IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i7p1479-d157711.html
   My bibliography  Save this article

A Multilevel Analysis of Perceived Noise Pollution, Geographic Contexts and Mental Health in Beijing

Author

Listed:
  • Jing Ma

    (Beijing Key Laboratory for Remote Sensing of Environment and Digital Cities, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China)

  • Chunjiang Li

    (College of Urban and Environmental Sciences, Peking University, Beijing 100871, China)

  • Mei-Po Kwan

    (Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Natural History Building, MC-150, 1301 W Green Street, Urbana, IL 61801, USA
    Department of Human Geography and Spatial Planning, Faculty of Geosciences, Utrecht University, P.O. Box 80125, 3508 TC Utrecht, The Netherlands)

  • Yanwei Chai

    (College of Urban and Environmental Sciences, Peking University, Beijing 100871, China)

Abstract

With rapid urbanization and increase in car ownership, ambient noise pollution resulting from diversified sources (e.g., road traffic, railway, commercial services) has become a severe environmental problem in the populated areas in China. However, research on the spatial variation of noise pollution and its potential effects on urban residents’ mental health has to date been quite scarce in developing countries like China. Using a health survey conducted in Beijing in 2017, we for the first time investigated the spatial distributions of multiple noise pollution perceived by residents in Beijing, including road traffic noise, railway (or subway) noise, commercial noise, and housing renovation (or construction) noise. Our results indicate that there is geographic variability in noise pollution at the neighborhood scale, and road traffic and housing renovation/construction are the principal sources of noise pollution in Beijing. We then employed Bayesian multilevel logistic models to examine the associations between diversified noise pollution and urban residents’ mental health symptoms, including anxiety, stress, fatigue, headache, and sleep disturbance, while controlling for a wide range of confounding factors such as socio-demographics, objective built environment characteristics, social environment and geographic context. The results show that perceived higher noise-pollution exposure is significantly associated with worse mental health, while physical environment variables seem to contribute little to variations in self-reported mental disorders, except for proximity to the main road. Social factors or socio-demographic attributes, such as age and income, are significant covariates of urban residents’ mental health, while the social environment (i.e., community attachment) and housing satisfaction are significantly correlated with anxiety and stress. This study provides empirical evidence on the noise-health relationships in the Chinese context and sheds light on the policy implications for environmental pollution mitigation and healthy city development in China.

