IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i2p1075-d1028270.html
   My bibliography  Save this article

Using Sensor Data to Identify Factors Affecting Internal Air Quality within 279 Lower Income Households in Cornwall, South West of England

Author

Listed:
  • Christopher Johnes

    (Faculty of Medicine, University of Southampton, University Road, Southampton SO17 1BJ, UK)

  • Richard A. Sharpe

    (Wellbeing and Public Health Service, Cornwall Council, Truro TR1 3AY, UK
    European Centre for Environment and Human Health, College of Medicine and Health, University of Exeter, Truro TR1 3HD, UK)

  • Tamaryn Menneer

    (European Centre for Environment and Human Health, College of Medicine and Health, University of Exeter, Truro TR1 3HD, UK
    Environment and Sustainability Institute, Penryn Campus, University of Exeter, Penryn TR10 9FE, UK)

  • Timothy Taylor

    (European Centre for Environment and Human Health, College of Medicine and Health, University of Exeter, Truro TR1 3HD, UK)

  • Penelope Nestel

    (Faculty of Medicine, University of Southampton, University Road, Southampton SO17 1BJ, UK)

Abstract

(1) Background: Poor air quality affects health and causes premature death and disease. Outdoor air quality has received significant attention, but there has been less focus on indoor air quality and what drives levels of diverse pollutants in the home, such as particulate matter, and the impact this has on health; (2) Methods: This study conducts analysis of cross-sectional data from the Smartline project. Analyses of data from 279 social housing properties with indoor sensor data were used to assess multiple factors that could impact levels of particulate matter. T-Tests and Anova tests were used to explore associations between elevated PM 2.5 and building, household and smoking and vaping characteristics. Binary logistic regression was used to test the association between elevated particulate matter and self-reported health; (3) Results: Of the multiple potential drivers of the particulate matter investigated, smoking and vaping were significantly associated with mean PM 2.5 . Following multivariate analysis, only smoking remained significantly associated with higher mean concentrations. Properties in which <15 cigarettes/day were smoked were predicted to have PM 2.5 concentrations 9.06 µg/m 3 higher (95% CI 6.4, 12.82, p ≤ 0.001) than those in which residents were non-smokers and 11.82 µg/m 3 higher (95% CI 7.67, 18.19, p ≤ 0.001) where >15 cigarettes were smoked; (4) Conclusions: A total of 25% of social housing properties in this study experienced levels of indoor PM greater than WHO guideline levels for ambient air pollution. Although there are many factors that impact air quality, in this study the main driver was smoking. This highlights the importance of targeting smoking in indoor environments in future smoking cessation and control policy and practice and of understanding how pollutants interact in the home environment. There is also a need for further research into the impact on indoor air quality of vaping, particularly due to the rise in use and uncertainty of its long-term impact.

