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A holistic approach for the assessment of the indoor environmental quality, student productivity, and energy consumption in primary schools

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Abstract

The perception of the indoor environmental quality (IEQ) through questionnaires in conjunction with in-field measurements related to the indoor air quality (IAQ), the thermal comfort and the lighting environment were studied in nine naturally ventilated schools of Athens, Greece. Cluster analysis was carried out in order to determine the ranges of indoor air pollutants, temperature (T), relative humidity (RH), and ventilation rates at which the students were satisfied with the indoor environment. It was found that increased levels of particulate matter did not have a negative effect on students’ perception while students seemed to link the degradation of IAQ with temperature variations. Statistically significant correlations were further found between measurement results and students’ perception of the IEQ. Students’ sick building syndrome (SBS) symptoms and performance of schoolwork were also investigated as a function of the levels of indoor air pollutants and ventilation, and there were found significant positive correlations between particulate matter (PM) and certain health symptoms. Students’ learning performance seemed to be affected by the ventilation rates and carbon dioxide (CO2) concentrations while certain health effects positively correlated to the levels of PM and CO2. The energy consumption of schools was rather low compared to other national findings, and both the electricity and oil consumption for heating positively correlated to the levels of indoor air pollutants.

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References

  • ASHRAE 2010.American Society of Heating, Refrigerating and Air-Conditioning Engineers, Inc. Performance Measurement Protocols for Commercial Buildings. ISBN 978-1-933742-79-3.

  • Assimakopoulos, M. N., Dounis, A., Spanou, A., & Santamouris, M. (2013). Indoor air quality in a metropolitan area metro using fuzzy logic assessment. Science of the Total Environment, 449, 461–469. doi:10.1016/j.scitotenv.2012.12.043.

    Article  CAS  Google Scholar 

  • Bako-Biro, A., Clements-Croome, D. J., Kochhar, N., Awbi, H. B., & Williams, M. J. (2012). Ventilation rates in schools and pupils’ performance. Building and Environment, 48, 215–223. doi:10.1016/j.buildenv.2011.08.018.

    Article  Google Scholar 

  • Bass, B., Economou, V., Lee, C. K. K., Trudy, P., Smith, S. A., & Yip, Q. (2003). The interaction Between Physical and Social-Psychological Factors in Indoor Environmental Health. Environmental Monitoring and Assessment, 85(2), 199–219. doi:10.1023/A:1023694130483.

    Article  Google Scholar 

  • Building Bulleting 90. Lighting Design for Schools. Architects & Building Branch, Department for Education and Employment, 1999, ISBN 0 11 271041 7.

  • Corgnatti, S. P., Ansaldi, R., & Filipi, M. (2009). Thermal comfort in Italian classrooms under free running conditions during mid seasons: Assessment through objective and subjective approaches. Building and Environment, 44, 785–792. doi:10.1016/j.buildenv.2008.05.023.

    Article  Google Scholar 

  • Dascalaki, E. G., & Sermpetzoglou, V. G. (2011). Energy performance and indoor environmental quality in Hellenic schools. Energy and Buildings, 43, 718–727. doi:10.1016/j.enbuild.2010.11.017.

    Article  Google Scholar 

  • De Dear, R. J., Leow, K. G., & Ameen, A. (1991). Thermal comfort in the humid tropics. Part I. Climate chapter experiments on temperature preferences in Singapore. ASHRAE Transactions, 97(1), 874–879.

    Google Scholar 

  • De Guili, V., Da Pos, O., & De Carli, M. (2012). Indoor environmental quality and pupil perception in Italian primary schools. Building Environment, 56, 335–345. doi:10.1016/j.buildenv.2012.03.024.

    Article  Google Scholar 

  • Diapouli, E., Chaloulakou, A., Mihalopoulos, N., & Spyrellis, N. (2008). Indoor and outdoor PM mass and number concentrations at schools in the Athens area. Environmental Monitoring and Assessment, 136, 13–20.

    Article  CAS  Google Scholar 

  • Dorizas, P. V., Kapsanaki-Gotsi, E., Assimakopoulos, M. N., & Santamouris, M. (2013a). Correlation of Particulate Matter with Airborne Fungi in Schools in Greece. International Journal of Ventilation, 12(1), 1–16. doi:10.5555/2044-4044-12.1.1.