Suggested Citation

  • Jing Ma & Chunjiang Li & Mei-Po Kwan & Yanwei Chai, 2018. "A Multilevel Analysis of Perceived Noise Pollution, Geographic Contexts and Mental Health in Beijing," IJERPH, MDPI, vol. 15(7), pages 1-18, July.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:7:p:1479-:d:157711
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/7/1479/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/15/7/1479/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pengxiang Zhao & Mei-Po Kwan & Suhong Zhou, 2018. "The Uncertain Geographic Context Problem in the Analysis of the Relationships between Obesity and the Built Environment in Guangzhou," IJERPH, MDPI, vol. 15(2), pages 1-20, February.
    2. Charlotte Clark & Katarina Paunovic, 2018. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Quality of Life, Wellbeing and Mental Health," IJERPH, MDPI, vol. 15(11), pages 1-27, October.
    3. Mathias Basner & Sarah McGuire, 2018. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Effects on Sleep," IJERPH, MDPI, vol. 15(3), pages 1-45, March.
    4. Oiamo, Tor H. & Luginaah, Isaac N. & Baxter, Jamie, 2015. "Cumulative effects of noise and odour annoyances on environmental and health related quality of life," Social Science & Medicine, Elsevier, vol. 146(C), pages 191-203.
    5. Rainer Guski & Dirk Schreckenberg & Rudolf Schuemer, 2017. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Annoyance," IJERPH, MDPI, vol. 14(12), pages 1-39, December.
    6. Giulia Melis & Elena Gelormino & Giulia Marra & Elisa Ferracin & Giuseppe Costa, 2015. "The Effects of the Urban Built Environment on Mental Health: A Cohort Study in a Large Northern Italian City," IJERPH, MDPI, vol. 12(11), pages 1-18, November.
    7. Mariola Śliwińska-Kowalska & Kamil Zaborowski, 2017. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Permanent Hearing Loss and Tinnitus," IJERPH, MDPI, vol. 14(10), pages 1-19, September.
    8. Steele, Fiona, 2008. "Multilevel models for longitudinal data," LSE Research Online Documents on Economics 52203, London School of Economics and Political Science, LSE Library.
    9. Jing Ma & Gordon Mitchell & Guanpeng Dong & Wenzhong Zhang, 2017. "Inequality in Beijing: A Spatial Multilevel Analysis of Perceived Environmental Hazard and Self-Rated Health," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(1), pages 109-129, January.
    10. Elise Van Kempen & Maribel Casas & Göran Pershagen & Maria Foraster, 2018. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Cardiovascular and Metabolic Effects: A Summary," IJERPH, MDPI, vol. 15(2), pages 1-59, February.
    11. Jun Xiao & Xiaodong Li & Zhihui Zhang, 2016. "DALY-Based Health Risk Assessment of Construction Noise in Beijing, China," IJERPH, MDPI, vol. 13(11), pages 1-18, October.
    12. Kostas Mouratidis, 2018. "Rethinking how built environments influence subjective well-being: a new conceptual framework," Journal of Urbanism: International Research on Placemaking and Urban Sustainability, Taylor & Francis Journals, vol. 11(1), pages 24-40, January.
    13. Fiona Steele, 2008. "Multilevel models for longitudinal data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 5-19, January.
    14. Yang Xiao & Siyu Miao & Chinmoy Sarkar & Huizhi Geng & Yi Lu, 2018. "Exploring the Impacts of Housing Condition on Migrants’ Mental Health in Nanxiang, Shanghai: A Structural Equation Modelling Approach," IJERPH, MDPI, vol. 15(2), pages 1-14, January.
    15. Dirk Schreckenberg & Markus Meis & Cara Kahl & Christin Peschel & Thomas Eikmann, 2010. "Aircraft Noise and Quality of Life around Frankfurt Airport," IJERPH, MDPI, vol. 7(9), pages 1-24, August.
    16. Harris Héritier & Danielle Vienneau & Patrizia Frei & Ikenna C. Eze & Mark Brink & Nicole Probst-Hensch & Martin Röösli, 2014. "The Association between Road Traffic Noise Exposure, Annoyance and Health-Related Quality of Life (HRQOL)," IJERPH, MDPI, vol. 11(12), pages 1-16, December.
    17. Mark J. Nieuwenhuijsen & Gordana Ristovska & Payam Dadvand, 2017. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Adverse Birth Outcomes," IJERPH, MDPI, vol. 14(10), pages 1-16, October.
