IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i2p452-d476907.html
   My bibliography  Save this article

The Effects of Air Pollution, Sea Exposure and Altitude on COVID-19 Hospitalization Rates in Italy

Author

Listed:
  • Ennio Cascetta

    (Department of Civil, Construction and Environmental Engineering, University of Naples “Federico II”, 80125 Napoli, Italy)

  • Ilaria Henke

    (Department of Civil, Construction and Environmental Engineering, University of Naples “Federico II”, 80125 Napoli, Italy)

  • Luigi Di Francesco

    (Department of Engineering, University of Campania “Luigi Vanvitelli”, 81031 Aversa, Italy)

Abstract

Early known cases of COVID-19 emerged in late 2019 in the city of Wuhan (China) and in a relatively short time, it has reached more than 200 countries up to July 2020. In Italy, from 21 February 2020, (first official Italian positive case of COVID-19) until 27 July 2020, 246,286 confirmed cases were observed of which over 68,150 (28%) needed hospitalization and 35,112 died. In recent scientific research, it has been shown that the severity of symptoms and mortality rates were different not only among the various countries of the world but also in different regions of the same country. This research investigates whether and by how much air environmental conditions (such as exposure to fine particulate matter-PM 2.5 , sea air masses and altitude) influences the risk of hospitalization due to COVID-19 in Italy, once the spreading of the virus and the percentage of the elderly in the population have been accounted for. A log-linear multiple regression model was estimated where the log of the ratio of hospitalized patients per inhabitant, since the beginning of the epidemic up to July 27, has been considered as a dependent variable. Among the independent variables, the ones that have been taken into account are the spreading of the virus, the rate of people over 50 years of age, the concentration of PM 2.5 , the rate of population living by the sea, the rate of green public space for each resident and the ratio of population living at a high altitude. The results showed an increase in the hospitalization rate in terms of the percentage of people over 50 and the average concentration of PM 2.5 . If average limits of PM 2.5 concentration allowed by the current European regulations (25 µg/m 3 ) were respected in all Italian provinces, that would have led to 7339 less hospitalizations for COVID-19 (−11%). On the contrary, near the coast there were lower hospitalized cases in the referred period. In the hypothetical case that no Italians lived near the sea, about 1363 (+2%) more hospitalizations would have been recorded in the analysis period in addition to the effect of a lower PM concentration. This paper wanted to investigate which are the areas with a higher risk of hospitalization in Italy, so as to help the Italian Government to strengthen Health System measures, predicting the most suffering areas and health care systems. According to the results, this is directly related to the severity of symptoms which decreased with the long-time exposure to the sea.

