Evaluating the effect of heat stress on cognitive performance of petrochemical workers: a field study
Open accessAbstract
INTRODUCTION: Heat stress disrupts blood hormones and reduces workers' cognitive performance. To further shed light on the dysfunction of heat stress, the present study aimed to evaluate its effect on cognitive performance of petrochemical workers. MATERIALS AND METHODS: This descriptive-analytical cross-sectional study was conducted in 2020 in one of the Iranian petrochemical companies. Participants were divided into 2 case groups and 1 control group. They worked 12 h and their shift entialed one week working day and one week working night. According to the ISO 7243 standard, the heat stress index of employees was measured at the beginning, in the middle and at the end of the shift separately. Continuous Performance Test (CPT) and N-back cognitive performance tests were performed at the beginning, in the middle and at the end of the shift to determine the level of cognitive performance. The data were analyzed using SPSS software version 20 and the significance level was set at 0.05. RESULTS: Comparison of the results in the continuous performance test showed significant differences between the three groups with regard to the omission error and response time at the end of the shift. Moreover, according to the working memory test, participants reaction time during the shift significantly increased. Besides, average correct responses significantly reduced during the shift. Finally, the heat stress throughout the shift had a significant effect on the commission error and the response time of individuals. CONCLUSION: Heat stress affects people's cognitive performance in such a way that it can decrease their cognitive performance by increasing the commission error and response time and reducing the average correct response of site operators, generally reducing the cognitive performance of people at the end of the shift.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Prolonged exposure to work-related heat stress impairs cognitive performance, with increased response times and elevated error rates during Stroop and Continuous Performance tests.
“In the occupational context, prolonged exposure to work-related heat stress impairs cognitive performance where workers’ response times were found to be increased with an elevated rate of errors during the Stroop test and Continuous Performance test.3,8”
From Influence of habitual physical activity on cognitive performance of healthy young adults after passive heat exposure (2026) · cites this paper as [8]
The Results and Conclusion report increased response time and commission errors on the Continuous Performance Test among petrochemical workers exposed to heat across a shift. The Methods identify the tests used as CPT and N-back, not Stroop, so this source does not support the Stroop-test portion of the claim. Page numbers are unavailable in our copy. (LLM, conf=0.89)
Experimental — accuracy not yet measuredEarlier studies have found that heat stress exposure results in impairment of executive function.
“This is in contrast with the findings from earlier studies6,8 where heat stress exposure has resulted in the impairment of executive function.”
From Influence of habitual physical activity on cognitive performance of healthy young adults after passive heat exposure (2026) · cites this paper as [8]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A continuous performance test of brain damage
Rosvold, H. E., Mirsky, A. F., Sarason, I., Bransome, E. D., & Beck, L. H. (1956) · Journal of Consulting Psychology · doi:10.1037/h0043220 · Cited by 2,261 · see citing works
Flagged first, then by citations
Research works printed but not linked: 19
- [4]Pilcher J.J. Nadler E. Busch C. Effects of hot and cold temperature exposure on performance: a meta-analytic review Ergonomics 45 10 2002 682 698 12437852
- [5]Zare S. Hemmatjo R. Allahyari T. Hajaghazadeh M. Hajivandi A. Aghabeigi M. Kazemi R. Comparison of the effect of typical firefighting activities, live fire drills and rescue operations at height on firefighters’ physiological responses and cognitive function Ergonomics 61 10 2018 Oct 3 1334 1344 29862929
- [6]Broadbent D.E. Reason J.T. Baddeley A.D. Human Factors in Hazardous Situations 1990 Clarendon Press/Oxford University Press
- [7]Marino F. Methods, advantages, and limitations of body cooling for exercise performance Br. J. Sports Med. 36 2 2002 89 94 11916888 PMC1724476