    18. Charlotte Clark & Katarina Paunovic, 2018. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Cognition," IJERPH, MDPI, vol. 15(2), pages 1-23, February.
    19. Lian Gu & Juanjuan Xie & Jianxiong Long & Qing Chen & Qiang Chen & Runde Pan & Yan Yan & Guangliang Wu & Baoyun Liang & Jinjing Tan & Xinfeng Xie & Bo Wei & Li Su, 2013. "Epidemiology of Major Depressive Disorder in Mainland China: A Systematic Review," PLOS ONE, Public Library of Science, vol. 8(6), pages 1-9, June.
    20. Araya, Ricardo & Dunstan, Frank & Playle, Rebecca & Thomas, Hollie & Palmer, Stephen & Lewis, Glyn, 2006. "Perceptions of social capital and the built environment and mental health," Social Science & Medicine, Elsevier, vol. 62(12), pages 3072-3083, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hobbs, M. & Milfont, T.L. & Marek, L. & Yogeeswaran, K. & Sibley, C.G., 2022. "The environment an adult resides within is associated with their health behaviours, and their mental and physical health outcomes: a nationwide geospatial study," Social Science & Medicine, Elsevier, vol. 301(C).
    2. Ignacio Miralles & Carlos Granell, 2019. "Considerations for Designing Context-Aware Mobile Apps for Mental Health Interventions," IJERPH, MDPI, vol. 16(7), pages 1-21, April.
    3. Sun, Bindong & Liu, Jiahang & Yin, Chun & Cao, Jason, 2022. "Residential and workplace neighborhood environments and life satisfaction: Exploring chain-mediation effects of activity and place satisfaction," Journal of Transport Geography, Elsevier, vol. 104(C).
    4. Charlotte Clark & Clare Crumpler & Hilary Notley, 2020. "Evidence for Environmental Noise Effects on Health for the United Kingdom Policy Context: A Systematic Review of the Effects of Environmental Noise on Mental Health, Wellbeing, Quality of Life, Cancer," IJERPH, MDPI, vol. 17(2), pages 1-34, January.
    5. Abu Yousuf Md Abdullah & Jane Law & Zahid A. Butt & Christopher M. Perlman, 2021. "Understanding the Differential Impact of Vegetation Measures on Modeling the Association between Vegetation and Psychotic and Non-Psychotic Disorders in Toronto, Canada," IJERPH, MDPI, vol. 18(9), pages 1-25, April.
    6. Ana Louro & Nuno Marques da Costa & Eduarda Marques da Costa, 2021. "From Livable Communities to Livable Metropolis: Challenges for Urban Mobility in Lisbon Metropolitan Area (Portugal)," IJERPH, MDPI, vol. 18(7), pages 1-22, March.
    7. Shiwang Yu & Na Guo & Caimiao Zheng & Yu Song & Jianli Hao, 2021. "Investigating the Association between Outdoor Environment and Outdoor Activities for Seniors Living in Old Residential Communities," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    8. Yinhua Tao & Jie Yang & Yanwei Chai, 2019. "The Anatomy of Health-Supportive Neighborhoods: A Multilevel Analysis of Built Environment, Perceived Disorder, Social Interaction and Mental Health in Beijing," IJERPH, MDPI, vol. 17(1), pages 1-19, December.
    9. Peng Zhou & Siwei Sun & Tao Chen & Yue Pan & Wanqing Xu & Hailu Zhang, 2022. "Impacts of Social Inequality, Air Pollution, Rural–Urban Divides, and Insufficient Green Space on Residents’ Health in China: Insight from Chinese General Social Survey Data Analysis," IJERPH, MDPI, vol. 19(21), pages 1-17, October.
    10. Dongliang Yang & Xiangheng Liu & Zhichao Ren & Mingna Li, 2022. "Relation between Noise Pollution and Life Satisfaction Based on the 2019 Chinese Social Survey," IJERPH, MDPI, vol. 19(12), pages 1-13, June.
    11. Peng Yang & Shanshan Dai & Honggang Xu & Peng Ju, 2018. "Perceived Environmental, Individual and Social Factors of Long-Distance Collective Walking in Cities," IJERPH, MDPI, vol. 15(11), pages 1-20, November.
    12. Liqin Zhang & Lin Wu, 2021. "Effects of Environmental Quality Perception on Depression: Subjective Social Class as a Mediator," IJERPH, MDPI, vol. 18(11), pages 1-14, June.
    13. Zihan Kan & Mei-Po Kwan & Mee Kam Ng & Hendrik Tieben, 2022. "The Impacts of Housing Characteristics and Built-Environment Features on Mental Health," IJERPH, MDPI, vol. 19(9), pages 1-19, April.

