Multi-domain interactions between indoor environmental quality, well-being and cognitive performance in smart educational spaces

Indoor Environmental Quality (IEQ) significantly affects cognitive performance and well-being in educational settings. This study examined multi-domain interactions between indoor climate parameters (CO 2 concentration, temperature, humidity) and user control in smart and non-smart classrooms. Over two semesters, master’s students (mean age ≈ 24 years) participated in a ten-week FAIR-2 concentration test series. Linear mixed models and non-parametric analyses were applied to assess the influence of environmental factors and subjective well-being on cognitive performance. Results showed that smart-controlled rooms maintained lower CO 2 levels and more stable temperatures, improving concentration and perceived comfort, particularly during summer conditions. In contrast, higher winter temperatures correlated negatively with performance, potentially due to thermal discomfort and clothing insulation. The findings highlight the importance of adaptive smart systems and user feedback in optimizing indoor environments for health, comfort, and cognitive function in educational buildings. • Multidomain study linking IEQ parameters and cognitive performance • Smart-controlled room stabilized CO 2 and temperature levels • User control and feedback improved concentration and well-being • Linear mixed models quantified seasonal and environmental effects • Findings inform design of adaptive smart learning spaces

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Publication Details

Journal
Developments in the Built Environment
Published
2026-02-13
DOI
https://doi.org/10.1016/j.dibe.2026.100878
Primary Topic
Indoor Air Quality and Microbial Exposure
Type
article
Field-Weighted Citation Impact
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article

Multi-domain interactions between indoor environmental quality, well-being and cognitive performance in smart educational spaces

Maximilian Günzel, Simon Stinglhammer, Werner Jensch
Developments in the Built Environment
Indoor Air Quality and Microbial Exposure
article

Multi-domain interactions between indoor environmental quality, well-being and cognitive performance in smart educational spaces

Maximilian Günzel, Simon Stinglhammer, Werner Jensch
article en

Abstract

Indoor Environmental Quality (IEQ) significantly affects cognitive performance and well-being in educational settings. This study examined multi-domain interactions between indoor climate parameters (CO 2 concentration, temperature, humidity) and user control in smart and non-smart classrooms. Over two semesters, master’s students (mean age ≈ 24 years) participated in a ten-week FAIR-2 concentration test series. Linear mixed models and non-parametric analyses were applied to assess the influence of environmental factors and subjective well-being on cognitive performance. Results showed that smart-controlled rooms maintained lower CO 2 levels and more stable temperatures, improving concentration and perceived comfort, particularly during summer conditions. In contrast, higher winter temperatures correlated negatively with performance, potentially due to thermal discomfort and clothing insulation. The findings highlight the importance of adaptive smart systems and user feedback in optimizing indoor environments for health, comfort, and cognitive function in educational buildings. • Multidomain study linking IEQ parameters and cognitive performance • Smart-controlled room stabilized CO 2 and temperature levels • User control and feedback improved concentration and well-being • Linear mixed models quantified seasonal and environmental effects • Findings inform design of adaptive smart learning spaces

Developments in the Built EnvironmentVol. 25
Munich University of Applied Sciences (DE)
Climate action
Openalex Percentile: Top 60%
Indoor Air Quality and Microbial Exposure
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