IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2018i1p86-d194012.html
   My bibliography  Save this article

Negative Emotion under Haze: An Investigation Based on the Microblog and Weather Records of Tianjin, China

Author

Listed:
  • Xuan Sun

    (Zhou Enlai School of Government, Nankai University, Tianjin 300350, China
    Experimental Teaching Center of Applied Social Science, Nankai University, Tianjin 300350, China)

  • Wenting Yang

    (School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai 200240, China)

  • Tao Sun

    (Zhou Enlai School of Government, Nankai University, Tianjin 300350, China)

  • Ya Ping Wang

    (School of Social & Political Sciences, University of Glasgow, Glasgow G12 8RS, UK)

Abstract

Nowadays, many big cities are suffering from heavy air pollution and continuous haze weather. Compared with the threat on physical health, the influence of haze on people’s mental health is much less discussed in the current literature. Emotion is one of the most important indicators of mental health. To understand the negative impact of haze weather on the emotion of the people, we conducted an investigation based on historical weather records and microblog data in Tianjin, China. Specifically, an emotional thesaurus was generated with a microblog corpus collected from sample data. Based on the thesaurus, the public emotion under haze was statistically described. Then, through correlation analysis and comparative study, the relation and seasonal variation of haze and negative emotion of the public were well discussed. According to the study results, there was indeed a correlation between haze and negative emotion of the public, but the strength of this relationship varied under different conditions. The level of air pollution and weather context were both important factors that influence the mental effects of haze, and diverse patterns of negative emotion expression were demonstrated in different seasons of a year. Finally, for the benefit of people’s mental health under haze, recommendations were given for haze control from the side of government.

Suggested Citation

  • Xuan Sun & Wenting Yang & Tao Sun & Ya Ping Wang, 2018. "Negative Emotion under Haze: An Investigation Based on the Microblog and Weather Records of Tianjin, China," IJERPH, MDPI, vol. 16(1), pages 1-15, December.
  • Handle: RePEc:gam:jijerp:v:16:y:2018:i:1:p:86-:d:194012
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/1/86/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/16/1/86/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jitendra Kumar Rout & Kim-Kwang Raymond Choo & Amiya Kumar Dash & Sambit Bakshi & Sanjay Kumar Jena & Karen L. Williams, 2018. "A model for sentiment and emotion analysis of unstructured social media text," Electronic Commerce Research, Springer, vol. 18(1), pages 181-199, March.
    2. Ru-Jin Huang & Yanlin Zhang & Carlo Bozzetti & Kin-Fai Ho & Jun-Ji Cao & Yongming Han & Kaspar R. Daellenbach & Jay G. Slowik & Stephen M. Platt & Francesco Canonaco & Peter Zotter & Robert Wolf & Sim, 2014. "High secondary aerosol contribution to particulate pollution during haze events in China," Nature, Nature, vol. 514(7521), pages 218-222, October.
    3. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    4. Mireia Gascon & Margarita Triguero-Mas & David Martínez & Payam Dadvand & Joan Forns & Antoni Plasència & Mark J. Nieuwenhuijsen, 2015. "Mental Health Benefits of Long-Term Exposure to Residential Green and Blue Spaces: A Systematic Review," IJERPH, MDPI, vol. 12(4), pages 1-26, April.
    5. Helen L. Berry & Thomas D. Waite & Keith B. G. Dear & Anthony G. Capon & Virginia Murray, 2018. "The case for systems thinking about climate change and mental health," Nature Climate Change, Nature, vol. 8(4), pages 282-290, April.
    6. Ed Dehaan & Joshua Madsen & Joseph D. Piotroski, 2017. "Do Weather‐Induced Moods Affect the Processing of Earnings News?," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 509-550, June.
    7. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    8. Annemarie Ruijsbroek & Sigrid M. Mohnen & Mariël Droomers & Hanneke Kruize & Christopher Gidlow & Regina Gražulevičiene & Sandra Andrusaityte & Jolanda Maas & Mark J. Nieuwenhuijsen & Margarita Trigue, 2017. "Neighbourhood green space, social environment and mental health: an examination in four European cities," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(6), pages 657-667, July.
    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. Xi Wang & Liang Tang & Linan Zhang & Jie Zheng, 2022. "Initial Stage of the COVID-19 Pandemic: A Perspective on Health Risk Communications in the Restaurant Industry," IJERPH, MDPI, vol. 19(19), pages 1-20, September.

