Evaluation of the Thermal Environment Influence on Cognitive Performance in Students in Northeast Brazil

  • Pedro Filipe da Conceição PereiraEmail author
  • Evandro Eduardo Broday
  • Antônio Augusto de Paula Xavier
  • Adriana da Silva Simões
Part of the Studies in Systems, Decision and Control book series (SSDC, volume 277)


The environment in which people live has a major influence on their activities. An environment that offers comfort is essential for better results. The feeling of comfort for each individual is a complicated arrangement of numerous factors, of which we can highlight thermal comfort. Based on this, the present study aimed to analyze the effects that thermal environments have on the cognitive performance of students from a university in Northeast Brazil. For this, a sample of engineering students went through five areas of reasoning tests: verbal, abstract, numerical, mechanical and spatial reasoning that are part of the reasoning test series (BPR-5) and aims to classify general cognitive performance. The tests were performed on three consecutive days with average dry bulb temperature: 20.07, 33.7 and 22.94 °C. In addition to the tests, the students answered a questionnaire about perception, assessment and thermal preference of the environment. With the data, it was possible to evaluate the influence that the thermal environment exerts on the cognitive performance of the students. It was found that considering the number of total hits, student’s performance was higher at 22.94 °C.


Thermal comfort Cognitive performance BPR-5 


  1. 1.
    Sarbu, I., Sebarchievici, C.: Aspects of indoor environmental quality assessment in buildings. Energy Build. 60, 410–419 (2013)CrossRefGoogle Scholar
  2. 2.
    Ricciardi, P., Buratti, C., Singh, M.K., Ooka, R., Rijal, H.B., Kumar, S., Kumar, A., Mahapatra, S.: Progress in thermal comfort studies in classrooms over last 50 years and way forward. Energy Build. 188–189, 149–174 (2019)Google Scholar
  3. 3.
    Broday, E.E., Moreto, J.A., Xavier, A.A.P., Oliveira, R.: The approximation between thermal sensation votes (TSV) and predicted mean vote (PMV): a comparative analysis. Int. J. Ind. Ergon. 69, 1–8 (2019)CrossRefGoogle Scholar
  4. 4.
    Zhang, F., Haddad, S., Nakisa, B., Rastgoo, M.N., Candido, C., Tjondronegoro, D., de Dear, R.: The effects of higher temperature setpoints during summer on office workers’ cognitive load and thermal comfort. Build. Environ. 123, 176–188 (2017)CrossRefGoogle Scholar
  5. 5.
    Wang, D., Xu, Y., Liu, Y., Wang, Y., Jiang, J., Wang, X., Liu, J.: Experimental investigation of the effect of indoor air temperature on students’ learning performance under the summer conditions in China. Build. Environ. 140, 140–152 (2018)CrossRefGoogle Scholar
  6. 6.
    Mishra, A.K., Ramgopal, M.: A comparison of student performance between conditioned and naturally ventilated classrooms. Build. Environ. 84, 181–188 (2015)CrossRefGoogle Scholar
  7. 7.
    Maula, H., Hongisto, V., Koskela, H., Haapakangas, A.: The effect of cooling jet on work performance and comfort in warm office environment. Build. Environ. 104, 13–20 (2016)CrossRefGoogle Scholar
  8. 8.
    ISO—International Organization for Standardization: Ergonomics of the thermal environment—analytical determination and interpretation of thermal comfort using calculation of the PMV and PPD indices and local thermal comfort criteria. ISO 7730. Geneva (2005)Google Scholar
  9. 9.
    ISO—International Organization for Standardization: Ergonomics of the thermal environment—assessment of the influence of the thermal environment using subjective judgement scales. ISO 10551. Geneva (1995)Google Scholar
  10. 10.
    Primi, R., Almeida, L.S.: Estudo de validação da Bateria de Provas de Raciocínio (BPR-5). Psicol. Teor. e Pesqui. 16, 165–173 (2000)CrossRefGoogle Scholar
  11. 11.
    ISO—International Organization for Standardization: Ergonomics of the thermal environment—instruments for measuring physical quantities. ISO 7726. Geneva (1998)Google Scholar

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© Springer Nature Switzerland AG 2020

Authors and Affiliations

  1. 1.Universidade Tecnológica Federal do ParanáPonta GrossaBrazil
  2. 2.Universidade Federal do PiauíTeresinaBrazil

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