Health Problems, Unhealthy Behaviors and Occupational Carcinogens Exposures Among Night Shift Brazilian Workers: Results from National Health Survey, 2019
Abstract
1. Introduction
2. Methods
2.1. Sampling Design
2.2. Study Population
2.3. Study Variables
2.3.1. Health Problems
- Sleep disorders: based on the question of Patient Health Questionaire-9 (PHQ-9) [25].
- “In the last two weeks, how often have you had sleep problems, such as difficulty falling asleep, waking up frequently at night or sleeping more than usual?”
- Tiredness: based on the PHQ-9 question “In the last two weeks, how often have you had problems because you did not feel rested during the day, felt tired or lacked energy?”
- Difficulty concentrating: based on the PHQ-9 question “In the last two weeks, how often have you had trouble concentrating on your usual activities?”
- Depressive feelings: based on the PHQ-9 question “In the last two weeks, how often have you felt depressed, “down” or lacking purpose?”
- Answers based on PHQ9 questions were dichotomized as “No-never or less than half of the days” and “Yes-more than half of the days or almost every day”.
- Obesity (based on self-reported BMI ≥ 30)
2.3.2. Health Behaviors
- Regular consumption of unhealthy foods (defined as the consumption of sweets, soft drinks, juices, or snacks at least five times a week).
- Regular consumption of artificial juices or soft drinks (at least five times a week).
- Often replacing meals (at least five times a week) with snacks.
- Regular consumption of sweets (at least five times a week).
- Currently a smoker (smoking daily or less than daily).
- Alcohol consumption (at least once a week).
2.3.3. Exposure to Possible Occupational Carcinogens
- Handling of radioactive material during transportation, receipt, storage, and X-ray work.
- Handling of chemical substances (pesticides, gasoline, diesel, formaldehyde, lead, mercury, chromium, chemotherapeutic agents).
- Handling of biological material (blood, needles, secretions).
- Passive smoking at work, based on the question: “In the last 30 days, has anyone smoked in the same closed environment where you work?”
2.4. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Sociodemographic Characteristics | Total (n = 6599) | |||
---|---|---|---|---|
% | 95% CI | OR* | p-Value | |
Total | 13.8 | 13.2–14.4 | - | - |
Gender | ||||
Male | 17.0 | 16.1–18.0 | 1.90 | p < 0.01 |
Female | 9.7 | 9.0–10.5 | 1.00 | - |
Age range | ||||
18 to 29 years | 14.4 | 13.1–15.7 | 1.17 | 0.01 |
30 to 39 years | 15.1 | 14.1–16.2 | 1.25 | p < 0.01 |
40 to 59 years | 12.5 | 11.7–13.3 | 1.00 | - |
Skin color | ||||
White | 13.9 | 13.0–14.9 | 1.00 | - |
Mixed | 13.4 | 12.6–14.2 | 0.96 | 0.42 |
Black | 14.6 | 13.1–16.3 | 1.06 | 0.42 |
Level of Education | ||||
Incomplete primary education | 10.1 | 9.2–11.1 | 1.00 | - |
Incomplete secondary education | 12.7 | 11.4–14.2 | 1.30 | p < 0.01 |
Incomplete college education | 16.2 | 15.2–17.3 | 1.73 | p < 0.01 |
College education or higher | 13.7 | 12.6–14.8 | 1.41 | p < 0.01 |
Income per capita | ||||
Less than 1 MW | 8.1 | 7.2–9.1 | 1.00 | - |
Between 1 and 2 MW | 13.7 | 12.8–14.7 | 1.80 | p < 0.01 |
More than 2 MW | 17.4 | 16.4–18.5 | 2.39 | p < 0.01 |
Household situation | ||||
Urban | 14.6 | 13.9–15.3 | 2.08 | p < 0.01 |
Rural | 7.6 | 6.8–8.5 | 1.00 | - |
Health Problems | Night Shift Work | OR | 95% CI | p-Value | |||
---|---|---|---|---|---|---|---|
Yes | No | ||||||
n | % | n | % | ||||
Male | |||||||
Sleep disorders | 626 | 13.9 | 2282 | 10.4 | 1.39 | 1.17–1.65 | p < 0.01 |
Tiredness | 614 | 13.6 | 1885 | 8.6 | 1.68 | 1.41–2.0 | p < 0.01 |
Lack of concentration | 221 | 4.9 | 881 | 4.0 | 1.24 | 0.91–1.68 | 0.18 |
Depressive feelings | 224 | 5.0 | 884 | 4.0 | 1.25 | 0.95–1.63 | 0.11 |
Obesity | 1077 | 21.2 | 3426 | 16.0 | 1.41 | 1.20–1.66 | p < 0.01 |
Female | |||||||
Sleep disorders | 470 | 22.4 | 3700 | 19.1 | 1.23 | 1.03–1.46 | 0.02 |
Tiredness | 506 | 24.2 | 3847 | 19.8 | 1.29 | 1.08–1.54 | 0.01 |
Lack of concentration | 197 | 9.4 | 1713 | 8.8 | 1.07 | 0.84–1.38 | 0.58 |
