IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/3cqvn.html

Patterns in Reported Adaptation Constraints: Insights from Peer-Reviewed Literature on Flood and Sea-Level Rise

Author

Listed:
  • Gil-Clavel, Sofia

    (Max Planck Institute for Demographic Research)

  • Wagenblast, Thorid
  • Akkerman, Joos

    (Delft University of Technology)

  • Filatova, Tatiana

Abstract

Understanding which climate change adaptation constraints manifest for different actors – governments, communities, individuals and households – is essential, as adaptation is turning into a matter of survival. Though rich qualitative research reveals constraints for diverse cases, methods to consolidate knowledge and elicit patterns in adaptation constraints for various actors and hazards are scarce. We fill this gap by analyzing associations between different adaptations and actors’ constraints in adaptation to climate-induced floods and sea-level rise. Our novel approach derives textual data from peer-reviewed articles (published before February 2024) by using natural language processing, supervised learning, thematic coding books, and network analysis. Results show that social capital, economic factors, and government support are constraints shared among all actors. With respect to adaptation types, communities are frequently associated with maladaptation, while individuals and households are frequently associated with transformational adaptation.

Suggested Citation

  • Gil-Clavel, Sofia & Wagenblast, Thorid & Akkerman, Joos & Filatova, Tatiana, 2024. "Patterns in Reported Adaptation Constraints: Insights from Peer-Reviewed Literature on Flood and Sea-Level Rise," SocArXiv 3cqvn, Center for Open Science.
    • Handle: RePEc:osf:socarx:3cqvn
    DOI: 10.31219/osf.io/3cqvn
    as

    Download full text from publisher

    File URL: https://osf.io/download/6628ca94c5851a0f5df66f67/
    Download Restriction: no
    File URL: https://libkey.io/10.31219/osf.io/3cqvn?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Lea Berrang-Ford & A. R. Siders & Alexandra Lesnikowski & Alexandra Paige Fischer & Max W. Callaghan & Neal R. Haddaway & Katharine J. Mach & Malcolm Araos & Mohammad Aminur Rahman Shah & Mia Wannewit, 2021. "A systematic global stocktake of evidence on human adaptation to climate change," Nature Climate Change, Nature, vol. 11(11), pages 989-1000, November.
    2. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "RETRACTED ARTICLE: The economic commitment of climate change," Nature, Nature, vol. 628(8008), pages 551-557, April.
    3. Gawith, David & Hodge, Ian & Morgan, Fraser & Daigneault, Adam, 2020. "Climate change costs more than we think because people adapt less than we assume," Ecological Economics, Elsevier, vol. 173(C).
    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. repec:osf:socarx:3cqvn_v1 is not listed on IDEAS
    2. Huai Deng & Huan Wu & Hui Xu, 2025. "Social cost of carbon under endogenous social adaptation," Climatic Change, Springer, vol. 178(4), pages 1-20, April.
    3. Grace B. Villamor & Andrew Dunningham & Philip Stahlmann-Brown & Peter W. Clinton, 2022. "Improving the Representation of Climate Change Adaptation Behaviour in New Zealand’s Forest Growing Sector," Land, MDPI, vol. 11(3), pages 1-18, March.
    4. Lena I. Fuldauer & Scott Thacker & Robyn A. Haggis & Francesco Fuso-Nerini & Robert J. Nicholls & Jim W. Hall, 2022. "Targeting climate adaptation to safeguard and advance the Sustainable Development Goals," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    5. Lihui Cai & Xingyu Luo & Ziwang Gao & Yuequn Cao, 2025. "How does the digital economy promote green Development? Empirical evidence from 282 Chinese Cities," Environment and Planning B, , vol. 52(9), pages 2215-2234, November.
    6. Scott A. Condie & Corrine M. Condie, 2025. "A graphical theory of social license: applications to climate action, renewable energy and sustainable food production," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-10, December.
    7. Ashrita Saran & Sabina Singh & Neha Gupta & Sujata Chodankar Walke & Ranjana Rao & Christine Simiyu & Suchi Malhotra & Avni Mishra & Ranjitha Puskur & Edoardo Masset & Howard White & Hugh Sharma Waddi, 2024. "Interventions promoting resilience through climate smart agricultural practices for women farmers: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 20(3), September.
    8. Mutlu, Asli & Roy, Debraj & Filatova, Tatiana, 2023. "Capitalized value of evolving flood risks discount and nature-based solution premiums on property prices," Ecological Economics, Elsevier, vol. 205(C).
    9. Alessandro Taberna & Tatiana Filatova & Andrea Roventini & Francesco Lamperti, 2021. "Coping with increasing tides: technological change, agglomeration dynamics and climate hazards in an agent-based evolutionary model," LEM Papers Series 2021/44, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Georgarakos, Dimitris & Kenny, Geoff & Meyer, Justus & van Rooij, Maarten, 2025. "How do rising temperatures affect inflation expectations?," Working Paper Series 3132, European Central Bank.
    11. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 124251, London School of Economics and Political Science, LSE Library.
    12. Alice Brawley-Chesworth & Danny Marks & Darren Clarke, 2026. "Adaptation isn’t for farmers: narratives of injustice around climate adaptation in Irish agriculture," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 43(1), pages 1-18, March.
    13. Lianxiao Yao & Minghui Jin, 2025. "The effect of climate adaptation policies on productivity: evidence from Chinese cities," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 30(7), pages 1-28, October.
    14. Marijn Zant & Anna Schlingmann & Victoria Reyes-García & David García-del-Amo, 2023. "Incremental and transformational adaptation to climate change among Indigenous Peoples and local communities: a global review," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(8), pages 1-24, December.
    15. Leslie Lipper & Jyotsna Puri & Romina Cavatassi & Nancy McCarthy, 2022. "How does climate change affect the evidence we need for agricultural development?," Agricultural Economics, International Association of Agricultural Economists, vol. 53(6), pages 911-923, November.
    16. Christian Lutz & Lisa Becker & Andreas Kemmler & Saskia Reuschel & Lukas Sander & Britta Stöver, 2025. "Macroeconomic Impacts of Climate Change, Climate Adaptation, and Climate Mitigation in Germany," Sustainability, MDPI, vol. 17(13), pages 1-20, July.
    17. Edenhofer Ottmar & Kalkuhl Matthias, 2024. "Planetarische Müllabfuhr – Gamechanger der Klimapolitik?: Thünen-Vorlesung 2024," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 25(3-4), pages 172-182.
    18. Alfred Olfert & Gérard Hutter, 2025. "Strategic Communication and Evaluation to Improve the Capacities of Local Administration for Climate Change Adaptation: A Case Study on Dresden, Germany," Public Organization Review, Springer, vol. 25(1), pages 61-79, March.
    19. Calacino, Anthony & Martinez-Alvarez, Cesar, 2025. "Voters Can Reward Climate Adaptation Policy," SocArXiv 24jkx_v1, Center for Open Science.
    20. Timothé Beaufils & Joschka Wanner & Leonie Wenz, 2024. "The Potential of Carbon Border Adjustments to Foster Climate Cooperation," CESifo Working Paper Series 11429, CESifo.
    21. Huang, Chengfang & Guo, Jinjun & Zhang, Zhengtao & Li, Ning & Zhu, Anfeng & Liu, Yuan & Chen, Xi & Sun, Benbo, 2025. "Indirect economic benefits of energy consumption changes under China's carbon neutrality goal," Energy, Elsevier, vol. 317(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:osf:socarx:3cqvn. 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: OSF (email available below). General contact details of provider: https://arabixiv.org .

    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.