. STIKES Yayasan RS Dr Soetomo; 2023. Available from: https://repository.stikes-yrsds.ac.id/id/eprint/568/
  7. Drastyana SF, Silvia Catalan Ambag, Ningrum LDW, Diah Wijayanti Sutha. The Impact of Sick Building Syndrome and Physical Air Quality on Staff Productivity in the Hospital’s Outpatient Room of Rumah Sakit Umum Daerah Haji Indonesia. J Kesehat Lingkung [Internet]. 2024;16(2):144–52. Available from: https://doi.org/10.20473/jkl.v16i2.2024.144-152
  8. Fata R. Hubungan Pengalaman Kerja dengan Produktivitas Kerja Karyawan di Perusahaan Fortuna Industri Plastic Pasuruan. 2013. Available from: http://etheses.uin-malang.ac.id/1839/
  9. Niza IL, de Souza MP, da Luz IM, Broday EE. Sick building syndrome and its impacts on health, well-being and productivity: A systematic literature review. Indoor Built Environ. 2024 Feb 25;33(2):218–36. Available from: https://doi.org/10.1177/1420326X231191079
  10. Samsudin S. Manajemen Sumber Daya Manusia. Bandung: Pustaka Jaya; 2015
  11. Sunyoto D. Manajemen dan Pengembangan Sumber Daya Manusia. Yogyakarta: Center for Academic Publishing Service; 2015
  12. Burge PS. Sick building syndrome. Occup Environ Med. 2004;61(2):185–90. Available from: 10.1136/oem.2003.008813
  13. Mawarni FM, Lestari M, Windusari Y, Andarini D, Camelia A, Nandini RF, et al. Keluhan Sick Building Syndrome di Gedung PT. X. J Kesehat Lingkung Indones. 2021;20(1):39–46. Available from: https://doi.org/10.14710/jkli.20.1.39-46
  14. Sutrisno edy. Manajemen Sumber Daya Manusia. kedelapan. Jakarta: Prenadamedia Group; 2018
  15. Lee K, Lee D. The relationship between indoor and outdoor temperature in two types of residence. In: Energy Procedia. 2015. p. 2851–6. Available from: https://doi.org/10.1016/j.egypro.2015.11.647
  16. Kuurola P, Schreck T, Fedorik F, Haverinen-Shaughnessy U. Indoor humidity in Finnish schools in cold seasons. In: 17th International Conference on Indoor Air Quality and Climate, INDOOR AIR 2022. 2022. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159219906&partnerID=40&md5=df38480ef61e8c9e67bc1b3bb1e8f92f
  17. Azhar Ulfa V, Asnifatima A, Fathimah A. Faktor – Faktor Yang Berhubungan Dengan Kejadian Sick Building Syndrome (SBS) Pada Karyawan RSIA Pasutri Bogor Tahun 2020. J Mhs Kesehat Masy [Internet]. 2022;5(5):428–34. Available from: https://dx.doi.org/10.32832/pro.v5i5.8493
  18. Ginting DB, Santosa I, Trigunarso SI. Pengaruh Suhu, Kelembaban Dan Kecepatan Angin Air Conditioner (AC) Terhadap Jumlah Angka Kuman Udara Ruangan. J Anal Kesehat. 2022;11(1):44
  19. Dewi WC, Raharjo M, Wahyuningsih NE. Literatur Review : Hubungan Antara Kualitas Udara Ruang Dengan Gangguan Kesehatan Pada Pekerja. An-Nadaa J Kesehat Masy [Internet]. 2021;8(1):88. Available from: https://dx.doi.org/10.31602/ann.v8i1.4815
  20. Sen S, Nielsen T, Nielsen E, Pryds O, Cortes D. LED virtual windows are valuable in windowless consultation rooms. Dan Med J [Internet]. 2018;65(9). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059797908&partnerID=40&md5=a27c11d1320a9dea92d6fc68dacfe906
  21. Aghajari S, Chen C-C. The Effectiveness of Lighting Design for Improved Patient Care Considering Energy Conservation †. Eng Proc. 2024;55(1). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85186485809&doi=10.3390%2Fengproc2023055091&partnerID=40&md5=80fc51a5fc6c4a5aff4ddb73b39ea125
  22. Zhang M, Zhang S, Ban Q. Study on the Design of Interior Lighting for the Environmental Satisfaction of Patients in Wards. In: Lecture Notes in Civil Engineering. 2024. p. 107–17. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189546690&doi=10.1007%2F978-981-99-7965-3_10&partnerID=40&md5=c9d348f901cf8203a831e676ece70cbb
  23. Christianson CD, Baylis JB, Komisar V, Brinkerhoff J. Quantifying Ventilation Design, Room Layout, and Occupant Activity Parameters during Aerosol-Generating Medical Procedures in Hospitals. Indoor Air [Internet]. 2023;2023. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179010908&doi=10.1155%2F2023%2F6641824&partnerID=40&md5=a28002caecba4f30f2a09cd2df4c2d78
  24. Ju F-L, Liu L. Requirements for outdoor air in hospital wards in China. Sci Technol Built Environ. 2018;24(10):1150–5. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054856635&doi=10.1080%2F23744731.2018.1479592&partnerID=40&md5=69a8a8c0edf79da31fe35a226ce57e33
