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Indoor environmental quality models: A bibliometric, mapping and clustering review

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  • Niza, Iasmin Lourenço
  • Cordeiro Gomes, Gabriel Costa
  • Broday, Evandro Eduardo

Abstract

Indoor environmental quality (IEQ) plays an essential role within buildings, impacting health, well-being and productivity, considering that individuals spend much of their daily lives indoors. Providing these individuals with a comfortable environment is an important issue. Through a literature review in the Scopus database, one thousand seven hundred and ten articles were identified, of which seventy-eight were selected based on the criteria established. Then, studies on IEQ models were investigated using bibliometric, mapping and hierarchical cluster analysis. The main conclusions of this research are: (I) bibliometric analysis revealed the existence of ninety-five indoor environmental quality models; (II) twelve aspects were identified: tangible aspects (usually measured by an equipment), encompassing thermal comfort, indoor air quality, acoustic comfort and visual comfort; and intangible aspects (mainly obtained by subjective responses via questionnaire), including biophilia and exterior views, cleaning and maintenance, personal control, layout and furniture, location and amenities, colors and textures, friendly atmosphere and pleasure at work; (III) mapping analysis revealed that the indoor air quality aspect is predominant in the models selected; (IV) hierarchical clustering formed five clusters, grouping the aspects thermal comfort and indoor air quality aspects in the same cluster; (V) the visualization of models highlighted the multidisciplinary nature of the indoor environmental quality concept, comprising physiological, psychological and social aspects. These results contributed to verifying the current state of the art and identifying future trends, highlighting a gap related to intangible aspects in the models. Also, improving IEQ by considering occupant behavior can help reduce energy consumption inside buildings.

Suggested Citation

  • Niza, Iasmin Lourenço & Cordeiro Gomes, Gabriel Costa & Broday, Evandro Eduardo, 2024. "Indoor environmental quality models: A bibliometric, mapping and clustering review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
  • Handle: RePEc:eee:rensus:v:203:y:2024:i:c:s1364032124005173
    DOI: 10.1016/j.rser.2024.114791
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    References listed on IDEAS

