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Tracking Topics and Frames Regarding Sustainability Transformations during the Onset of the COVID-19 Crisis

Author

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  • Mariana Madruga de Brito

    (Department Urban and Environmental Sociology, Helmholtz Centre for Environmental Research, 04318 Leipzig, Germany)

  • Danny Otto

    (Department Urban and Environmental Sociology, Helmholtz Centre for Environmental Research, 04318 Leipzig, Germany)

  • Christian Kuhlicke

    (Department Urban and Environmental Sociology, Helmholtz Centre for Environmental Research, 04318 Leipzig, Germany
    Institute for Environmental Sciences and Geography, University of Potsdam, 14468 Potsdam-Golm, Germany)

Abstract

Many researchers and politicians believe that the COVID-19 crisis may have opened a “window of opportunity” to spur sustainability transformations. Still, evidence for such a dynamic is currently lacking. Here, we propose the linkage of “big data” and “thick data” methods for monitoring debates on transformation processes by following the COVID-19 discourse on ecological sustainability in Germany. We analysed variations in the topics discussed by applying text mining techniques to a corpus with 84,500 newspaper articles published during the first COVID-19 wave. This allowed us to attain a unique and previously inaccessible “bird’s eye view” of how these topics evolved. To deepen our understanding of prominent frames, a qualitative content analysis was undertaken. Furthermore, we investigated public awareness by analysing online search behaviour. The findings show an underrepresentation of sustainability topics in the German news during the early stages of the crisis. Similarly, public awareness regarding climate change was found to be reduced. Nevertheless, by examining the newspaper data in detail, we found that the pandemic is often seen as a chance for sustainability transformations—but not without a set of challenges. Our mixed-methods approach enabled us to bridge knowledge gaps between qualitative and quantitative research by “thickening” and providing context to data-driven analyses. By monitoring whether or not the current crisis is seen as a chance for sustainability transformations, we provide insights for environmental policy in times of crisis.

Suggested Citation

  • Mariana Madruga de Brito & Danny Otto & Christian Kuhlicke, 2021. "Tracking Topics and Frames Regarding Sustainability Transformations during the Onset of the COVID-19 Crisis," Sustainability, MDPI, vol. 13(19), pages 1-19, October.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:19:p:11095-:d:651416
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    1. Editorial, 2020. "Covid-19 and Climate Change," Journal, Review of Agrarian Studies, vol. 10(1), pages 5-6, January-J.
    2. Maria Barreiro-Gen & Rodrigo Lozano & Afnan Zafar, 2020. "Changes in Sustainability Priorities in Organisations due to the COVID-19 Outbreak: Averting Environmental Rebound Effects on Society," Sustainability, MDPI, vol. 12(12), pages 1-13, June.
    3. Guojun He & Yuhang Pan & Takanao Tanaka, 2020. "The short-term impacts of COVID-19 lockdown on urban air pollution in China," Nature Sustainability, Nature, vol. 3(12), pages 1005-1011, December.
    4. Mason Youngblood & David Lahti, 2018. "A bibliometric analysis of the interdisciplinary field of cultural evolution," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-9, December.
    5. Mason Youngblood & David Lahti, 2018. "Correction: A bibliometric analysis of the interdisciplinary field of cultural evolution," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-2, December.
    6. JUNQUÉ DE FORTUNY, Enric & DE SMEDT, Tom & MARTENS, David & DAELEMANS, Walter, 2012. "Media coverage in times of political crisis: a text mining approach," Working Papers 2012003, University of Antwerp, Faculty of Business and Economics.
    7. Dongyong Zhang & Mengge Hao & Stephen Morse, 2020. "Is Environmental Sustainability Taking a Backseat in China after COVID-19? The Perspective of Business Managers," Sustainability, MDPI, vol. 12(24), pages 1-24, December.
    8. Sachs,Jeffrey & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2021. "Sustainable Development Report 2021," Cambridge Books, Cambridge University Press, number 9781009098915, October.
    9. Paul Lehmann & Silke Beck & Mariana Madruga de Brito & Erik Gawel & Matthias Groß & Annegret Haase & Robert Lepenies & Danny Otto & Johannes Schiller & Sebastian Strunz & Daniela Thrän, 2021. "Environmental Sustainability Post-COVID-19: Scrutinizing Popular Hypotheses from a Social Science Perspective," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
    10. Max W. Callaghan & Jan C. Minx & Piers M. Forster, 2020. "A topography of climate change research," Nature Climate Change, Nature, vol. 10(2), pages 118-123, February.
    11. Sandra Rousseau & Nick Deschacht, 2020. "Public Awareness of Nature and the Environment During the COVID-19 Crisis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1149-1159, August.
    12. Emma Davidson & Rosalind Edwards & Lynn Jamieson & Susie Weller, 2019. "Big data, qualitative style: a breadth-and-depth method for working with large amounts of secondary qualitative data," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 363-376, January.
    13. Sachs,Jeffrey & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2021. "Sustainable Development Report 2021," Cambridge Books, Cambridge University Press, number 9781009102896, May.
    14. Robin Naidoo & Brendan Fisher, 2020. "Reset Sustainable Development Goals for a pandemic world," Nature, Nature, vol. 583(7815), pages 198-201, July.
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