    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. Myriam Tobollik & Matthias Hintzsche & Jördis Wothge & Thomas Myck & Dietrich Plass, 2019. "Burden of Disease Due to Traffic Noise in Germany," IJERPH, MDPI, vol. 16(13), pages 1-19, June.
    2. Owen Douglas & Enda Murphy, 2020. "Assessing the Treatment of Potential Effect Modifiers Informing World Health Organisation Guidelines for Environmental Noise," IJERPH, MDPI, vol. 17(1), pages 1-17, January.
    3. Irene van Kamp & Sendrick Simon & Hilary Notley & Christos Baliatsas & Elise van Kempen, 2020. "Evidence Relating to Environmental Noise Exposure and Annoyance, Sleep Disturbance, Cardio-Vascular and Metabolic Health Outcomes in the Context of IGCB (N): A Scoping Review of New Evidence," IJERPH, MDPI, vol. 17(9), pages 1-21, April.
    4. Janice Hegewald & Melanie Schubert & Matthias Lochmann & Andreas Seidler, 2021. "The Burden of Disease Due to Road Traffic Noise in Hesse, Germany," IJERPH, MDPI, vol. 18(17), pages 1-19, September.
    5. Charlotte Clark & Clare Crumpler & Hilary Notley, 2020. "Evidence for Environmental Noise Effects on Health for the United Kingdom Policy Context: A Systematic Review of the Effects of Environmental Noise on Mental Health, Wellbeing, Quality of Life, Cancer," IJERPH, MDPI, vol. 17(2), pages 1-34, January.
    6. Angel M. Dzhambov & Peter Lercher, 2019. "Road Traffic Noise Exposure and Depression/Anxiety: An Updated Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 16(21), pages 1-22, October.
    7. Hanns Moshammer & Julian Panholzer & Lisa Ulbing & Emanuel Udvarhelyi & Barbara Ebenbauer & Stefanie Peter, 2019. "Acute Effects of Air Pollution and Noise from Road Traffic in a Panel of Young Healthy Adults," IJERPH, MDPI, vol. 16(5), pages 1-16, March.
    8. Davide Petri & Gaetano Licitra & Maria Angela Vigotti & Luca Fredianelli, 2021. "Effects of Exposure to Road, Railway, Airport and Recreational Noise on Blood Pressure and Hypertension," IJERPH, MDPI, vol. 18(17), pages 1-15, August.
    9. Falk Hemker & Timo Haselhoff & Susanne Brunner & Bryce T. Lawrence & Katja Ickstadt & Susanne Moebus, 2023. "The Role of Traffic Volume on Sound Pressure Level Reduction before and during COVID-19 Lockdown Measures—A Case Study in Bochum, Germany," IJERPH, MDPI, vol. 20(6), pages 1-16, March.
    10. Antonio J. Torija & Charlotte Clark, 2021. "A Psychoacoustic Approach to Building Knowledge about Human Response to Noise of Unmanned Aerial Vehicles," IJERPH, MDPI, vol. 18(2), pages 1-16, January.
    11. Angel M. Dzhambov & Peter Lercher, 2019. "Road Traffic Noise Exposure and Birth Outcomes: An Updated Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 16(14), pages 1-20, July.
    12. Christoph Lechner & Christian Kirisits, 2022. "The Effect of Land-Use Categories on Traffic Noise Annoyance," IJERPH, MDPI, vol. 19(23), pages 1-12, November.
    13. Irene van Kamp & Frits van den Berg, 2021. "Health Effects Related to Wind Turbine Sound: An Update," IJERPH, MDPI, vol. 18(17), pages 1-29, August.
    14. Elisa Bustaffa & Olivia Curzio & Gabriele Donzelli & Francesca Gorini & Nunzia Linzalone & Marco Redini & Fabrizio Bianchi & Fabrizio Minichilli, 2022. "Risk Associations between Vehicular Traffic Noise Exposure and Cardiovascular Diseases: A Residential Retrospective Cohort Study," IJERPH, MDPI, vol. 19(16), pages 1-19, August.
    15. Xiangpu Gong & Benjamin Fenech & Claire Blackmore & Yingxin Chen & Georgia Rodgers & John Gulliver & Anna L. Hansell, 2022. "Association between Noise Annoyance and Mental Health Outcomes: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(5), pages 1-25, February.
    16. Janice Hegewald & Melanie Schubert & Alice Freiberg & Karla Romero Starke & Franziska Augustin & Steffi G. Riedel-Heller & Hajo Zeeb & Andreas Seidler, 2020. "Traffic Noise and Mental Health: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 17(17), pages 1-26, August.
    17. Sha Li & Daniel Yee Tak Fong & Sarah Lai Yin Wan & Bradley McPherson & Esther Yuet Ying Lau & Lixi Huang & Mary Sau Man Ip & Janet Yuen Ha Wong, 2021. "A Short Form of the Chinese Version of the Weinstein Noise Sensitivity Scale through Optimal Test Assembly," IJERPH, MDPI, vol. 18(3), pages 1-10, January.
    18. Tommy Langen & Vimala Nunavath & Ole Henrik Dahle, 2021. "A Conceptual Framework Proposal for a Noise Modelling Service for Drones in U-Space Architecture," IJERPH, MDPI, vol. 19(1), pages 1-20, December.
    19. Valentin Simoncic & Séverine Deguen & Christophe Enaux & Stéphanie Vandentorren & Wahida Kihal-Talantikite, 2022. "A Comprehensive Review on Social Inequalities and Pregnancy Outcome—Identification of Relevant Pathways and Mechanisms," IJERPH, MDPI, vol. 19(24), pages 1-43, December.
    20. Melanie Schubert & Janice Hegewald & Alice Freiberg & Karla Romero Starke & Franziska Augustin & Steffi G. Riedel-Heller & Hajo Zeeb & Andreas Seidler, 2019. "Behavioral and Emotional Disorders and Transportation Noise among Children and Adolescents: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 16(18), pages 1-16, September.

    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:15:y:2018:i:7:p:1479-:d:157711. 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.