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An Attempt to Determine the Relationship between Air Pollution and the Real Estate Market in 2010–2020 in Gdańsk Using GLM and GRM Statistical Models

Author

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  • Piotr Oskar Czechowski

    (Faculty of Management and Quality Science, Gdynia Maritime University, 81-225 Gdynia, Poland)

  • Anna Romanowska

    (Faculty of Management, University of Business and Administration in Gdynia, 81-303 Gdynia, Poland)

  • Ernest Czermański

    (Faculty of Economics, University of Gdańsk, 80-309 Gdańsk, Poland)

  • Aneta Oniszczuk-Jastrząbek

    (Faculty of Economics, University of Gdańsk, 80-309 Gdańsk, Poland)

  • Marzena Wanagos

    (Faculty of Management and Quality Science, Gdynia Maritime University, 81-225 Gdynia, Poland)

Abstract

World economic development, technological progress, and irrational exploitation of natural resources have intensified the negative effects of economic activity, which causes more attention to be paid to environmental pollution and the deterioration of the standard of living. Therefore, over the past few years, the concept of sustainable development has experienced a period of increased interest, accompanied by changes in the attitudes and expectations of all market participants. The article attempts to analyse the relationship between air pollution and selected parameters of the residential market in Gdansk in 2010–2020. The study considered the peculiarities of the region due to its geographical location. To identify the effects of air pollution, the GLM (generalised linear models) and GRM (generalised regression models) were used with a progressive stepwise regression method. Based on the results, it was found that the existing air pollution and climatic conditions in Gdańsk have an impact on the number of apartments sold and their prices. All models were identified for the first time for monthly data, and prices were taken from the real estate sale contracts database. These indicate the advantage and novelty of the study. In addition, this paper is the first in a series of publications examining the impact of air pollution on the real estate market in Poland’s largest agglomerations. From the main model following results were obtained: (1) A statistically significant ( p ≤ 0.05) factor affecting the number of sales of premises above 80 m 2 on the secondary market is PM 2.5 . With an increase in PM 2.5 by 10 µg/m 3 , the number of sold apartments above 80 m 2 decreases on average by slightly more than 20. (2) The interaction ( p ≤ 0.05) of O 3 (ozone) and PM 2.5 on the number of transactions affects the secondary market of flats with an area of 60–80 m 2 . Simultaneous to the decrease in the concentrations of O 3 and PM 2.5 is an increase in the number of sales of apartments in the given size in Gdańsk. (3) Simultaneous to the decrease in PM 10 and NO 2 concentrations due to the increased urban traffic is an increase in the price of 1 m 2 of residential premises with an area of 40 m 2 on the secondary market in Gdańsk.

Suggested Citation

  • Piotr Oskar Czechowski & Anna Romanowska & Ernest Czermański & Aneta Oniszczuk-Jastrząbek & Marzena Wanagos, 2023. "An Attempt to Determine the Relationship between Air Pollution and the Real Estate Market in 2010–2020 in Gdańsk Using GLM and GRM Statistical Models," Sustainability, MDPI, vol. 15(3), pages 1-22, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2471-:d:1051422
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    References listed on IDEAS

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    1. Runqiu Liu & Chao Yu & Canmian Liu & Jian Jiang & Jing Xu, 2018. "Impacts of Haze on Housing Prices: An Empirical Analysis Based on Data from Chengdu (China)," IJERPH, MDPI, vol. 15(6), pages 1-21, June.
    2. Cárdenas Rodríguez, Miguel & Dupont-Courtade, Laura & Oueslati, Walid, 2016. "Air pollution and urban structure linkages: Evidence from European cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1-9.
    3. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    4. Murdoch, James C. & Thayer, Mark A., 1988. "Hedonic price estimation of variable urban air quality," Journal of Environmental Economics and Management, Elsevier, vol. 15(2), pages 143-146, June.
    5. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2002. "Identifying Hedonic Models," American Economic Review, American Economic Association, vol. 92(2), pages 304-309, May.
    6. Yazan Qashou & Ahmed Samour & Mohammed Abumunshar, 2022. "Does the Real Estate Market and Renewable Energy Induce Carbon Dioxide Emissions? Novel Evidence from Turkey," Energies, MDPI, vol. 15(3), pages 1-13, January.
    7. Germán M. Izón & Michael S. Hand & Daniel W. Mccollum & Jennifer A. Thacher & Robert P. Berrens, 2016. "Proximity to Natural Amenities: A Seemingly Unrelated Hedonic Regression Model with Spatial Durbin and Spatial Error Processes," Growth and Change, Wiley Blackwell, vol. 47(4), pages 461-480, December.
    8. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
    9. Magdalena Ligus & Piotr Peternek, 2017. "Impacts of Urban Environmental Attributes on Residential Housing Prices in Warsaw (Poland): Spatial Hedonic Analysis of City Districts," Springer Proceedings in Business and Economics, in: Krzysztof Jajuga & Lucjan T. Orlowski & Karsten Staehr (ed.), Contemporary Trends and Challenges in Finance, pages 155-164, Springer.
    10. Mingche M. Li & H. James Brown, 1980. "Micro-Neighborhood Externalities and Hedonic Housing Prices," Land Economics, University of Wisconsin Press, vol. 56(2), pages 125-141.
    11. Zhonghua Huang & Xuejun Du, 2022. "Does air pollution affect investor cognition and land valuation? Evidence from the Chinese land market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(2), pages 593-613, June.
    12. Katherine Kiel & Melissa Boyle, 2001. "A Survey of House Price Hedonic Studies of the Impact of Environmental Externalities," Working Papers 0111, College of the Holy Cross, Department of Economics.
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