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

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  • 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
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    References listed on IDEAS

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    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.
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    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.
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    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.
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    7. 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.
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