Suggested Citation

  • Christopher Johnes & Richard A. Sharpe & Tamaryn Menneer & Timothy Taylor & Penelope Nestel, 2023. "Using Sensor Data to Identify Factors Affecting Internal Air Quality within 279 Lower Income Households in Cornwall, South West of England," IJERPH, MDPI, vol. 20(2), pages 1-16, January.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:2:p:1075-:d:1028270
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/2/1075/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/20/2/1075/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carmela Protano & Pasquale Avino & Maurizio Manigrasso & Valerio Vivaldi & Franco Perna & Federica Valeriani & Matteo Vitali, 2018. "Environmental Electronic Vape Exposure from Four Different Generations of Electronic Cigarettes: Airborne Particulate Matter Levels," IJERPH, MDPI, vol. 15(10), pages 1-10, October.
    2. Lihui Huang & Zhongnan Pu & Mu Li & Jan Sundell, 2015. "Characterizing the Indoor-Outdoor Relationship of Fine Particulate Matter in Non-Heating Season for Urban Residences in Beijing," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-17, September.
    3. Yibing Yang & Liu Liu & Chunyu Xu & Na Li & Zhe Liu & Qin Wang & Dongqun Xu, 2018. "Source Apportionment and Influencing Factor Analysis of Residential Indoor PM 2.5 in Beijing," IJERPH, MDPI, vol. 15(4), pages 1-19, April.
    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. Mike Z. He & Xiange Zeng & Kaiyue Zhang & Patrick L. Kinney, 2017. "Fine Particulate Matter Concentrations in Urban Chinese Cities, 2005–2016: A Systematic Review," IJERPH, MDPI, vol. 14(2), pages 1-14, February.
    2. Mariangela Peruzzi & Elena Cavarretta & Giacomo Frati & Roberto Carnevale & Fabio Miraldi & Giuseppe Biondi-Zoccai & Sebastiano Sciarretta & Francesco Versaci & Vittoria Cammalleri & Pasquale Avino & , 2020. "Comparative Indoor Pollution from Glo, Iqos, and Juul, Using Traditional Combustion Cigarettes as Benchmark: Evidence from the Randomized SUR-VAPES AIR Trial," IJERPH, MDPI, vol. 17(17), pages 1-13, August.
    3. Soo Ran Won & In-Keun Shim & Jeonghoon Kim & Hyun Ah Ji & Yumi Lee & Jongchun Lee & Young Sung Ghim, 2021. "PM 2.5 and Trace Elements in Underground Shopping Districts in the Seoul Metropolitan Area, Korea," IJERPH, MDPI, vol. 18(1), pages 1-16, January.
    4. Vittoria Cammalleri & Daniela Marotta & Carmela Protano & Matteo Vitali & Paolo Villari & Maria Sofia Cattaruzza & on behalf of the Smoke-free Department Working Group, 2020. "How Do Combustion and Non-Combustion Products Used Outdoors Affect Outdoor and Indoor Particulate Matter Levels? A Field Evaluation Near the Entrance of an Italian University Library," IJERPH, MDPI, vol. 17(14), pages 1-15, July.
    5. Lijun Zhang & Changyi Guo & Xiaodong Jia & Huihui Xu & Meizhu Pan & Dong Xu & Xianbiao Shen & Jianghua Zhang & Jianguo Tan & Hailei Qian & Chunyang Dong & Yewen Shi & Xiaodan Zhou & Chen Wu, 2018. "Personal exposure measurements of school-children to fine particulate matter (PM2.5) in winter of 2013, Shanghai, China," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-16, April.
    6. Melinda Pénzes & Márta Bakacs & Zoltán Brys & József Vitrai & Gergely Tóth & Zombor Berezvai & Róbert Urbán, 2021. "Vaping-Related Adverse Events and Perceived Health Improvements: A Cross-Sectional Survey among Daily E-Cigarette Users," IJERPH, MDPI, vol. 18(16), pages 1-15, August.
    7. Guozhi Cao & Jun Bi & Zongwei Ma & Zhijuan Shao & Jinnan Wang, 2019. "Seasonal Characteristics of the Chemical Composition of Fine Particles in Residences of Nanjing, China," IJERPH, MDPI, vol. 16(6), pages 1-15, March.
    8. Rachel Boykan & Maciej L. Goniewicz & Catherine R. Messina, 2019. "Evidence of Nicotine Dependence in Adolescents Who Use Juul and Similar Pod Devices," IJERPH, MDPI, vol. 16(12), pages 1-6, June.
    9. Carmela Protano & Maurizio Manigrasso & Vittoria Cammalleri & Giuseppe Biondi Zoccai & Giacomo Frati & Pasquale Avino & Matteo Vitali, 2020. "Impact of Electronic Alternatives to Tobacco Cigarettes on Indoor Air Particular Matter Levels," IJERPH, MDPI, vol. 17(8), pages 1-10, April.
    10. Ho-Hyun Kim & Min-Jung Kwak & Kwang-Jin Kim & Yoon-Kyung Gwak & Jeong-Hun Lee & Ho-Hyeong Yang, 2020. "Evaluation of IAQ Management Using an IoT-Based Indoor Garden," IJERPH, MDPI, vol. 17(6), pages 1-14, March.
    11. Maurizio Manigrasso & Carmela Protano & Matteo Vitali & Pasquale Avino, 2021. "Passive Vaping from Sub-Ohm Electronic Cigarette Devices," IJERPH, MDPI, vol. 18(21), pages 1-14, November.
    12. Monique Williams & Prue Talbot, 2019. "Design Features in Multiple Generations of Electronic Cigarette Atomizers," IJERPH, MDPI, vol. 16(16), pages 1-15, August.
    13. Evan Floyd & Toluwanimi Oni & Changjie Cai & Bilal Rehman & Jooyeon Hwang & Tyler Watson, 2022. "Validation of a High Flow Rate Puff Topography System Designed for Measurement of Sub-Ohm, Third Generation Electronic Nicotine Delivery Systems," IJERPH, MDPI, vol. 19(13), pages 1-12, June.
    14. Yibing Yang & Liu Liu & Chunyu Xu & Na Li & Zhe Liu & Qin Wang & Dongqun Xu, 2018. "Source Apportionment and Influencing Factor Analysis of Residential Indoor PM 2.5 in Beijing," IJERPH, MDPI, vol. 15(4), pages 1-19, April.
    15. Si Yun Moon & Tae Won Kim & Yoon-Ji Kim & Youngki Kim & Se Yeong Kim & Dongmug Kang, 2019. "Public Facility Utility and Third-Hand Smoking Exposure without First and Second-Hand Smoking According to Urinary Cotinine Level," IJERPH, MDPI, vol. 16(5), pages 1-14, March.
    16. Haneen Khreis & Mark J. Nieuwenhuijsen, 2017. "Traffic-Related Air Pollution and Childhood Asthma: Recent Advances and Remaining Gaps in the Exposure Assessment Methods," IJERPH, MDPI, vol. 14(3), pages 1-19, March.
    17. Evan Floyd & Sara Greenlee & Toluwanimi Oni & Balaji Sadhasivam & Lurdes Queimado, 2021. "The Effect of Flow Rate on a Third-Generation Sub-Ohm Tank Electronic Nicotine Delivery System—Comparison of CORESTA Flow Rates to More Realistic Flow Rates," IJERPH, MDPI, vol. 18(14), pages 1-13, July.

    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:gam:jijerp:v:20:y:2023:i:2:p:1075-:d:1028270. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.