    Google Scholar 

  • Dorizas PV, Assimakopoulos MN, Helmis C, Santamouris M, Signaios J, Stathi K. Does indoor environmental quality affect students performance?34th AIVC-3rd TightVent-2nd Cool Roofs'-1st Venticool Conference, Athens, 25-26 September 2013. 2013b. p. 113-115.

  • Dorizas, P. V., Assimakopoulos, M. N., Helmis, C., & Santamouris, M. (2015). An integrated evaluation study of the ventilation rate, the exposure and the air quality in naturally ventilated classrooms in the Mediterranean region during spring. Science of the Total Environment, 502(1), 557–570. doi:10.1016/j.scitotenv.2014.09.060.

    Article  CAS  Google Scholar 

  • Fanger, P. O. (1970). Thermal Comfort. Copenhagen: Danish Technical Press.

    Google Scholar 

  • Frontczak, M., Andersen, R. V., & Wargocki, P. (2012). Questionnaire survey on factors influencing comfort with indoor environmental quality in Danish housing. Building and Environment, 50, 56–64.

    Article  Google Scholar 

  • Gaitani, N., Lehmann, C., Santamouris, M., Mihalakakou, G., & Patargias, P. (2010). Usingprincipal component and cluster analysis in theheating evaluation of the school building sector. Applied Energy, 87(6), 2079–2086. doi:10.1016/j.apenergy.2009.12.007.

    Article  Google Scholar 

  • Halios, C. H., Assimakopoulos, M. N., Chrisafis, D. S. S., & Santamouris, M. (2010). Studying the effect of indoor sources and ventilation on the concentrations of particulates in dining halls. International Journal of Ventilation, 8(4), 359–369.

    Google Scholar 

  • Haverinen-Shaughnessy, U., Moschandreas, D. J., & Shaughnessy, R. J. (2011). Association between substandard classroom ventilation rates and students; academic achievement. Indoor Air, 21, 121–131. doi:10.1111/j.1600-0668.2010.00686.x.

    Article  CAS  Google Scholar 

  • Helmis, C. G., Assimakopoulos, V. D., Flocas, H. A., Stathopoulou, O. I., Sgouros, G., & Hatzaki, M. (2009). Indoor air quality assessment in the Air Traffic Control Tower of the Athens Airport, Greece. Environmental Monitoring and Assessment, 148, 47–60. doi:10.1007/s10661-007-0138-9.

    Article  CAS  Google Scholar 

  • Kameda K, Murakami S, ItoK, Kaneko T. Study on productivity in the classroom (Part 3) Nationwide questionnaire survey on the effects of IEQ on learning performance. Proceedings of Clima 2007. Well Being Indoors.

  • Lee, M. C., Mui, K. W., Wong, L. T., Chan, W. Y., Lee, E. W. M., & Cheung, C. T. (2012). Student learning performance and indoor environmental quality (IEQ) in air-conditioned university teaching rooms. Building and Environment, 49, 238–244.

    Article  Google Scholar 

  • Matlab, R. (2012). Statistics Toolbox Release. Natick: The Math Works Inc.

    Google Scholar 

  • Mendell, M. J., & Heath, G. A. (2005). Do indoor pollutants and thermal conditions in schools influence students performance? A critical review of the literature. Indoor Air, 15, 27–32.

    Article  CAS  Google Scholar 

  • Ricciardi, P., & Buratti, C. (2012). Thermal comfort in open plan offices in northern Italy: An adaptive approach. Building and Environment, 56, 314–320. doi:10.1016/j.buildenv.2012.03.019.

    Article  Google Scholar 

  • Santamouris, M., Mihalakakou, G., Patarias, P., Gaitani, N., Sfakianaki, K., Papagralstra, M., Pavlou, C., Doukas, P., Primikiri, E., Geros, V., Assimakopoulos, M. N., Mitoula, R., & Zerefos, S. (2007). Using intelligent clustering techniques to classify the energy performance of school buildings. Energy and Buildings, 39, 45–51. doi:10.1016/j.enbuild.2006.04.018.