    as
    1. Lee, Changyong, 2021. "A review of data analytics in technological forecasting," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    2. Thomas Baudin & Robert Stelter, 2022. "The rural exodus and the rise of Europe," Journal of Economic Growth, Springer, vol. 27(3), pages 365-414, September.
    3. Claudia Valderrama-Ulloa & Lorena Silva-Castillo & Catalina Sandoval-Grandi & Carlos Robles-Calderon & Fabien Rouault, 2020. "Indoor Environmental Quality in Latin American Buildings: A Systematic Literature Review," Sustainability, MDPI, vol. 12(2), pages 1-19, January.
    4. Tripathy, Prajukta & Jena, Pabitra Kumar & Mishra, Bikash Ranjan, 2024. "Systematic literature review and bibliometric analysis of energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 200(C).
    5. Jeong, Kwangbok & Hong, Taehoon & Kim, Jimin & Cho, Kyuman, 2019. "Development of a multi-objective optimization model for determining the optimal CO2 emissions reduction strategies for a multi-family housing complex," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 118-131.
    6. Bjørn Grinde & Grete Grindal Patil, 2009. "Biophilia: Does Visual Contact with Nature Impact on Health and Well-Being?," IJERPH, MDPI, vol. 6(9), pages 1-12, August.
    7. Shilun Zhang & Xiaolong Zhao & Zixi Zeng & Xuan Qiu, 2019. "The Influence of Audio-Visual Interactions on Psychological Responses of Young People in Urban Green Areas: A Case Study in Two Parks in China," IJERPH, MDPI, vol. 16(10), pages 1-14, May.
    8. Ma, Nan & Aviv, Dorit & Guo, Hongshan & Braham, William W., 2021. "Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    9. Whiffen, T.R. & Naylor, S. & Hill, J. & Smith, L. & Callan, P.A. & Gillott, M. & Wood, C.J. & Riffat, S.B., 2016. "A concept review of power line communication in building energy management systems for the small to medium sized non-domestic built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 618-633.
    10. Naylor, Sophie & Gillott, Mark & Lau, Tom, 2018. "A review of occupant-centric building control strategies to reduce building energy use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 1-10.
    11. Stefano Riffelli, 2021. "Global Comfort Indices in Indoor Environments: A Survey," Sustainability, MDPI, vol. 13(22), pages 1-25, November.
    12. Nesreen Awada & Siti Sarawati Johar & Fadillah Binti Ismail, 2019. "The effect of employee happiness on performance of employees in public organization in United Arab Emirates," Journal of Administrative and Business Studies, Professor Dr. Usman Raja, vol. 5(5), pages 260-268.
    13. Cala, Anggie & Maturana-Córdoba, Aymer & Soto-Verjel, Joseph, 2023. "Exploring the pretreatments' influence on pressure reverse osmosis: PRISMA review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    14. He Zhang & Ravi Srinivasan, 2020. "A Systematic Review of Air Quality Sensors, Guidelines, and Measurement Studies for Indoor Air Quality Management," Sustainability, MDPI, vol. 12(21), pages 1-38, October.
    15. Perianes-Rodriguez, Antonio & Waltman, Ludo & van Eck, Nees Jan, 2016. "Constructing bibliometric networks: A comparison between full and fractional counting," Journal of Informetrics, Elsevier, vol. 10(4), pages 1178-1195.
    16. Luisa F. Cabeza & Marta Chàfer & Érika Mata, 2020. "Comparative Analysis of Web of Science and Scopus on the Energy Efficiency and Climate Impact of Buildings," Energies, MDPI, vol. 13(2), pages 1-24, January.
    17. Tan Yigitcanlar & Federico Cugurullo, 2020. "The Sustainability of Artificial Intelligence: An Urbanistic Viewpoint from the Lens of Smart and Sustainable Cities," Sustainability, MDPI, vol. 12(20), pages 1-24, October.
    18. Francesco Fassio & Aldo Fanchiotti & Roberto De Lieto Vollaro, 2014. "Linear, Non-Linear and Alternative Algorithms in the Correlation of IEQ Factors with Global Comfort: A Case Study," Sustainability, MDPI, vol. 6(11), pages 1-15, November.
    19. Hong, Taehoon & Koo, Choongwan & Kim, Daeho & Lee, Minhyun & Kim, Jimin, 2015. "An estimation methodology for the dynamic operational rating of a new residential building using the advanced case-based reasoning and stochastic approaches," Applied Energy, Elsevier, vol. 150(C), pages 308-322.
    20. Bowen Jia & Wenjie Li & Guanyu Chen & Wenbin Sun & Bowen Wang & Ning Xu, 2023. "Optimized Design of Skylight Arrangement to Enhance the Uniformity of Indoor Sunlight Illumination," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    21. Mehzabeen Mannan & Sami G. Al-Ghamdi, 2021. "Indoor Air Quality in Buildings: A Comprehensive Review on the Factors Influencing Air Pollution in Residential and Commercial Structure," IJERPH, MDPI, vol. 18(6), pages 1-25, March.
    22. Kim, Jimin & Hong, Taehoon & Jeong, Jaemin & Lee, Myeonghwi & Lee, Minhyun & Jeong, Kwangbok & Koo, Choongwan & Jeong, Jaewook, 2017. "Establishment of an optimal occupant behavior considering the energy consumption and indoor environmental quality by region," Applied Energy, Elsevier, vol. 204(C), pages 1431-1443.
    23. Hugh Byrd & Eziaku Onyeizu Rasheed, 2016. "The Productivity Paradox in Green Buildings," Sustainability, MDPI, vol. 8(4), pages 1-12, April.
    Full references (including those not matched with items on IDEAS)

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