2020
DOI: 10.1177/0361684320977178
|View full text |Cite
|
Sign up to set email alerts
|

Changes in Gender Stereotypes Over Time: A Computational Analysis

Abstract: We combined established psychological measures with techniques in machine learning to measure changes in gender stereotypes over the course of the 20th century as expressed in large-scale historical natural language data. Although our analysis replicated robust gender biases previously documented in the literature, we found that the strength of these biases has diminished over time. This appears to be driven by changes in gender biases for stereotypically feminine traits (rather than stereotypically masculine … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1
1

Citation Types

1
25
2
1

Year Published

2021
2021
2024
2024

Publication Types

Select...
6
3

Relationship

0
9

Authors

Journals

citations
Cited by 56 publications
(38 citation statements)
references
References 99 publications
(167 reference statements)
1
25
2
1
Order By: Relevance
“…This implies that gender stereotypical beliefs about the gender roles of both sexes have changed over time. These results are consistent with the findings of (Bhatia & Bhatia, 2021;Eagly et al, 2020;Lopez-Zafra & Garcia-Retamero, 2021).…”
Section: Liberal Generationsupporting
confidence: 93%
“…This implies that gender stereotypical beliefs about the gender roles of both sexes have changed over time. These results are consistent with the findings of (Bhatia & Bhatia, 2021;Eagly et al, 2020;Lopez-Zafra & Garcia-Retamero, 2021).…”
Section: Liberal Generationsupporting
confidence: 93%
“…3. Bhatia and Bhatia (2021) examine changes in gender stereotypes in the general population during 1910-1990 using machine learning techniques to large word data sets and applying several alternative measures of stereotypes, including the BSRI. They find changes to be slow and that changing associations can only be observed for feminine traits.…”
Section: Gm 365mentioning
confidence: 99%
“…These outcomes may be partially explained by differences in sex roles in society, in which women are normally oriented towards others and to connect themselves with others (Giddens, 2020;Pollo and Kasumovic, 2022;Spence and Helmreich, 2021;Vera, 2020;Weiner, 2010). Research fi ndings show that women's and men's behaviors and motivation-related beliefs continue to be shaped by gender stereotypes (Bhatia and Bhatia, 2021). It must be noted that ability, ethnicity and socioeconomic status moderate sex effects in motivation (Farmer and Vispoel, 2014;Giddens, 2020;Meece, Glienke and Burg, 2006).…”
Section: Discussionmentioning
confidence: 99%