Historical trends in teacher personality from human language.
Big Five personality
Big data analysis
Google books
historical trend
teacher personality
Journal
Proceedings of the National Academy of Sciences of the United States of America
ISSN: 1091-6490
Titre abrégé: Proc Natl Acad Sci U S A
Pays: United States
ID NLM: 7505876
Informations de publication
Date de publication:
15 Oct 2024
15 Oct 2024
Historique:
medline:
8
10
2024
pubmed:
8
10
2024
entrez:
8
10
2024
Statut:
ppublish
Résumé
Understanding the historical perception and value of teacher personalities reveals key educational priorities and societal expectations. This study analyzes the evolution of teachers' ascribed Big Five personality traits from 1800 to 2019, drawing on millions of English-language books. Word frequency analysis reveals that conscientiousness is the most frequently discussed trait, followed by agreeableness, openness, extraversion, and neuroticism. This pattern underscores society's focus on whether teachers are responsible. Polarity analysis further indicates a higher prevalence of low neuroticism descriptors (e.g., patient and tolerant) in descriptions of teachers compared to the general population, reinforcing the perception of teachers as stable and dependable. The frequent use of terms like "moral", "enthusiastic", and "practical" in describing teachers highlights the positive portrayal of their personalities. However, since the mid-20th century, there has been a notable rise in negative descriptors related to openness (e.g., traditional and conventional), coupled with a decline in positive openness terms. This shift suggests an evolving view of teachers as less receptive to new ideas. These findings offer valuable insights into the historical portrayal and societal values attributed to teacher personalities.
Identifiants
pubmed: 39378085
doi: 10.1073/pnas.2413253121
doi:
Types de publication
Journal Article
Historical Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
e2413253121Subventions
Organisme : Start-up Foundation of Zhejiang University of Technology
ID : SKY-ZX-20240008
Organisme : MOST | National Natural Science Foundation of China (NSFC)
ID : 32400904
Déclaration de conflit d'intérêts
Competing interests statement:The author declares no competing interest.