IDEAS home Printed from https://ideas.repec.org/a/spr/climat/v167y2021i1d10.1007_s10584-021-03146-5.html
   My bibliography  Save this article

Knowledge generation via social-knowledge network co-evolution: 30 years (1990–2019) of adaptation, mitigation and transformation related to climate change

Author

Listed:
  • Jacopo A. Baggio

    (University of Central Florida
    University of Central Florida)

Abstract

Knowledge production is a co-evolutionary process where scientific topics and concepts are debated, discussed and assessed between scientists. We assess, we analyze, we “interpret” the world, and, at the same time, we communicate with one another, and we value certain knowledge more than other knowledge, based on some measure of prestige, conformism or past events. Here we analyze the evolution of research topics over the past 30 years (from 1990 to 2019) and assess how research topics have evolved by jointly analyzing topic evolution and the citation network related to climate change adaptation, mitigation or transformation. We found that (1) the research focus has evolved from emissions and modelling to social impacts (i.e. local policies), (2) research on climate change (and possibly research in general) is often confined within specific research areas, hinting that interdisciplinary and convergent work may open opportunities for integrative research able to foster innovative thinking in climate science, and (3) the climate change literature is increasing in overall complexity, requiring novel tools to make sense of the literature such as the implementation of more refined machine learning and natural language process algorithms to identify causal mechanisms and synthesize the body of work to generate new knowledge.

