Skip to main content
eScholarship
Open Access Publications from the University of California

UC Davis

UC Davis Previously Published Works bannerUC Davis

Identifying social science engagement within agroecology: Classifying transdisciplinary literature with a semi-automated textual classification method

The data associated with this publication are available at:
https://bit.ly/AgroecologyDisciplineCorpus
Abstract

Interdisciplinary and transdisciplinary fields of inquiry and action have been important academic frontiers in recent years. The field of agroecology is a prime example of transdisciplinarity. With roots in the biophysical sciences, social sciences, and peasant movements, publications in agroecology have been growing rapidly in recent decades. Here we explain a method — the script-expert adaptive classification (SEAC) method  — that allows us to examine the engagements between agroecology and the social sciences by identifying publications within the agroecological literature that engage with social science at various levels. Using the term “agroecology” and its iterations, we gathered a corpus of agroecology literature up to and including 2019 with 12,398 unique publications from five publication databases — Scopus, Web of Science, Agricola, CAB Direct, and EconLit. Using the SEAC method we then classified each publication as engaged, partially engaged, and not engaged with social sciences and separated this Agroecology Corpus 2019 into three corpora: agroecology engaged with social sciences (with 3,114 publications), agroecology not engaged with social sciences (with 7,041 publications), and agroecology with uncertain engagement with social science (with 2,241 publications) or unclassifiable. This article explains the SEAC method in detail so other transdisciplinary scholars can replicate and/or adapt it for similar purposes.  We also assess the SEAC method’s value in identifying social science publications relative to the classification systems of the major multidisciplinary bibliographic databases, Scopus, and Web of Science. We conclude by discussing the strengths and weaknesses of the SEAC method and by pointing to further questions about agroecology and the social sciences to be asked of the corpora.

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0278991

Many UC-authored scholarly publications are freely available on this site because of the UC's open access policies. Let us know how this access is important for you.

Main Content

Term_and_Document_Frequency.ipynb_-_Colaboratory.pdf

Download

Agroecology Corpus 1960-2019 - Jun12023

Download

Agroecology Discipline Corpus 1960-2019 Jun12023

Download