IDEAS home Printed from https://ideas.repec.org/a/spr/envpol/v26y2024i2d10.1007_s10018-021-00329-3.html
   My bibliography  Save this article

Use of smart monitoring and users’ feedback for to investigate the impact of the indoor environment on learning efficiency

Author

Listed:
  • Lamine Lagsaiar

    (Lille University
    Mohammed V University in Rabat)

  • Isam Shahrour

    (Lille University)

  • Ammar Aljer

    (Lille University)

  • Aziz Soulhi

    (Mohammed V University in Rabat)

Abstract

This paper presents an analysis of the impact of the indoor classroom environment on students’ learning efficiency. The research is based on a classroom smart monitoring and a questionnaire about the students’ assessment of the comfort conditions and learning efficiency. Multisensor devices are used to measure the indoor temperature, relative humidity, and CO2 concentration at the students’ desks. Data analysis concerned an investigation of the spatial and temporal variation of the comfort parameters and their correlation with students’ assessment of comfort conditions and learning efficiency. The results show a significant spatial variation in the indoor comfort conditions, particularly for temperature and CO2 concentration. The indoor temperature could exceed by up to 5 °C, the temperature threshold limits value in France’s public buildings. At the beginning of the class, the learning efficiency correlates well with the students’ assessment of comfort conditions. At the end of the class, the results show a weak correlation with both recorded comfort parameters and the students’ assessment of the indoor conditions. The results indicate a decrease in learning efficiency during the class. However, students do not mainly attribute this decrease to the degradation in indoor conditions.

Suggested Citation

  • Lamine Lagsaiar & Isam Shahrour & Ammar Aljer & Aziz Soulhi, 2024. "Use of smart monitoring and users’ feedback for to investigate the impact of the indoor environment on learning efficiency," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 26(2), pages 349-368, April.
    • Handle: RePEc:spr:envpol:v:26:y:2024:i:2:d:10.1007_s10018-021-00329-3
    DOI: 10.1007/s10018-021-00329-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10018-021-00329-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10018-021-00329-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Belaïd, Fateh & Joumni, Haitham, 2020. "Behavioral attitudes towards energy saving: Empirical evidence from France," Energy Policy, Elsevier, vol. 140(C).
    2. Lexuan Zhong & Jing Yuan & Brian Fleck, 2019. "Indoor Environmental Quality Evaluation of Lecture Classrooms in an Institutional Building in a Cold Climate," Sustainability, MDPI, vol. 11(23), pages 1-16, November.
    3. Belaïd, Fateh & Roubaud, David & Galariotis, Emilios, 2019. "Features of residential energy consumption: Evidence from France using an innovative multilevel modelling approach," Energy Policy, Elsevier, vol. 125(C), pages 277-285.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Belaïd, Fateh & Flambard, Véronique, 2023. "Boosting buildings energy efficiency: The impact of social norms and motivational feedback," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 26-39.
    2. Fateh Belaïd & Christophe Rault & Camille Massié, 2022. "A life-cycle theory analysis of French household electricity demand," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 501-530, April.
    3. Belaïd, Fateh & Youssef, Adel Ben & Lazaric, Nathalie, 2020. "Scrutinizing the direct rebound effect for French households using quantile regression and data from an original survey," Ecological Economics, Elsevier, vol. 176(C).
    4. Fateh Belaid, 2020. "Fuel Poverty Exposure and Drivers: A Comparison of Vulnerability Landscape Between Egypt and Jordan," LIS Working papers 789, LIS Cross-National Data Center in Luxembourg.
    5. Zihan Zhang & Enping Li & Guowei Zhang, 2023. "How Efficient China’s Tiered Pricing Is for Household Electricity: Evidence from Survey Data," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    6. Kabeya Clement Mulamba, 2021. "Relationship between education and households’ electricity-saving behaviours in South Africa: A multilevel logistic analysis," ERSA Working Paper Series, Economic Research Southern Africa, vol. 0.
    7. Belaïd, Fateh & Ranjbar, Zeinab & Massié, Camille, 2021. "Exploring the cost-effectiveness of energy efficiency implementation measures in the residential sector," Energy Policy, Elsevier, vol. 150(C).
    8. Belaïd, Fateh & Massié, Camille, 2023. "Driving forward a low-carbon built environment: The impact of energy context and environmental concerns on building renovation," Energy Economics, Elsevier, vol. 124(C).
    9. Maria Rubio Juan & Melanie Revilla, 2021. "Support for mitigation and adaptation climate change policies: effects of five attitudinal factors," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 26(6), pages 1-22, August.
    10. Jin Zhang & Lianrui Ma & Jinkai Li, 2021. "Why Low-Carbon Publicity Effect Limits? The Role of Heterogeneous Intention in Reducing Household Energy Consumption," Energies, MDPI, vol. 14(22), pages 1-17, November.
    11. Zbigniew Bohdanowicz & Beata Łopaciuk-Gonczaryk & Jarosław Kowalski & Cezary Biele, 2021. "Households’ Electrical Energy Conservation and Management: An Ecological Break-Through, or the Same Old Consumption-Growth Path?," Energies, MDPI, vol. 14(20), pages 1-21, October.
    12. Luis J. Camacho & Moises Banks & Satesh Sookhai & Emely Concepción, 2025. "Redimensioning the Theory of Planned Behavior on Workplace Energy Saving Intention: The Mediating Role of Environmental Knowledge and Organizational Culture," Sustainability, MDPI, vol. 17(8), pages 1-25, April.
    13. Salome Bakaloglou & Fateh Belaid, 2022. "The Role of Uncertainty in Shaping Individual Preferences for Residential Energy Renovation Decisions," The Energy Journal, , vol. 43(4), pages 127-158, May.
    14. Lazaric, Nathalie & Toumi, Mira, 2022. "Reducing consumption of electricity: A field experiment in Monaco with boosts and goal setting," Ecological Economics, Elsevier, vol. 191(C).
    15. Stelian Stancu & Anca Maria Hristea & Camelia Kailani & Denisa Elena Bala & Andreea Pernici, 2023. "Adoption of Voluntary Measures for Reducing Electricity Consumption in the REPowerEU Plan Context: A Romanian Consumer Perspective," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(64), pages 760-760, August.
    16. Fateh Belaïd & Christophe Rault & Camille Massié, 2021. "A Life-Cycle Analysis of French Household Electricity Demand," CESifo Working Paper Series 8814, CESifo.
    17. Nishant Raj Kapoor & Ashok Kumar & Tabish Alam & Anuj Kumar & Kishor S. Kulkarni & Paolo Blecich, 2021. "A Review on Indoor Environment Quality of Indian School Classrooms," Sustainability, MDPI, vol. 13(21), pages 1-43, October.
    18. Elisa Pennacchia & Carlo Romeo & Claudia Zylka, 2024. "Towards High-Efficiency Buildings for Sustainable Energy Transition: Standardized Prefabricated Solutions for Roof Retrofitting," Sustainability, MDPI, vol. 16(9), pages 1-27, May.
    19. Timuçin Harputlugil & Pieter de Wilde, 2025. "Building Occupant Energy Labels (OEL): Capturing the Human Factors in Buildings for Energy Efficiency," Sustainability, MDPI, vol. 17(3), pages 1-31, February.
    20. Belaïd, Fateh & Flambard, Véronique, 2024. "Ecological-behavioral economics: Impact of information on energy-renovation decision through third-party investing," Ecological Economics, Elsevier, vol. 221(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:envpol:v:26:y:2024:i:2:d:10.1007_s10018-021-00329-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.