IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i19p11095-d651416.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/19/11095/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/19/11095/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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, January.
    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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Fanzo, Jessica & Haddad, Lawrence & Schneider, Kate R. & Béné, Christophe & Covic, Namukolo M. & Guarin, Alejandro & Herforth, Anna W. & Herrero, Mario & Sumaila, U. Rashid & Aburto, Nancy J. & Amuyun, 2021. "Viewpoint: Rigorous monitoring is necessary to guide food system transformation in the countdown to the 2030 global goals," Food Policy, Elsevier, vol. 104(C).
    3. Lucy Semerjian & Kunle Okaiyeto & Mike O. Ojemaye & Temitope Cyrus Ekundayo & Aboi Igwaran & Anthony I. Okoh, 2021. "Global Systematic Mapping of Road Dust Research from 1906 to 2020: Research Gaps and Future Direction," Sustainability, MDPI, vol. 13(20), pages 1-21, October.
    4. Andrea Baranzini & Stefano Carattini & Linda Tesauro, 2021. "Designing Effective and Acceptable Road Pricing Schemes: Evidence from the Geneva Congestion Charge," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(3), pages 417-482, July.
    5. Chi Zhang & Zhongchang Sun & Qiang Xing & Jialong Sun & Tianyu Xia & Hao Yu, 2021. "Localizing Indicators of SDG11 for an Integrated Assessment of Urban Sustainability—A Case Study of Hainan Province," Sustainability, MDPI, vol. 13(19), pages 1-14, October.
    6. David N. Matzig & Clemens Schmid & Felix Riede, 2023. "Mapping the field of cultural evolutionary theory and methods in archaeology using bibliometric methods," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
    7. Xu, Deyi & Sheraz, Muhammad & Hassan, Arshad & Sinha, Avik & Ullah, Saif, 2022. "Financial development, renewable energy and CO2 emission in G7 countries: New evidence from non-linear and asymmetric analysis," Energy Economics, Elsevier, vol. 109(C).
    8. Hametner, Markus, 2022. "Economics without ecology: How the SDGs fail to align socioeconomic development with environmental sustainability," Ecological Economics, Elsevier, vol. 199(C).
    9. Ofori, Isaac K. & Figari, Francesco, 2022. "Economic Globalisation and Inclusive Green Growth in Africa: Contingencies and Policy-Relevant Thresholds of Governance," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Forthcomi, pages 1-1.
    10. Bianca Carducci & Yaqub Wasan & Agha Shakeel & Amjad Hussain & Jo-Anna B. Baxter & Arjumand Rizvi & Sajid B. Soofi & Zulfiqar A. Bhutta, 2022. "Characterizing Retail Food Environments in Peri-Urban Pakistan during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(14), pages 1-13, July.
    11. Daniela Cristina Momete & Manuel Mihail Momete, 2021. "Map and Track the Performance in Education for Sustainable Development across the European Union," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
    12. Guillaume Lafortune & Grayson Fuller & Leslie Bermont Diaz & Adolf Kloke-Lesch & Phoebe Koundouri & Angelo Riccaboni, 2022. "Achieving the SDGs: Europe's Compass in a Multipolar World: Europe Sustainable Development Report 2022," DEOS Working Papers 2235, Athens University of Economics and Business.
    13. Muhammad Jawad Sajid & Ernesto D. R. Santibanez Gonzalez, 2021. "The Impact of Direct and Indirect COVID-19 Related Demand Shocks on Sectoral CO 2 Emissions: Evidence from Major Asia Pacific Countries," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
    14. Kevin Handtke & Lisa Richter-Beuschel & Susanne Bögeholz, 2022. "Self-Efficacy Beliefs of Teaching ESD: A Theory-Driven Instrument and the Effectiveness of ESD in German Teacher Education," Sustainability, MDPI, vol. 14(11), pages 1-32, May.
    15. Carmen García-Peña & Moneyba González-Medina & Jose Manuel Diaz-Sarachaga, 2021. "Assessment of the Governance Dimension in the Frame of the 2030 Agenda: Evidence from 100 Spanish Cities," Sustainability, MDPI, vol. 13(10), pages 1-21, May.
    16. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    17. Mariusz Czupich & Justyna Łapińska & Vojtěch Bartoš, 2022. "Environmental Sustainability Assessment of the European Union’s Capital Cities," IJERPH, MDPI, vol. 19(7), pages 1-18, April.
    18. Jan, Muhammad Zain & Ullah, Kafait & Abbas, Faisal & Khalid, Hassan Abdullah & Bajwa, Tariq M., 2023. "Barriers to the adoption of social welfare measures in the electricity tariff structure of developing countries: A case of Pakistan," Energy Policy, Elsevier, vol. 179(C).
    19. Hatzenbühler, Jonas & Jenelius, Erik & Gidófalvi, Gyözö & Cats, Oded, 2023. "Modular vehicle routing for combined passenger and freight transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    20. Gedas Baranauskas & Agota Giedrė Raišienė & Renata Korsakienė, 2020. "Mapping the Scientific Research on Mass Customization Domain: A Critical Review and Bibliometric Analysis," JRFM, MDPI, vol. 13(9), pages 1-20, September.

    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:19:p:11095-:d:651416. 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.