    Article  Google Scholar 

  • Santamouris, M., Paravantis, J. A., Founda, D., Kolokotsa, D., Michalakakou, P., Papadopoulos, A., Kontoulis, N., Tzavali, A., Stigka, E. K., Ioannidis, Z., Mehilli, A., Matthiessen, A., & Servou, E. (2013). Financial crisis and energy consumption: A household survey in Greece. Energy and Buildings, 65, 477–487. doi:10.1016/j.enbuild.2013.06.024.

    Article  Google Scholar 

  • Shaughnessy, R. J., Haverinen-Shaughnessy, U., Nevelainen, A., & Moschandreas, D. (2006). A preliminary study on the association between ventilation rates in classroom and student performance. Indoor Air, 16, 465–468. doi:10.1111/j.1600-0668.2006.00440.x.

    Article  CAS  Google Scholar 

  • Shendell, D. G., Prill, R., Fish, W. J., Apte, M. G., Blake, D., & Faulker, D. (2004). Associations between classroom CO2 concentrations and student attendance in Washington and Idaho. Indoor Air, 14, 333–341. doi:10.1111/j.1600-0668.2004.00251.x.

    Article  CAS  Google Scholar 

  • Silvers, A., Florence, B. T., Rourke, D. L., & Lorimor, R. J. (1994). How children spend their time-a sample survey for use in exposure and risk assessment. Risk Analysis, 14(6), 931–944. doi:10.1111/j.1539-6924.1994.tb00062.x.

    Article  CAS  Google Scholar 

  • SINPHONIE, project. Schools Indoor Pollution and Health: Observatory Network in Europe Available at: http://www.sinphonie.eu/about, accessed 24 July 2013.

  • Teli, D., Jentsch, M. F., & James, P. A. B. (2012). Naturally ventilated classrooms: An assessment of existing comfort models for predicting the thermal sensation and preference of primary school children. Energy and Buildings, 53, 166–182. doi:10.1016/j.enbuild.2012.06.022.

    Article  Google Scholar 

  • Teli, D., Patrick, A., James, B., & Jentsch, M. F. (2013). Thermal comfort in naturally ventilated primary school classrooms. Building Research and Information, 41(3), 301–316. doi:10.1080/09613218.2013.773493.

    Article  Google Scholar 

  • Wargocki, P., & Wyon, D. P. (2007). The effects of outdoor air supply rate and supply air filter condition in classrooms on the performance of schoolwork by children. HVAC & Research, 13(2), 165–191.

    Article  Google Scholar 

  • Wargocki, P., Wyon, D. P., Baik, Y. K., Clausen, G., & Fanger, P. O. (1999). Perceived air quality, sick building syndrome (SBS) symptoms and productivity in an office with two different pollution loads. Indoor Air, 9, 165–179.

    Article  CAS  Google Scholar 

  • Wong, N. H., & Khoo, S. S. (2003). Thermal comfort in classrooms in the tropics. Energy and Buildings, 35, 337–351. doi:10.1016/S0378-7788(02)00109-3.

    Article  Google Scholar 

  • Ye, X., Lian, Z., Jiang, C., Zhou, Z., & Chen, H. (2010). Investigation of indoor environmental quality in Shanghai metro stations, China. Environmental Monitoring and Assessment, 167, 643–651. doi:10.1007/s10661-009-1080-9.

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to acknowledge all of the participants in the experimental campaign. In particular, they gratefully acknowledge the contribution of John Syfnaios and Katerina Stathi in the conduction of the experimental campaign, the schools’ directors and teachers for their support during the monitoring period, and finally the students for their participation in the survey. This research has been cofinanced by the European Union (European Social Fund—ESF) and Greek national funds through the Operational Program “Education and Lifelong Learning” of the National Strategic Reference Framework (NSRF)-Research Funding Program: Heracleitus II (MIS 346942). Investing in knowledge society through the European Social Fund.

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The authors declare that there is no conflict of interest.

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Informed consent was obtained from all individual participants included in the study.

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Correspondence to Paraskevi Vivian Dorizas.

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Dorizas, P.V., Assimakopoulos, MN. & Santamouris, M. A holistic approach for the assessment of the indoor environmental quality, student productivity, and energy consumption in primary schools. Environ Monit Assess 187, 259 (2015). https://doi.org/10.1007/s10661-015-4503-9

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