The lexicon of sleep health: A natural language processing bibliometric analysis of the DEI-related terms
Sleep Health. 2025-11-01; :
DOI: 10.1016/j.sleh.2025.10.014

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Martin VP(1), Fort K(2), Coelho J(3), Alla F(4), Micoulaud-Franchi JA(3).
Author information:
(1)Université de Lorraine, CNRS, Inria, LORIA, Nancy, France. Electronic
address: .
(2)Université de Lorraine, CNRS, Inria, LORIA, Nancy, France.
(3)Université de Bordeaux, SANPSY, CNRS, UMR 6033, Hôpital Pellegrin, Bordeaux,
France; Service Universitaire de Médecine du Sommeil, CHU de Bordeaux, Bordeaux,
France.
(4)Bordeaux Population Health Research Center U 1219, Inserm – University of
Bordeaux, Case 11, Bordeaux Cedex, France; Bordeaux University
Hospital-Saint-André Hospital, Bordeaux, France.
OBJECTIVE: We assessed the representations of Diversity, Equity and
Inclusion-related terms in the sleep health literature as an indicator of the
importance of Diversity, Equity and Inclusion-related terms for sleep health
research and policies.
METHOD: We performed a bibliometric analysis and a lexical network of these
Diversity, Equity and Inclusion-related terms in previously published
literature.
RESULTS: Based on 4047 abstracts, we found 105 out of 163 DEI-related terms
(63.5%). A total of 2822 (69.7%) articles had at least one Diversity, Equity and
Inclusion-related term. These articles had an average of 4.7 terms per article
(sd: 5.7). Interestingly, the ratio of articles containing at least one
DEI-related term has risen from 61.1% in 2014 to 73.9% in 2024. On the contrary,
the number of Diversity, Equity and Inclusion-related terms in each abstract
remains constant over time.
CONCLUSION: This bibliometric and lexical network study illustrates the
difficulty of making research and promoting sleep health policies without
Diversity, Equity and Inclusion-related terms.
Copyright © 2025 National Sleep Foundation. Published by Elsevier Inc. All
rights reserved.
DOI: 10.1016/j.sleh.2025.10.014
PMID: 41290438
Conflict of interest statement: Declaration of conflicts of interest None.