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A developmental intergroup theory of social stereotypes and prejudice
Abstract
Developmental intergroup theory specifies the mechanisms and rules that govern the processes by which children single out groups as targets of stereotyping and prejudice, and by which children learn and construct both the characteristics (i.e., stereotypes) and affective responses (i.e., prejudices) that are associated with these groups in their culture. Specifically, we argue that children have a drive to understand their world, and that this drive is manifested in their tendency to classify natural and non-natural stimuli into categories, and to search the environment for cues about which of the great number of potential bases for categorization are important. The first step in the process of stereotype and prejudice formation is, therefore, the establishment of the psychological salience of some particular set of dimensions. Four factors are hypothesized to affect the establishment of the psychological salience of person attributes: (1) perceptual discriminability of social groups, (2) proportional group size, (3) explicit labeling and use of social groups, and (4) implicit use of social groups. We argue that person characteristics that are perceptually discriminable are more likely than other characteristics to become the basis of stereotyping, but that perceptual discriminability alone is insufficient to trigger psychological salience. Thus, for example, young children's ability to detect race or gender does not mean that these distinctions will inevitably become the bas…
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“At the same time, boys are more likely than girls to be interested in jobs stereotyped as masculine by their culture, such as jobs in STEM fi elds (Bigler and Liben, 2006), and the girls who are interested in male-dominated career fi elds in early adolescence often move away from these preferences -and toward female-dominated career fi elds -by adulthood (Frome et al., 2006).”
From Gender and Education (2015) · cites this paper as Bigler and Liben, 2006
In the citing paper
“This approach comes out of intergroup theories that highlight the potentially derisive effects of highlighting gender as a social category (e.g., Developmental Intergroup Theory; Bigler and Liben, 2006).”
From Gender and Education (2015) · cites this paper as Bigler and Liben, 2006
Citations
Cites
Kytle, J., & Bandura, A. (1978) · Contemporary Sociology · doi:10.2307/2065952 · Cited by 25,422
(1954) · Cited by 15,935
The Social Identity Theory of Intergroup Behavior
Tajfel, H., & Turner, J. C. (2004) · Political Psychology · doi:10.4324/9780203505984-16 · Cited by 13,467
Psychology of intergroup relations
Austin, W. G., & Worchel, S. (1986) · Medical Entomology and Zoology · Cited by 10,626
A Handbook of Child Psychology
(1932) · Nature · doi:10.1038/130331a0 · Cited by 10,133
The measurement of psychological androgyny
Bem, S. L. (1974) · Journal of Consulting and Clinical Psychology · doi:10.1037/h0036215 · Cited by 8,522
Rediscovering the Social Group: A Self‐Categorization Theory
REID, F. J. M. (1987) · British Journal of Social Psychology · doi:10.1111/j.2044-8309.1987.tb00799.x · Cited by 8,145
DeLamater, J., & Ward, A. (2013) · Handbooks of sociology and social research · doi:10.1007/978-94-007-6772-0 · Cited by 7,587
Rediscovering the Social Group: A Self-Categorization Theory.
Willer, D., Turner, J. C., Hogg, M. A., Oakes, P. J., Reicher, S. D., & Wetherell, M. S. (1989) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2073157 · Cited by 7,205
A threat in the air: How stereotypes shape intellectual identity and performance
Steele, C. M. (1997) · American Psychologist · doi:10.1037/0003-066x.52.6.613 · Cited by 6,770
Research works printed but not linked: 2
- Bogardus, 1925, Measuring social distances, Journal of Applied Sociology, 9, 299
- White, 1998, Remarks to the Wisconsin Legislature, April 1, 1998
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Metadata
- Authors
- Bigler, R. S., & Liben, L. S.
- Affiliations
- The University of Texas at Austin (US)
- Pennsylvania State University (US)
- Venue
- Advances in Child Development and Behavior
- Publisher
- Elsevier
- Published
- 2006
- Volume
- 34
- Pages
- 39-89
- ISSN
- 0065-2407 (ISSN-L)
- OpenAlex
- W1554618250
- Cited by
- 481
- References
- 196
- Citations by year
- 2026: 25 · 2025: 31 · 2024: 23 · 2023: 24 · 2022: 44 · 2021: 45 · 2020: 43 · 2019: 22 · 2018: 32 · 2017: 37 · 2016: 27 · 2015: 24 · 2014: 23 · 2013: 18 · 2012: 11
- FWCI
- 31.78
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Advances in child development and behavior (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Keywords
- social stereotypes, prejudice formation, children, categorization, perceptual discriminability, group size, social labeling, segregation, essentialism, in-group favoritism, minority status, social cognition development
- MeSH terms
- Child, Child Development, Group Processes, Humans, Prejudice, Psychological Theory, Social Behavior, Social Perception, Stereotyping
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