Suggested Citation

  • Jacopo A. Baggio, 2021. "Knowledge generation via social-knowledge network co-evolution: 30 years (1990–2019) of adaptation, mitigation and transformation related to climate change," Climatic Change, Springer, vol. 167(1), pages 1-16, July.
    • Handle: RePEc:spr:climat:v:167:y:2021:i:1:d:10.1007_s10584-021-03146-5
    DOI: 10.1007/s10584-021-03146-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10584-021-03146-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10584-021-03146-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jacopo A. Baggio & Jacob Freeman & Thomas R. Coyle & Tam The Nguyen & Dale Hancock & Karrie E. Elpers & Samantha Nabity & H. J. Francois Dengah II & David Pillow, 2019. "The importance of cognitive diversity for sustaining the commons," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    2. Teague R. Henry & David Banks & Derek Owens-Oas & Christine Chai, 2019. "Modeling Community Structure and Topics in Dynamic Text Networks," Journal of Classification, Springer;The Classification Society, vol. 36(2), pages 322-349, July.
    3. Henrich, Joseph, 2004. "Cultural group selection, coevolutionary processes and large-scale cooperation," Journal of Economic Behavior & Organization, Elsevier, vol. 53(1), pages 3-35, January.
    4. McLevey, John & McIlroy-Young, Reid, 2017. "Introducing metaknowledge: Software for computational research in information science, network analysis, and science of science," Journal of Informetrics, Elsevier, vol. 11(1), pages 176-197.
    5. Alessandro Iaria & Carlo Schwarz & Fabian Waldinger, 2018. "Frontier Knowledge and Scientific Production: Evidence from the Collapse of International Science," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 927-991.
    6. Matthew A. Cronin & Laurie R. Weingart, 2019. "Conflict across representational gaps: Threats to and opportunities for improved communication," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(16), pages 7642-7649, April.
    7. 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.
    8. Duckstein, Lucien & Nobe, Steven A., 1997. "Q-analysis for modeling and decision making," European Journal of Operational Research, Elsevier, vol. 103(3), pages 411-425, December.
    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. Branstetter, Lee & Chatterjee, Chirantan & Higgins, Matthew J., 2022. "Generic competition and the incentives for early-stage pharmaceutical innovation," Research Policy, Elsevier, vol. 51(10).
    2. Keith Head & Yao Amber Li & Asier Minondo, 2019. "Geography, Ties, and Knowledge Flows: Evidence from Citations in Mathematics," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 713-727, October.
    3. Lea Berrang‐Ford & Friederike Döbbe & Ruth Garside & Neal Haddaway & William F. Lamb & Jan C. Minx & Wolfgang Viechtbauer & Vivian Welch & Howard White, 2020. "Editorial: Evidence synthesis for accelerated learning on climate solutions," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(4), December.
    4. Paolo Buonanno & Francesco Cinnirella & Elona Harka & Marcello Puca, 2024. "Books Go Public: The Consequences of the Expropriation of Monastic Libraries on Innovation," CESifo Working Paper Series 11015, CESifo.
    5. Invernizzi, Giovanna M. & Miller, Joshua B. & Coen, Tommaso & Dufwenberg, Martin & Oliveira, Luiz Edgard R., 2021. "Tra i Leoni: Revealing the preferences behind a superstition," Journal of Economic Psychology, Elsevier, vol. 82(C).
    6. Benno Torgler & Bruno S. Frey & Clevo Wilson, 2007. "Environmental and Pro-Social Norms: Evidence from 30 Countries," Working Papers 2007.84, Fondazione Eni Enrico Mattei.
    7. Watzinger, Martin & Schnitzer, Monika, 2019. "Standing on the Shoulders of Science," Rationality and Competition Discussion Paper Series 215, CRC TRR 190 Rationality and Competition.
    8. Mendonça, Sandro & Damásio, Bruno & Charlita de Freitas, Luciano & Oliveira, Luís & Cichy, Marcin & Nicita, António, 2022. "The rise of 5G technologies and systems: A quantitative analysis of knowledge production," Telecommunications Policy, Elsevier, vol. 46(4).
    9. Nannen, Volker & van den Bergh, Jeroen C. J. M. & Eiben, A. E., 2008. "Impact of Environmental Dynamics on Economic Evolution: Uncertainty, Risk Aversion, and Policy," MPRA Paper 13834, University Library of Munich, Germany.
    10. Hager, Sebastian & Schwarz, Carlo & Waldinger, Fabian, 2023. "Measuring Science: Performance Metrics and the Allocation of Talent," CEPR Discussion Papers 18248, C.E.P.R. Discussion Papers.
    11. Gorodnichenko, Yuriy & Pham, Tho & Talavera, Oleksandr, 2021. "Conference presentations and academic publishing," Economic Modelling, Elsevier, vol. 95(C), pages 228-254.
    12. Neal R. Haddaway & Max W. Callaghan & Alexandra M. Collins & William F. Lamb & Jan C. Minx & James Thomas & Denny John, 2020. "On the use of computer‐assistance to facilitate systematic mapping," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(4), December.
    13. Kenju Kamei & Smriti Sharma & Matthew J. Walker, 2023. "Sanction Enforcement among Third Parties:New Experimental Evidence from Two Societies," Keio-IES Discussion Paper Series 2023-010, Institute for Economics Studies, Keio University.
    14. Dong, Bin & Dulleck, Uwe & Torgler, Benno, 2012. "Conditional corruption," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 609-627.
    15. William Heller & K. Sieberg, 2008. "Functional unpleasantness: the evolutionary logic of righteous resentment," Public Choice, Springer, vol. 135(3), pages 399-413, June.
    16. Michal Bauer & Christopher Blattman & Julie Chytilová & Joseph Henrich & Edward Miguel & Tamar Mitts, 2016. "Can War Foster Cooperation?," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 249-274, Summer.
    17. Bezin, Emeline & Ponthière, Gregory, 2019. "The tragedy of the commons and socialization: Theory and policy," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    18. Nicolas Carayol & Emeric Henry & Marianne Lanoë, 2020. "Stimulating Peer Effects? Evidence from a Research Cluster Policy," Working Papers hal-03874261, HAL.
    19. Geoffrey Hodgson & Thorbjørn Knudsen, 2006. "The nature and units of social selection," Journal of Evolutionary Economics, Springer, vol. 16(5), pages 477-489, December.
    20. Bian, Bo & Meier, Jean-Marie & Xu, Ting, 2021. "Cross-Border Institutions and the Globalization of Innovation," LawFin Working Paper Series 23, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).

    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:spr:climat:v:167:y:2021:i:1:d:10.1007_s10584-021-03146-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.