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Hypertension Risk Among Rotating Shift Manufacturing Workers: Lifestyle Analysis and Intervention Booklet Development

*Nurbaiti Nurbaiti orcid scopus  -  Applied Bachelor Study Program in Occupational Health and Safety, Politeknik Kesdam VI Banjarmasin, Banjarmasin, Indonesia, Indonesia
Muhammad Robby  -  Applied Bachelor Study Program in Occupational Health and Safety, Politeknik Kesdam VI Banjarmasin, Banjarmasin, Indonesia, Indonesia
Amelini Monica Fitri  -  Applied Bachelor Study Program in Occupational Health and Safety, Politeknik Kesdam VI Banjarmasin, Banjarmasin, Indonesia, Indonesia
Salsa Rahmawati  -  Applied Bachelor Study Program in Occupational Health and Safety, Politeknik Kesdam VI Banjarmasin, Banjarmasin, Indonesia, Indonesia
Rabiatul Adawiah  -  Applied Bachelor Study Program in Health Information Management, Politeknik Kesdam VI Banjarmasin, Banjarmasin, Indonesia, Indonesia
Received: 20 Aug 2026; Revised: 11 Oct 2026; Accepted: 18 Oct 2026; Published: 1 Nov 2026.

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Abstract

Background: Rotating-shift manufacturing workers experience heightened vulnerability due to circadian disruption and unhealthy lifestyles. Although hypertension prevalence in South Kalimantan, Indonesia, exceeds the national average, workplace preventive interventions tailored for shift workers remain scarce. This study aimed to identify lifestyle factors associated with hypertension among rotating-shift manufacturing workers and to develop an educational pocket book as a promotive-preventive intervention.

Methods:  This two-phase study comprised a cross-sectional survey of 123 rotating-shift workers, analyzing lifestyle variables and blood pressure using logistic regression. Phase 2 developed a hypertension pocket book using a simplified ADDIE model and conducted a formative evaluation of its acceptability and perceived usability among 55 workers who had read it.

Result: Hypertension prevalence was 39.0%. Multivariate analysis identified high-risk coffee consumption (OR=16.046; 95% CI: 3.157-81.555), stress (OR=11.131; 95% CI: 2.591-47.823), and tobacco smoke exposure (OR=7.674; 95% CI: 2.331-25.263) as the primary factors associated with hypertension (p<0.001), explaining 54.9% of the variance. Notably, the wide confidence intervals for these odds ratios warrant cautious interpretation given the cross-sectional design. The developed pocket book achieved a 98.2% positive perception rate, with 100% finding it comprehensible and 89.1% intending to apply its guidelines.

Conclusion: Coffee consumption, occupational stress, and tobacco smoke exposure are the primary factors strongly associated with hypertension among rotating-shift workers. The educational pocket book demonstrated high acceptability. Companies should integrate this medium into occupational health programs, supported by continuous mentoring and policies facilitating healthy lifestyle adoption.

Keywords: Hypertension ; Manufacturing workers ; Rotating shifts ; Lifestyle ; Intervention handbook

