IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i7p4012-d529958.html
   My bibliography  Save this article

The Impact of Air Quality on Effective Labor Supply: Based on the Survey Data of Zhejiang Province in China

Author

Listed:
  • Yongliang Yang

    (School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou 310018, China
    Ecological Civilization Research Center of Zhejiang Province, Hangzhou 310018, China)

  • Jing Fang

    (School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou 310018, China)

  • Wen Wang

    (School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou 310018, China)

  • Yan Li

    (School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou 310018, China)

  • Yi Li

    (Faculty of Tourism and Culture, International United Faculty between Ningbo University and University of Angers, Ningbo University, Ningbo 315201, China
    East China Sea Institute, Ningbo University, Ningbo 315211, China
    Center for Ecological Civilization of Yangtze River Delta, Ningbo University, Ningbo 315211, China)

Abstract

Labor is one of the most important factors of production and the basis for the development of social productivity. China’s aging population problem is serious, and the study of the labor supply is of great importance in order to achieve its second centenary goal regarding social development. In this study, four stage mixed sampling was used to conduct a questionnaire survey in the Zhejiang province of China, and 590 valid questionnaires were obtained. An ordered logit model and sample selection model were used to analyze the impact of air quality on the effective labor supply. The results show that the effective labor supply was significantly correlated with air quality. That is, the worse the air quality was, the lower the effective labor supply was, although this relationship was more explicit for people who worked indoors. When air quality impedes residents’ daily lives and even affects their health, it indirectly affects the effective supply of local labor. This paper indicates the causal relationship between economic development and the ecological environment and has enlightening significance for the realization of sustainable development.

Suggested Citation

  • Yongliang Yang & Jing Fang & Wen Wang & Yan Li & Yi Li, 2021. "The Impact of Air Quality on Effective Labor Supply: Based on the Survey Data of Zhejiang Province in China," Sustainability, MDPI, vol. 13(7), pages 1-22, April.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:7:p:4012-:d:529958
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/7/4012/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/7/4012/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ambrey, Christopher L. & Fleming, Christopher M. & Chan, Andrew Yiu-Chung, 2014. "Estimating the cost of air pollution in South East Queensland: An application of the life satisfaction non-market valuation approach," Ecological Economics, Elsevier, vol. 97(C), pages 172-181.
    2. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    3. Powdthavee, Nattavudh & Oswald, Andrew J., 2020. "Is there a link between air pollution and impaired memory? Evidence on 34,000 english citizens," Ecological Economics, Elsevier, vol. 169(C).
    4. Ahmadiani, Mona & Ferreira, Susana, 2019. "Environmental amenities and quality of life across the United States," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    5. 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.
    6. Freeman, Richard & Liang, Wenquan & Song, Ran & Timmins, Christopher, 2019. "Willingness to pay for clean air in China," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 188-216.
    7. Lichter, Andreas & Pestel, Nico & Sommer, Eric, 2017. "Productivity effects of air pollution: Evidence from professional soccer," Labour Economics, Elsevier, vol. 48(C), pages 54-66.
    8. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    9. Li, Xiao & Qiao, Yuanbo & Shi, Lei, 2019. "Has China's war on pollution slowed the growth of its manufacturing and by how much? Evidence from the Clean Air Action," China Economic Review, Elsevier, vol. 53(C), pages 271-289.
    10. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    11. W. Reed Walker, 2011. "Environmental Regulation and Labor Reallocation: Evidence from the Clean Air Act," American Economic Review, American Economic Association, vol. 101(3), pages 442-447, May.
    12. Tsurumi, Tetsuya & Managi, Shunsuke, 2020. "Health-related and non-health-related effects of PM2.5 on life satisfaction: Evidence from India, China and Japan," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 114-123.
    13. Shao, Shuai & Tian, Zhihua & Fan, Meiting, 2018. "Do the rich have stronger willingness to pay for environmental protection? New evidence from a survey in China," World Development, Elsevier, vol. 105(C), pages 83-94.
    14. Yuan, Liang & Shin, Kongjoo & Managi, Shunsuke, 2018. "Subjective Well-being and Environmental Quality: The Impact of Air Pollution and Green Coverage in China," Ecological Economics, Elsevier, vol. 153(C), pages 124-138.
    15. Sun, Cong & Kahn, Matthew E. & Zheng, Siqi, 2017. "Self-protection investment exacerbates air pollution exposure inequality in urban China," Ecological Economics, Elsevier, vol. 131(C), pages 468-474.
    16. García-Mainar, Inmaculada & Montuenga, Víctor M. & Navarro-Paniagua, María, 2015. "Workplace environmental conditions and life satisfaction in Spain," Ecological Economics, Elsevier, vol. 119(C), pages 136-146.
    17. Laffan, Kate, 2018. "Every breath you take, every move you make: Visits to the outdoors and physical activity help to explain the relationship between air pollution and subjective wellbeing," Ecological Economics, Elsevier, vol. 147(C), pages 96-113.
    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. Yongliang Yang & Yuting Zhu & Xiaopeng Wang & Yi Li, 2022. "The Perception of Environmental Information Disclosure on Rural Residents’ Pro-Environmental Behavior," IJERPH, MDPI, vol. 19(13), pages 1-22, June.