- [11]Zare S. Nassiri P. Monazzam M.R. Pourbakht A. Azam K. Golmohammadi T. Evaluation of the effects of occupational noise exposure on serum aldosterone and potassium among industrial workers Noise Health 18 80 2016 Jan 1 26780955 PMC4918676
- [12]Nassiri P. Zare S. Monazzam M.R. Pourbakht A. Azam K. Golmohammadi T. Evaluation of the effects of various sound pressure levels on the level of serum aldosterone concentration in rats Noise Health 19 89 2017 Jul 200 28816207 PMC5594925
- [13]Zare S. Hasheminejad N. Bateni M. Baneshi M.R. Shirvan H.E. Hemmatjo R. The association between wet-bulb globe temperature and other thermal indices (DI, MDI, PMV, PPD, PHS, PSI and PSIhr): a field study Int. J. Occup. Saf. Ergon. 26 1 2020 Jan 2 71 79 29993343
- [14]Gaoua N. Cognitive function in hot environments: a question of methodology Scand. J. Med. Sci. Sports 20 2010 60 70 21029192
- [16]Yaglou C. Minaed D. Control of heat casualties at military training centers Arch. Indust. Health 16 4 1957 302 316 13457450
- [20]Kazemi R. Haidarimoghadam R. Motamedzadeh M. Golmohamadi R. Soltanian A. Zoghipaydar M.R. Effects of shift work on cognitive performance, sleep quality, and sleepiness among petrochemical control room operators J. Circadian Rhythms 14 2016 PMC4834749 27103934
- [23]Blokland G.A. McMahon K.L. Hoffman J. Zhu G. Meredith M. Martin N.G. Quantifying the heritability of task-related brain activation and performance during the N-back working memory task: a twin fMRI study Biol. Psychol. 79 1 2008 70 79 18423837 PMC2562930
- [24]Ramsey J.D. Task performance in heat: a review Ergonomics 38 1 1995 154 165 7875117
- [25]Færevik H. Impact of Protective Clothing on thermal and Cognitive responses.Thesis for the Degree of Philosophiae Doctor 2010 Norwegian University of Science and Technology
- [27]Zamanian Z. Rostami R. Hasanzadeh J. Hashemi H. Investigation of the effect of occupational noise exposure on blood pressure and heart rate of steel industry workers J. Environ. Publ. Health 2013 PMC3679689 23781252
- [28]Hemmatjo R. Motamedzade M. Aliabadi M. Kalatpour O. Farhadian M. The effect of practical cooling strategies on physiological response and cognitive function during simulated firefighting tasks Health Promot. Perspect. 7 2 2017 66 28326286 PMC5350552
- [29]Hemmatjo R. Hajaghazadeh M. Allahyari T. Zare S. Kazemi R. The effects of live-fire drills on visual and auditory cognitive performance among firefighters Ann. Global Health 86 1 2020 PMC7678564 33262933
- [32]Mazloumi A. Golbabaei F. Khani S.M. Kazemi Z. Hosseini M. Abbasinia M. Evaluating effects of heat stress on cognitive function among workers in a hot industry Health Promot. Perspect. 4 2 2014 240 25649311 PMC4300451
- [33]Qian S. Li M. Li G. Liu K. Li B. Jiang Q. Environmental heat stress enhances mental fatigue during sustained attention task performing: evidence from an ASL perfusion study Behav. Brain Res. 280 2015 6 15 25435315
- [35]Haidarimoghadam R. Kazemi R. Motamedzadeh M. Golmohamadi R. Soltanian A. Zoghipaydar M.R. The effects of consecutive night shifts and shift length on cognitive performance and sleepiness: a field study Int. J. Occup. Saf. Ergon. 23 2 2017 251 258 27700528
Cited by
Sorted by citations
Zhuo, F., Gaurani, R. J., Low, I. C. C., Deshayes, T. A., Lee, J. K. W., Cheung, S. S., Choo, P. L., & Tan, X. R. (2026) · Journal of Exercise Science & Fitness · doi:10.1016/j.jesf.2025.200436 · Cited by 1 · see citing works
- Authors
- Rastegar, Z., Ghotbi Ravandi, M. R., Zare, S., Khanjani, N., & Esmaeili, R.
- Affiliations
- Kerman University of Medical Sciences (IR)
- Isfahan University of Medical Sciences (IR)
- Corresponding author
- Zare, Sajad
- Venue
- Heliyon
- Publisher
- Elsevier BV
- Published
- 2022-01
- Volume
- 8
- Issue
- 1
- Pages
- e08698
- ISSN
- 2405-8440 (ISSN-L)
- PMC
- PMC8741453
- OpenAlex
- W4200467379
- Cited by
- 40
- References
- 1
- Citations by year
- 2026: 14 · 2025: 13 · 2024: 8 · 2023: 3 · 2022: 1 · 2019: 1
- FWCI
- 1.83
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Heliyon (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Kerman University of Medical Sciences (97000275)
- Topics
- Health Sciences › Medicine › Physiology › Thermoregulation and physiological responses
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Safety Management
- Keywords
- heat stress, cognitive performance, petrochemical workers, occupational heat exposure, heat stress indices, continuous performance test, n-back task, working memory, reaction time (psychology), commission errors, shift work, night shift work
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review