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Section: Articles
Language : EN
  1. World Health Organization. Noncommunicable diseases [Internet]. Geneva: WHO; 2023 [cited 2025 Nov 25]. Available from: https://www.who.int/news-room/fact-sheets/detail/noncommunicable-diseases
  2. Banatvala N, Bove P. Noncommunicable diseases. London and New York: Routledge; 2023
  3. Knutson KL, Van Cauter E, Rathouz PJ, Yan LL, Hulley SB, Liu K, et al. Association between sleep and blood pressure in midlife: the CARDIA sleep study. Arch Intern Med. 2009;169(11):1055-61
  4. Riskesdas. Laporan Riskesdas Nasional. Dalam: Penelitian Kesehatan Dasar. Jakarta: Badan Litbangkes; 2018. p. 1-623
  5. Kementerian Kesehatan Republik Indonesia, Badan Penelitian dan Pengembangan Kesehatan. Laporan nasional: Riset Kesehatan Dasar (RISKESDAS) 2018 [Internet]. Jakarta: Badan Litbangkes; 2020 [cited 2025 Nov 25]. Available from: https://labdata.litbang.kemkes.go.id/images/download/laporan/RKD/2018/Laporan_Nasional_RKD2018_FINAL.pdf
  6. Dinas Kesehatan Provinsi Kalimantan Selatan. Laporan tahunan kesehatan Provinsi Kalimantan Selatan tahun 2023 [Internet]. Banjarmasin: Dinkes Kalsel; 2024 [cited 2025 Nov 25]. Available from: https://dinkes.kalselprov.go.id/publikasi
  7. International Labour Office. Work-related stress: a collective challenge. Geneva: ILO; 2016
  8. World Health Organization, International Labour Organization. WHO/ILO joint estimates of the work-related burden of disease and injury, 2000-2016. Geneva: WHO/ILO; 2021
  9. Liu Y, Song H, Wang T, Wang H, Xin X, Qiu L, et al. Hypertension among manufacturing workers in China: association with job strain and shift work. Ind Health. 2020;58(4):523-32. doi: 10.2486/indhealth.2019-0192
  10. Kim H, Cho SW, Kim BM, Lee W, Kang SG. Association between shift work and hypertension among male workers in South Korea. J Occup Health. 2018;60(1):78-85. doi: 10.1539/joh.17-0105-OA
  11. Nurbaiti, Noor NN, Arsin AA, Andi Zulkifli, Arifin Seweng, Suryani Tawali. Analysing The Role of Lifestyle Factors on Hypertension Among Rural Indonesian Adults: A Case-Control Study. Natl J Community Med [Internet]. 2024 Mar. 1 [cited 2026 Aug. 20];15(03):167-74. Available from: https://njcmindia.com/index.php/file/article/view/3633 DOI: https://doi.org/10.55489/njcm.150320243633
  12. Kecklund G, Axelsson J. Health consequences of shift work and insufficient sleep. BMJ. 2016;355:i5210. doi: 10.1136/bmj.i5210
  13. Kim J, Lee SG, Kim TH, Kim W, Youm Y, Chu SH, et al. Association between shift work and hypertension in Korean workers: the role of lifestyle factors. Int J Environ Res Public Health. 2020;17(17):6352. doi: 10.3390/ijerph17176352
  14. Guo X, Zheng L, Wang J, Zhang X, Zhang X, Li J, et al. Epidemiological evidence for the link between sleep duration and high blood pressure: a systematic review and meta-analysis. Sleep Med. 2013;14(4):324-32
  15. Makarem N, Shechter A, Carnethon MR, Mullington JM, Hall MH, Abdalla M. Sleep duration and blood pressure: recent advances and future directions. Curr Hypertens Rep. 2019;21(5):1-12
  16. Lu K, Chen J, Wang L, Wang C, Ding R, Wu S, et al. Association of sleep duration, sleep quality and shiftwork schedule in relation to hypertension prevalence in Chinese adult males: a cross-sectional survey. Int J Environ Res Public Health. 2017;14(2):E210. doi: 10.3390/ijerph14020210
  17. Pan A, Schernhammer E, Sun Q, Hu FB. Rotating night shift work and risk of type 2 diabetes: two prospective cohort studies in women. PLoS Med. 2011;8(12):e1001141. doi: 10.1371/journal.pmed.1001141
  18. Wang F, Zhang L, Zhang Y, Zhang B, He Y, Xie S, et al. Combined effects of shift work and unhealthy lifestyle on risk of hypertension: a systematic review and meta-analysis. Front Cardiovasc Med. 2022;9:833644. doi: 10.3389/fcvm.2022.833644
  19. Nurbaiti N. Paparan Kerja Berbasis Shift sebagai Determinan Tekanan Darah di Lingkungan Kerja Manufaktur: Studi Potong Lintang pada Pekerja Industri Bahan Plafon. JK3L [Internet]. 2026Feb.12 [cited 2026Aug.20];7(1):35-44. Available from: https://jk3l.fkm.unand.ac.id/index.php/jk3l/article/view/535 DOI: https://doi.org/10.25077/jk3l.7.1.35-44.2026
  20. Bunescu MG, Gheorman V, Marcu IR, Lungulescu CV, Dinescu VC. Tackling shift work: cardiovascular health in the auto industry. Healthcare (Basel). 2024;12(11):1097. doi: 10.3390/healthcare12111097.Availablefrom:https://pmc.ncbi.nlm.nih.gov/articles/PMC11171793/
  21. Zhang W, Fan S, Li Y, Chen T, Peng X, Gu H, et al. The impact of occupational hazards in coking plants on the incidence of hypertension-a longitudinal study. Front Public Health. 2026;14. doi: 10.3389/fpubh.2026.1762496.Availablefrom:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12909533/
  22. Clougherty JE, Eisen EA, Slade MD, Kawachi I, Cullen MR. Workplace status and risk of hypertension among hourly and salaried aluminum manufacturing employees. Soc Sci Med. 2009;68(2):304-13. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC2659853/
