Topic modelling exposes disciplinary divergence in research on the nexus between human mobility and the environment

Zander, Kerstin K., Garnett, Stephen T., Sterly, Harald, Ayeb-Karlsson, Sonja, Šedová, Barbora, Lotze-Campen, Hermann, Richerzhagen, Carmen and Baggen, Hunter S., (2022). Topic modelling exposes disciplinary divergence in research on the nexus between human mobility and the environment. Humanities and Social Sciences Communications, 9(34), n/a-n/a

Document type:
Article
Collection:

Metadata
Links
Versions
Statistics
  • Sub-type Journal article
    Author Zander, Kerstin K.
    Garnett, Stephen T.
    Sterly, Harald
    Ayeb-Karlsson, Sonja
    Šedová, Barbora
    Lotze-Campen, Hermann
    Richerzhagen, Carmen
    Baggen, Hunter S.
    Title Topic modelling exposes disciplinary divergence in research on the nexus between human mobility and the environment
    Appearing in Humanities and Social Sciences Communications
    Volume 9
    Issue No. 34
    Publication Date 2022-02-01
    Place of Publication N/a
    Publisher Springer Nature
    Start page n/a
    End page n/a
    Language eng
    Abstract Human mobility is increasingly associated with environmental and climatic factors. One way to explore how mobility and the environment are linked is to review the research on different aspects of the topic. However, so many relevant articles are published that analysis of the literature using conventional techniques is becoming prohibitively arduous. To overcome this constraint, we have applied automated textual analysis. Using unsupervised topic modelling on 3197 peer-reviewed articles on the nexus between mobility and the environment published over the last 30 years, we identify 37 major topics. Based on their language use, the topics were deeply branched into two categories of focus: Impact and Adaptation. The Impact theme is further clustered into sub-themes on vulnerability and residential mobility, while articles within the Adaptation theme are clustered into governance, disaster management and farming. The analysis revealed opportunities for greater collaboration within environmental mobility research, particularly improved integration of adaptation and impact research. The topic analysis also revealed that, in the last 30 years, very little research appears to have been undertaken in migration destinations or on the fate of environmentally influenced migrants during their migration process and after arriving in a new location. There are also research gaps in gender and Indigenous issues within the Impact theme, as well as on adaptive capacity and capacity-building.
    Copyright Holder The Authors
    Copyright Year 2022
    Copyright type Creative commons
    DOI 10.1057/s41599-022-01038-2
  • Versions
    Version Filter Type
  • Citation counts
    Google Scholar Search Google Scholar
    Access Statistics: 156 Abstract Views  -  Detailed Statistics
    Created: Sat, 07 Jan 2023, 01:11:19 JST by Aarti Basnyat on behalf of UNU EHS