    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. Han, Ahram & Ten, Gi Khan & Wang, Shun, 2023. "Gray skies and blue moms: The effect of air pollution on parental life satisfaction," World Development, Elsevier, vol. 163(C).
    2. Bellani, Luna & Ceolotto, Stefano & Elsner, Benjamin & Pestel, Nico, 2021. "Air Pollution Affects Decision-Making: Evidence from the Ballot Box," IZA Discussion Papers 14718, Institute of Labor Economics (IZA).
    3. Pan Zhang & Zhiguo Wang, 2019. "PM 2.5 Concentrations and Subjective Well-Being: Longitudinal Evidence from Aggregated Panel Data from Chinese Provinces," IJERPH, MDPI, vol. 16(7), pages 1-13, March.
    4. Luojia Wang & Kerui Du & Bin Fang & Rob Law, 2023. "Escape from air pollution: How does air quality in the place of residence shape tourism consumption?," Tourism Economics, , vol. 29(4), pages 1074-1099, June.
    5. Xuan Tian & Cheng Zhang & Bing Xu, 2022. "The Impact of Air Pollution on Residents’ Happiness: A Study on the Moderating Effect Based on Pollution Sensitivity," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
    6. Sanduijav, Chimedregzen & Ferreira, Susana & Filipski, Mateusz & Hashida, Yukiko, 2021. "Air pollution and happiness: Evidence from the coldest capital in the world," Ecological Economics, Elsevier, vol. 187(C).
    7. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    8. Siqi Zheng & Xiaonan Zhang & Weizeng Sun & Chengtao Lin, 2019. "Air pollution and elite college graduates’ job location choice: evidence from China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(2), pages 295-316, October.
    9. Ai, Hongshan & Wang, Mengyuan & Zhang, Yue-Jun & Zhu, Tian-Tian, 2022. "How does air pollution affect urban innovation capability? Evidence from 281 cities in China," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 166-178.
    10. Arik Levinson, 2020. "Happiness and air pollution," Chapters, in: David Maddison & Katrin Rehdanz & Heinz Welsch (ed.), Handbook on Wellbeing, Happiness and the Environment, chapter 9, pages 164-182, Edward Elgar Publishing.
    11. Julia Rechlitz & Luis Sarmiento & Aleksandar Zaklan, 2020. "Make Sure the Kids are OK: Indirect Effects of Ground-Level Ozone on Well-Being," Discussion Papers of DIW Berlin 1877, DIW Berlin, German Institute for Economic Research.
    12. Mingxuan Fan & Corbett Grainger, 2023. "The Impact of Air Pollution on Labor Supply in China," Sustainability, MDPI, vol. 15(17), pages 1-19, August.
    13. Xinxian Wang & Jun He & Tim Futing Liao & Gaoxiang Gu, 2023. "Does Air Pollution Influence the Settlement Intention of the Floating Population in China? Individual Heterogeneity and City Characteristics," Sustainability, MDPI, vol. 15(4), pages 1-17, February.
    14. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    15. Wu, Xianhua & Deng, Huai & Huang, Yuxiang & Guo, Ji, 2022. "Air pollution, migration costs, and urban residents’ welfare: A spatial general equilibrium analysis from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 396-409.
    16. Li, Fan & Zhou, Tao, 2020. "Effects of objective and subjective environmental pollution on well-being in urban China: A structural equation model approach," Social Science & Medicine, Elsevier, vol. 249(C).
    17. Amini, Amirhossein & Nafari, Kaveh & Singh, Ruchi, 2022. "Effect of air pollution on house prices: Evidence from sanctions on Iran," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    18. Yao, Yao & Li, Xue & Smyth, Russell & Zhang, Lin, 2022. "Air pollution and political trust in local government: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    19. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Zou, 2019. "From Fog to Smog: the Value of Pollution Information," NBER Working Papers 26541, National Bureau of Economic Research, Inc.
    20. He, Xiaobo & Luo, Zijun & Zhang, Junjie, 2022. "The impact of air pollution on movie theater admissions," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).

    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:jsusta:v:13:y:2021:i:7:p:4012-:d:529958. 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.