  25. Diawara B, Osumi K. Education and job complexity levels. Int Rev Econ. 2010;57(4):361–8. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-78649910684&doi=10.1007%2Fs12232-010-0109-2&partnerID=40&md5=21d839f5a9711940f3837da890e23892
  26. Pan Z, Wang Y, Liu Z. Over-Education, Job Satisfaction, and Intention to Quit: Evidence from China. Soc Indic Res. 2025;176(1):287–307. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208097709&doi=10.1007%2Fs11205-024-03462-0&partnerID=40&md5=90ef0174c97906c34041d5b1efd6dacd
  27. Marginson S. Limitations of human capital theory* . Stud High Educ. 2019;44(2):287–301. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027036247&doi=10.1080%2F03075079.2017.1359823&partnerID=40&md5=968e1b252c192155c0a0630fa28ea14b
  28. Zubairy NFAA, Mozie NM, Ghazali N. Work environment and training transfer: The moderating effects of motivation. In: Proceedings of 2014 2nd International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2014. 2015. p. 194–9. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84922807222&doi=10.1109%2FTIME-E.2014.7011617&partnerID=40&md5=61a3965c17b286e76be502a875c4735a
  29. De Ibarrola M. Rethinking the relationship between education and work: A reflection based on different research done in Mexico. Cad CEDES. 2014;34(94):367–83. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84923644863&doi=10.1590%2FS0101-32622014000300006&partnerID=40&md5=b4625bbcee442988d2228837c0bd3303
  30. Teichler U. Education and Employment. In: International Encyclopedia of the Social & Behavioral Sciences: Second Edition. 2015. p. 127–31. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85043433717&doi=10.1016%2FB978-0-08-097086-8.92059-2&partnerID=40&md5=ef82cba22a09cbef15998cd021d8d024
  31. Coronel VJ, Díaz-Roldán C. Government Expenditure, Education, and Productivity in the European Union: Effects on Economic Growth. Economics. 2024;18(1). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193789365&doi=10.1515%2Fecon-2022-0081&partnerID=40&md5=de6659d73e776157e6436e775247d1cb
  32. Page G, Tolmie J. Physical working environments: how they affect our wellbeing and performance. In Pract. 2024;46(3):152–6. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189523106&doi=10.1002%2Finpr.420&partnerID=40&md5=4f2af66f3e23d3c8ee2c0a8563e9d49a
  33. Hiyasat R, Sosa M, Ahmad L. Use of work-space at home under COVID-19 conditions in the UAE. Eng Constr Archit Manag. 2023;30(8):3142–59. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85139527803&doi=10.1108%2FECAM-10-2021-0857&partnerID=40&md5=0dd194146041768ff52b85fc2d1e3d22
  34. Kinman G, Griffin M. Psychosocial factors and gender as predictors of symptoms associated with sick building syndrome. Stress Heal [Internet]. 2008;24(2):165–71. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-42549134467&doi=10.1002%2Fsmi.1175&partnerID=40&md5=cebb346fd1e37cc2b72ff12e582e2dc8
  35. Joshi S. The sick building syndrome. Indian J Occup Environ Med. 2008;12(2):61–4. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-53749098318&doi=10.4103%2F0019-5278.43262&partnerID=40&md5=e80836e7c9a44f54daf07c09f41b941b
  36. Abdullah NH, Abdul Hamid NA, Amirul Shaif MS, Shamsuddin A, Wahab E. Structural Model for the Effects of Perceived Indoor Work Environment on Sick Building Syndrome and Stress. In: MATEC Web of Conferences [Internet]. 2016. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84982105817&doi=10.1051%2Fmatecconf%2F20166813012&partnerID=40&md5=9f4cad2232b007ef59305bc736257c53
  37. Sarkhosh M, Najafpoor AA, Alidadi H, Shamsara J, Amiri H, Andrea T, et al. Indoor Air Quality associations with sick building syndrome: An application of decision tree technology. Build Environ. 2021;188. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096519163&doi=10.1016%2Fj.buildenv.2020.107446&partnerID=40&md5=7a32580cc082e8e76882a4e06dca2d43
  38. Bargfrede A, Wiesmüller GA, Bischof W, Hornberg C. Building-related health problems. The sick building syndrome. Padiatr Prax [Internet]. 2003;63(1):187–98. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-0037986722&partnerID=40&md5=e227fd20c35b64ca482ec207bce51922
  39. Redman T, Hamilton P, Malloch H, Kleymann B. Working here makes me sick! The consequences of sick building syndrome. Hum Resour Manag J. 2011;21(1):14–27. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-79953735489&doi=10.1111%2Fj.1748-8583.2010.00155.x&partnerID=40&md5=716d070b8577cec156fbbb1eb7beef76
