Effects of Classroom Temperature and Humidity on Student Learning Performance: An Experimental Study Using Sensor-Based Monitoring

dc.contributor.author Kirkil, Gokhan
dc.date.accessioned 2026-01-15T14:58:18Z
dc.date.available 2026-01-15T14:58:18Z
dc.date.issued 2025
dc.description.abstract This study investigates the relationship between classroom thermal environment and student learning performance in a controlled university setting using Arduino-based temperature and humidity sensors. The experiment was conducted over 2 weeks with 53 undergraduate students at controlled temperatures of 20 degrees C and 27 degrees C. Results demonstrate significant correlations between student thermal satisfaction, GPA, and learning outcomes. Multiple regression analysis reveals that thermal environment satisfaction and student GPA together account for 23.15% of the variance in student grades (p < 0.001). Students reporting higher thermal satisfaction achieved better exam performance and maintained higher motivation levels. The study employed a 5-point Likert scale questionnaire to assess thermal perception and learning motivation. While limitations include the absence of mean radiant temperature measurements and short study duration, findings suggest that maintaining optimal classroom thermal conditions (20 degrees C-22 degrees C) is crucial for academic performance. The sensor-based monitoring system proved effective for real-time thermal environment assessment in educational settings. en_US
dc.identifier.doi 10.3389/fbuil.2025.1678438
dc.identifier.issn 2297-3362
dc.identifier.uri https://doi.org/10.3389/fbuil.2025.1678438
dc.identifier.uri https://hdl.handle.net/20.500.12469/7690
dc.language.iso en en_US
dc.publisher Frontiers Media SA en_US
dc.relation.ispartof Frontiers in Built Environment en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Classroom Environment en_US
dc.subject Thermal Conditions en_US
dc.subject Learning Performance en_US
dc.subject Student Comfort en_US
dc.subject Sensor-Based Monitoring en_US
dc.title Effects of Classroom Temperature and Humidity on Student Learning Performance: An Experimental Study Using Sensor-Based Monitoring en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Kirkil, Gokhan
gdc.description.department Kadir Has University en_US
gdc.description.departmenttemp [Kirkil, Gokhan] Kadir Has Univ, Dept Civil Engn, Istanbul, Turkiye en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.volume 11 en_US
gdc.description.woscitationindex Emerging Sources Citation Index
gdc.description.wosquality Q2
gdc.identifier.wos WOS:001652277700001
gdc.virtual.author Kirkil, Gökhan
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