    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. Hao, Ying & Huang, Lixin & Huang, Yuxiu & Wei, Zi, 2023. "Air quality and CEO cross–regional turnover ——The role of compensation or incentive," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    2. Benedikt Janzen, 2022. "Temperature and Mental Health: Evidence from Helpline Calls," Papers 2207.04992, arXiv.org, revised Nov 2022.
    3. Nguyen, Hung T. & Pham, Mia Hang, 2021. "Air pollution and behavioral biases: Evidence from stock market anomalies," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    4. Elisabetta Ricciardi & Giuseppina Spano & Luigi Tinella & Antonella Lopez & Carmine Clemente & Andrea Bosco & Alessandro Oronzo Caffò, 2023. "Perceived Social Support Mediates the Relationship between Use of Greenspace and Geriatric Depression: A Cross-Sectional Study in a Sample of South-Italian Older Adults," IJERPH, MDPI, vol. 20(8), pages 1-11, April.
    5. Daniel Masterson & Margarita Triguero-Mas & Sandra Marquez & Wilma Zijlema & David Martinez & Christopher Gidlow & Graham Smith & Gemma Hurst & Marta Cirach & Regina Grazuleviciene & Magdalena Van den, 2022. "Use of the Natural Outdoor Environment in Different Populations in Europe in Relation to Access: Implications for Policy," IJERPH, MDPI, vol. 19(4), pages 1-13, February.
    6. Charlotte Wendelboe-Nelson & Sarah Kelly & Marion Kennedy & John W. Cherrie, 2019. "A Scoping Review Mapping Research on Green Space and Associated Mental Health Benefits," IJERPH, MDPI, vol. 16(12), pages 1-49, June.
    7. Yiyi Chen & Mark Stephens & Colin A. Jones, 2019. "Does Residents’ Satisfaction with the Neighbourhood Environment Relate to Residents’ Self-Rated Health? Evidence from Beijing," IJERPH, MDPI, vol. 16(24), pages 1-15, December.
    8. Chongxian Chen & Weijing Luo & Haiwei Li & Danting Zhang & Ning Kang & Xiaohao Yang & Yu Xia, 2020. "Impact of Perception of Green Space for Health Promotion on Willingness to Use Parks and Actual Use among Young Urban Residents," IJERPH, MDPI, vol. 17(15), pages 1-21, August.
    9. Siqing Shan & Xijie Ju & Yigang Wei & Zijin Wang, 2021. "Effects of PM 2.5 on People’s Emotion: A Case Study of Weibo (Chinese Twitter) in Beijing," IJERPH, MDPI, vol. 18(10), pages 1-21, May.
    10. Liu, Yan & Chen, Xi & Yan, Zhijun, 2019. "Depression in the House: The Effects of Household Air Pollution from Solid Fuel Use in China," IZA Discussion Papers 12654, Institute of Labor Economics (IZA).
    11. Fan, Rui & Xu, Ke & Zhao, Jichang, 2018. "An agent-based model for emotion contagion and competition in online social media," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 495(C), pages 245-259.
    12. Qiang Wen & Haiqiang Liu & Jinyuan Chen & Huiyao Ye & Zeyu Pan, 2023. "Evaluation of Satisfaction with the Built Environment of University Buildings under the Epidemic and Its Impact on Student Anxiety," IJERPH, MDPI, vol. 20(5), pages 1-23, February.
    13. Nour El Houda Ben Amor & Mohamed Nabil Mzoughi, 2023. "Do Millennials’ Motives for Using Snapchat Influence the Effectiveness of Snap Ads?," SAGE Open, , vol. 13(3), pages 21582440231, July.
    14. Schmidt, Christoph G. & Wuttke, David A. & Heese, H. Sebastian & Wagner, Stephan M., 2023. "Antecedents of public reactions to supply chain glitches," International Journal of Production Economics, Elsevier, vol. 259(C).
    15. Mahan, Joseph E. & Seo, Won Jae & Jordan, Jeremy S. & Funk, Daniel, 2015. "Exploring the impact of social networking sites on running involvement, running behavior, and social life satisfaction," Sport Management Review, Elsevier, vol. 18(2), pages 182-192.
    16. Molina, Arturo & Fernández, Alejandra C. & Gómez, Mar & Aranda, Evangelina, 2017. "Differences in the city branding of European capitals based on online vs. offline sources of information," Tourism Management, Elsevier, vol. 58(C), pages 28-39.
    17. Carmela Milano, 2015. "Democratization or else vulgarization of cultural capital? The role of social networks in theater’s audience behavior," Working Papers CEB 15-004, ULB -- Universite Libre de Bruxelles.
    18. Yayun Ren & Jian Yu & Guanglai Zhang & Chang Zhang & Wenmei Liao, 2023. "The Short- and Long-Run Impacts of Air Pollution on Human Health: New Evidence from China," IJERPH, MDPI, vol. 20(3), pages 1-23, January.
    19. Yucheng Zhang & Zhiling Wang & Lin Xiao & Lijun Wang & Pei Huang, 2023. "Discovering the evolution of online reviews: A bibliometric review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    20. Hassan Danaeefard & Ali Farazmand & Akram Dastyari, 2023. "The Iranian Coronavirus Pandemic (COVID-9) Crisismanship: Understanding the Contributions of National Culture, Media, Technology and Economic System," Public Organization Review, Springer, vol. 23(4), pages 1661-1682, December.

    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:16:y:2018:i:1:p:86-:d:194012. 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.