Depressive feelings | 306 | 14.6 | 2187 | 11.3 | 1.35 | 1.09–1.67 | p < 0.01 |
Obesity | 452 | 11.0 | 1644 | 9.4 | 1.18 | 0.98–1.43 | 0.08 |
Health Behaviors | Night Shift Work | OR | 95% CI | p-Value | |||
---|---|---|---|---|---|---|---|
Yes | No | ||||||
n | % | n | % | ||||
Male | |||||||
Regular consumption of unhealthy foods | 1787 | 39.7 | 7440 | 33.9 | 1.28 | 1.12–1.46 | p < 0.01 |
Regular consumption of artificial juices or soft drinks | 1319 | 29.3 | 5523 | 25.2 | 1.23 | 1.07–1.41 | p < 0.01 |
Often replacing meals with snacks | 169 | 3.8 | 335 | 1.5 | 2.52 | 1.66–3.83 | p < 0.01 |
Regular consumption of sweets | 766 | 17.0 | 3134 | 14.3 | 1.23 | 1.04–1.45 | 0.02 |
Current smoker | 729 | 16.2 | 3505 | 16.0 | 1.01 | 0.87–1.17 | 0.93 |
Alcohol consumption at least once a week | 2004 | 44.5 | 9013 | 41.1 | 1.15 | 1.02–1.29 | 0.02 |
Female | |||||||
Regular consumption of unhealthy foods | 781 | 37.3 | 6040 | 31.1 | 1.32 | 1.11–1.56 | p < 0.01 |
Regular consumption of artificial juices or soft drinks | 507 | 24.2 | 3785 | 19.5 | 1.32 | 1.08–1.61 | 0.01 |
Often replacing meals with snacks | 115 | 5.5 | 513 | 2.6 | 2.15 | 1.38–3.34 | p < 0.01 |
Regular consumption of sweets | 406 | 19.4 | 3200 | 16.5 | 1.22 | 0.98–1.51 | 0.08 |
Current smoker | 277 | 13.2 | 1708 | 8.8 | 1.32 | 1.10–1.59 | p < 0.01 |
Alcohol consumption at least once a week | 632 | 30.2 | 4377 | 22.5 | 1.48 | 1.23–1.78 | p < 0.01 |
Exposure to Carcinogens | Night Shift Work | OR | 95% CI | p-Value | |||
---|---|---|---|---|---|---|---|
Yes | No | ||||||
n | % | n | % | ||||
Male | |||||||
Handling of radioactive material | 120 | 2.7 | 244 | 1.1 | 2.45 | 1.61–3.72 | p < 0.01 |
Handling of chemical substances | 887 | 19.7 | 4150 | 18.9 | 1.05 | 0.90–1.23 | 0.53 |
Passive smoking at work | 497 | 14.8 | 1773 | 12.9 | 1.17 | 0.93–1.46 | 0.17 |
Exposure to biologic material | 372 | 8.3 | 604 | 2.8 | 3.18 | 2.45–4.12 | p < 0.01 |
Female | |||||||
Handling of radioactive material | 103 | 4.9 | 280 | 1.4 | 3.54 | 2.39–5.25 | p < 0.01 |
Handling of chemical substances | 241 | 11.5 | 1,514 | 7.8 | 1.54 | 1.20–1.97 | p < 0.01 |
Passive smoking at work | 206 | 11.0 | 1,340 | 7.9 | 1.45 | 1.12–1.86 | p < 0.01 |
Exposure to biologic material | 445 | 21.3 | 1,259 | 6.5 | 3.89 | 3.15–4.80 | p < 0.01 |
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Nogueira, F.d.A.M.; Damacena, G.N.; Otero, U.B.; Bernardino, D.C.d.A.M.; Madeira, C.S.P.; Sarpa, M.; Szwarcwald, C.L. Health Problems, Unhealthy Behaviors and Occupational Carcinogens Exposures Among Night Shift Brazilian Workers: Results from National Health Survey, 2019. Int. J. Environ. Res. Public Health 2025, 22, 1215. https://doi.org/10.3390/ijerph22081215
Nogueira FdAM, Damacena GN, Otero UB, Bernardino DCdAM, Madeira CSP, Sarpa M, Szwarcwald CL. Health Problems, Unhealthy Behaviors and Occupational Carcinogens Exposures Among Night Shift Brazilian Workers: Results from National Health Survey, 2019. International Journal of Environmental Research and Public Health. 2025; 22(8):1215. https://doi.org/10.3390/ijerph22081215
Chicago/Turabian StyleNogueira, Fernanda de Albuquerque Melo, Giseli Nogueira Damacena, Ubirani Barros Otero, Débora Cristina de Almeida Mariano Bernardino, Christiane Soares Pereira Madeira, Marcia Sarpa, and Celia Landmann Szwarcwald. 2025. "Health Problems, Unhealthy Behaviors and Occupational Carcinogens Exposures Among Night Shift Brazilian Workers: Results from National Health Survey, 2019" International Journal of Environmental Research and Public Health 22, no. 8: 1215. https://doi.org/10.3390/ijerph22081215
APA StyleNogueira, F. d. A. M., Damacena, G. N., Otero, U. B., Bernardino, D. C. d. A. M., Madeira, C. S. P., Sarpa, M., & Szwarcwald, C. L. (2025). Health Problems, Unhealthy Behaviors and Occupational Carcinogens Exposures Among Night Shift Brazilian Workers: Results from National Health Survey, 2019. International Journal of Environmental Research and Public Health, 22(8), 1215. https://doi.org/10.3390/ijerph22081215