  40. Abdullah NH, Wahab E, Shamsuddin A, Hamid NAA. Effects of working environment and stress on Sick Building Syndrome among manufacturing employees. In: Proceedings of the International Conference on Industrial Engineering and Operations Management [Internet]. 2019. p. 2011–7. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067255881&partnerID=40&md5=7f5528c282a33235ad5fc4642e7f2fae
  41. Watanabe H, Sugi T, Saito K, Nagashima K. Mechanism underlying the influence of humidity on thermal comfort and stress under mimicked working conditions. Physiol Behav [Internet]. 2024;285. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200536592&doi=10.1016%2Fj.physbeh.2024.114653&partnerID=40&md5=c69e29ebd4ed52bc48d21cb466d3a170
  42. Tsutsumi H, Tanabe S, Harigaya J, Iguchi Y, Nakamura G. Subjective comfort and productivity under the transient condition from hot and humid air to thermally neutral condition in summer. In: HB 2006 - Healthy Buildings: Creating a Healthy Indoor Environment for People, Proceedings. 2006. p. 83–6. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871576960&partnerID=40&md5=7d46ca16c259a3a6e64ddc6259d77c6d
  43. Sudakar EJ. Humidification - Its vital role in industries. Text Mag. 2007;49(2):96. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-49049088199&partnerID=40&md5=8b29aabac28fe787044a9c18720638b2
  44. Shi X, Zhu N, Zheng G. The combined effect of temperature, relative humidity and work intensity on human strain in hot and humid environments. Build Environ. 2013;69:72–80. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882997879&doi=10.1016%2Fj.buildenv.2013.07.016&partnerID=40&md5=89994c5ed747d8e82265e4f33890cb98
  45. LoPalo M. Temperature, Worker Productivity, and Adaptation: Evidence from Survey Data Production. Am Econ J Appl Econ. 2023;15(1):192–229. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161003340&doi=10.1257%2Fapp.20200547&partnerID=40&md5=cfc37ebd52651b89cd14afe651f85c00
  46. Ismail AR, Rani MRA, Makhbul ZKM, Nor MJM, Rahman MNA. A study of relationship between wbgt and relative humidity to worker performance. World Acad Sci Eng Technol [Internet]. 2009;39:216–21. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651533622&partnerID=40&md5=356711af635025ab0c9e2a5aeb28cebe
  47. Arata S, Kawakubo S. Maximizing worker potential: a comprehensive analysis of the workplace environment and personality factors that affect subjective productivity in simple tasks and creative activities. Intell Build Int [Internet]. 2023;15(3):93–108. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179683636&doi=10.1080%2F17508975.2023.2283218&partnerID=40&md5=e68fb6847f974419feff48e74c677d18
  48. Parsons LA, Masuda YJ, Kroeger T, Shindell D, Wolff NH, Spector JT. Global labor loss due to humid heat exposure underestimated for outdoor workers. Environ Res Lett. 2022;17(1). Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85121141308&doi=10.1088%2F1748-9326%2Fac3dae&partnerID=40&md5=b78d2a777b9bc5731d271768291a1d24
  49. Kamarulzaman N, Saleh AA, Hashim SZ, Hashim H, Abdul-Ghani AA. An overview of the influence of physical office environments towards employees. In: Procedia Engineering. 2011. p. 262–8. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84855698910&doi=10.1016%2Fj.proeng.2011.11.164&partnerID=40&md5=cdb0562e9f768a0d7934bc79e1df74f6
  50. Čulic A, Nizetic S, Šolic P, Perkovic T, Ascione F. Importance of air quality indicators for office environments: An overview. In: IOP Conference Series: Earth and Environmental Science. 2023. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85166570610&doi=10.1088%2F1755-1315%2F1196%2F1%2F012099&partnerID=40&md5=fa38de36bf9aa7c1cd19225be6185a3b
  51. Kalkis H, Vanadzins I, Kaluznaja D, Poznaka A, Elksnis A, Krumins A. Changes in work environment parameters in relation to the comfort and factors influencing productivity of office workers: comprehensive literature review. Agron Res. 2024;22(3):1171–87. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213711472&doi=10.15159%2FAR.24.074&partnerID=40&md5=0b7cbded3e6769cd67574d572b4926c6

Last update:

No citation recorded.

Last update: 2026-04-29 21:18:45

No citation recorded.