  23. Bourgkard E, Boini S, Grzebyk M, Dziurla M, Ferrières J, Goldberg M, et al. Duration of exposure to night work and cardiovascular risk factors: results from 52,234 workers of the CONSTANCES study. BMC Public Health. 2025;25(1). doi: 10.1186/s12889-025-21511-2.Availablefrom:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11773728/
  24. De Giuseppe R, Di Napoli I, Granata F, Mottolese A, Cena H. Caffeine and blood pressure: a critical review perspective. Nutr Res Rev. 2019;32(2):169-75. doi: 10.1017/S0954422419000015.Availablefrom:https://www.cambridge.org/core/journals/nutrition-research-reviews/article/caffeine-and-blood-pressure-a-critical-review-perspective/593DED6470D0EF70778667196777EAA7
  25. Haghighatdoost F, Hajihashemi P, de Sousa Romeiro AM, Mohammadifard N, Sarrafzadegan N, de Oliveira C, et al. Coffee consumption and risk of hypertension in adults: systematic review and meta-analysis. Nutrients. 2023;15(13):3060. doi: 10.3390/nu15133060.Availablefrom:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347253/
  26. Ungvari Z, Kunutsor SK. Coffee consumption and cardiometabolic health: a comprehensive review of the evidence. GeroScience. 2024;46(6):6473-510. doi: 10.1007/s11357-024-01262-5.Availablefrom:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11493900/
  27. Wang J, Zhu L, Song L, Zhou Z, Chan W, Li G, et al. A cohort study on the association between changing occupational stress, hair cortisol concentration, and hypertension. PLoS One. 2023;18(5):e0285623. doi: 10.1371/journal.pone.0285623.Availablefrom:https://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0285623
  28. Sari IA, Safei I, Ikram D. Literature review: the effect of work stress on the risk of hypertension. J EduHealth. 2025;16(1):489-501. Available from: https://ejournal.seaninstitute.or.id/index.php/healt/article/view/6406
  29. Song Y, Du K, Jiang H. Passive smoking and the risk of hypertension in nonsmoking adults: a systematic review and meta-analysis. PeerJ. 2026;14:e20639. doi: 10.7717/peerj.20639.Availablefrom:https://peerj.com/articles/20639/
  30. Zhang Q, Zeng G, Wang X, Wu KH. Associations of exposure to secondhand smoke with hypertension risk and blood pressure values in adults. Environ Health Prev Med. 2021;26:86. doi: 10.1186/s12199-021-01009-0.Availablefrom:https://pmc.ncbi.nlm.nih.gov/articles/PMC8422707/
  31. Nurbaiti N. Hubungan Perokok Aktif Dan Pasif Terhadap Risiko Hipertensi Pada Remaja Laki – Laki Di Wilayah Pedesaan Kabupaten Buton Tengah : Cross Sectional Study. Jurnal Epidemiologi Kesehatan Komunitas [Online]. 2025 Aug;10(3):80-90. https://doi.org/10.14710/jekk.v10i3.28387
  32. Nurbaiti N. Edukasi Bahaya Perilaku Merokok Sebagai Langkah Preventif Dalam Pencegahan Penyakit Hipertensi Pada Siswa SMA 1 GU Kabupaten Buton Tengah. Jurnal Pengabdian Masyarakat Bhinneka [Internet]. 2025 Jul. 1 [cited 2026 Aug. 20];3(4):551-7. Available from: https://bhinnekapublishing.com/ojsbp/index.php/Jpmb/article/view/213 DOI: https://doi.org/10.58266/jpmb.v3i4.213
  33. Nurbaiti N, Adawiah R, Nurhalimah N, Fitri AM. Promosi Gaya Hidup Sehat Bagi Pekerja Shift: Intervensi Berbasis Pengaturan Jadwal Tidur dan Manajemen Tekanan Darah di PT X. Jurnal Pengabdian Masyarakat Bangsa [Internet]. 2026 Jan. 2 [cited 2026 Aug. 20];3(11):6144-52. Available from: https://jurnalpengabdianmasyarakatbangsa.com/index.php/jpmba/article/view/3734 DOI: https://doi.org/10.59837/jpmba.v3i11.3734
  34. Primadani M, Susanti I, Oktavia E. Effectiveness of booklets as educational media to increase hypertension knowledge: literature review. Int J Nurs Midwifery Sci. 2025;9(2):128-40. Available from: https://pdfs.semanticscholar.org/6a67/373b3ef200f110041bd18aad697825ec83c0.pdf
  35. Farizan NH, Sutan R, Mani KC. Effectiveness of 'Be SAFE Drowning Prevention and Water Safety Booklet' intervention for parents and guardians. Iran J Public Health. 2020;49(10). doi: 10.18502/ijph.v49i10.4695.Availablefrom:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7719668/
  36. Nurbaiti N, Adawiah R, Asih HA, Haerani H. Skrining dan Edukasi Tekanan Darah Sebagai Langkah Preventif dalam Deteksi Hipertensi pada Karyawan PT Dharma Lautan Utama Banjarmasin. Jurnal Pengabdian Masyarakat Bangsa [Internet]. 2025 Jan. 1 [cited 2026 Aug. 20];2(11):4924-9. Available from: https://jurnalpengabdianmasyarakatbangsa.com/index.php/jpmba/article/view/1887 DOI: https://doi.org/10.59837/jpmba.v2i11.1887
  37. Jekauc D, Voelkle MC, Sniehotta FF, Nigg CR. Beyond the cross-section: rethinking the intention-behaviour gap through a conceptual and methodological lens. Br J Health Psychol. 2026;31:e70046. doi: 10.1111/bjhp.70046.Availablefrom:https://pmc.ncbi.nlm.nih.gov/articles/PMC12750492/
  38. Wicher A, Radziwon M, Borowski K, Pastuszek O, Bolesta-Okuniewska E, Michalak P, et al. Why health knowledge does not translate into health behavior: educational and psychological perspectives. J Educ Health Sport. 2026;88:68589. doi: 10.12775/JEHS.2026.88.68589.Availablefrom:https://apcz.umk.pl/JEHS/article/view/68589

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