Suggested Citation

  • Ennio Cascetta & Ilaria Henke & Luigi Di Francesco, 2021. "The Effects of Air Pollution, Sea Exposure and Altitude on COVID-19 Hospitalization Rates in Italy," IJERPH, MDPI, vol. 18(2), pages 1-11, January.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:2:p:452-:d:476907
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/2/452/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/2/452/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brereton, Finbarr & Clinch, J. Peter & Ferreira, Susana, 2008. "Happiness, geography and the environment," Ecological Economics, Elsevier, vol. 65(2), pages 386-396, April.
    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. Jesús Castilla & Ujué Fresán & Camino Trobajo-Sanmartín & Marcela Guevara, 2021. "Altitude and SARS-CoV-2 Infection in the First Pandemic Wave in Spain," IJERPH, MDPI, vol. 18(5), pages 1-8, March.
    2. Johannes Burtscher & Gregoire P. Millet & Barbara Leitner & Martin Burtscher, 2022. "Health Benefits of Residence at Moderate Altitude Do Not Reduce COVID-19 Mortality," IJERPH, MDPI, vol. 19(23), pages 1-7, December.
    3. Dusan Jandacka & Daniela Durcanska, 2021. "Seasonal Variation, Chemical Composition, and PMF-Derived Sources Identification of Traffic-Related PM 1 , PM 2.5 , and PM 2.5–10 in the Air Quality Management Region of Žilina, Slovakia," IJERPH, MDPI, vol. 18(19), pages 1-23, 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. Maddison, David & Rehdanz, Katrin, 2011. "The impact of climate on life satisfaction," Ecological Economics, Elsevier, vol. 70(12), pages 2437-2445.
    2. Otrachshenko, Vladimir & Tyurina, Elena & Nagapetyan, Artur, 2022. "The economic value of the Glass Beach: Contingent valuation and life satisfaction approaches," Ecological Economics, Elsevier, vol. 198(C).
    3. Ary José A. de Souza-Jr. & Flávio Terto, 2021. "The propensity to adaptation under the new era of climate changes," Working Papers REM 2021/0167, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    4. Mengyuan Sui & Haifeng Ding & Bo Xu & Mingxing Zhou, 2022. "The Impact of Internet Use on the Happiness of Chinese Civil Servants: A Mediation Analysis Based on Self-Rated Health," IJERPH, MDPI, vol. 19(20), pages 1-16, October.
    5. Su Kye & Keeho Park, 2014. "Health-related determinants of happiness in Korean adults," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 59(5), pages 731-738, October.
    6. Heiko Rüger & Stefanie Hoherz & Norbert F. Schneider & Herbert Fliege & Maria M. Bellinger & Brenton M. Wiernik, 2023. "The Effects of Urban Living Conditions on Subjective Well-Being: The Case of German Foreign Service Employees," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1939-1963, August.
    7. Eric Morris & Erick Guerra, 2015. "Mood and mode: does how we travel affect how we feel?," Transportation, Springer, vol. 42(1), pages 25-43, January.
    8. Bertram, Christine & Rehdanz, Katrin, 2015. "The role of urban green space for human well-being," Ecological Economics, Elsevier, vol. 120(C), pages 139-152.
    9. Kant, Shashi & Vertinsky, Ilan & Zheng, Bin, 2016. "Valuation of First Nations peoples' social, cultural, and land use activities using life satisfaction approach," Forest Policy and Economics, Elsevier, vol. 72(C), pages 46-55.
    10. Ambrey, Christopher L. & Chan, Andrew Yiu-Chung & Fleming, Christopher M., 2013. "Estimating the cost of air pollution in South East Queensland: An application of the life satisfaction non-market valuation approach," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152133, Australian Agricultural and Resource Economics Society.
    11. Ambrey, Christopher L. & Fleming, Christopher M., 2011. "Valuing scenic amenity using life satisfaction data," Ecological Economics, Elsevier, vol. 72(C), pages 106-115.
    12. Susana Ferreira & Mirko Moro, 2013. "Income and Preferences for the Environment: Evidence from Subjective Well-Being Data," Environment and Planning A, , vol. 45(3), pages 650-667, March.
    13. Viccaro, Mauro & Romano, Severino & Prete, Carmelina & Cozzi, Mario, 2021. "Rural planning? An integrated dynamic model for assessing quality of life at a local scale," Land Use Policy, Elsevier, vol. 111(C).
    14. Barrington-Leigh, Christopher & Behzadnejad, Fatemeh, 2017. "The impact of daily weather conditions on life satisfaction: Evidence from cross-sectional and panel data," Journal of Economic Psychology, Elsevier, vol. 59(C), pages 145-163.
    15. Jean-Alain Heraud & Phu Nguyen-Van & Thi Kim Cuong Pham, 2023. "Public services, environmental quality and subjective well-being in a European city: the case of Strasbourg metropolitan area," Post-Print hal-04384531, HAL.
    16. Christopher Ambrey & Christopher Fleming, 2014. "Valuing Ecosystem Diversity in South East Queensland: A Life Satisfaction Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(1), pages 45-65, January.
    17. Luca Stanca, 2008. "The Geography of Economics and Happiness," Working Papers 140, University of Milano-Bicocca, Department of Economics, revised Jun 2008.
    18. Zhang, Yinjunjie & Xu, Zhicheng Phil & Palma, Marco A., 2017. "Misclassification Errors of Subjective Well-being: A New Approach to Mapping Happiness," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258553, Agricultural and Applied Economics Association.
    19. Christopher Ambrey & Christopher Fleming & Matthew Manning, 2014. "Perception or Reality, What Matters Most When it Comes to Crime in Your Neighbourhood?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 877-896, November.
    20. Krekel, Christian & Zerrahn, Alexander, 2017. "Does the presence of wind turbines have negative externalities for people in their surroundings? Evidence from well-being data," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 221-238.

    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:18:y:2021:i:2:p:452-:d:476907. 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.