April H Bailey, Adina Williams, Aashna Poddar, Andrei Cimpian
{"title":"集体概念中以男性为中心和以白人为中心的交叉偏见。","authors":"April H Bailey, Adina Williams, Aashna Poddar, Andrei Cimpian","doi":"10.1177/01461672241232114","DOIUrl":null,"url":null,"abstract":"<p><p>In principle, the fundamental concepts person, woman, and man should apply equally to people of different genders and races/ethnicities. In reality, these concepts might prioritize certain groups over others. Based on interdisciplinary theories of <i>androcentrism</i>, we hypothesized that (a) person is more associated with men than women (person = man) and (b) woman is more associated with women than man is with men (i.e., women are more gendered: gender = woman). We applied natural language processing tools (specifically, word embeddings) to the linguistic output of millions of individuals (specifically, the Common Crawl corpus). We found the hypothesized person = man / gender = woman bias. This bias was stronger about Hispanic and White (vs. Asian) women and men. We also uncovered parallel biases favoring White individuals in the concepts person, woman, and man. Western society prioritizes men and White individuals as <i>people</i> and \"others\" women as <i>people with gender</i>, with implications for equity across policy- and decision-making contexts.</p>","PeriodicalId":19834,"journal":{"name":"Personality and Social Psychology Bulletin","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Intersectional Male-Centric and White-Centric Biases in Collective Concepts.\",\"authors\":\"April H Bailey, Adina Williams, Aashna Poddar, Andrei Cimpian\",\"doi\":\"10.1177/01461672241232114\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>In principle, the fundamental concepts person, woman, and man should apply equally to people of different genders and races/ethnicities. In reality, these concepts might prioritize certain groups over others. Based on interdisciplinary theories of <i>androcentrism</i>, we hypothesized that (a) person is more associated with men than women (person = man) and (b) woman is more associated with women than man is with men (i.e., women are more gendered: gender = woman). We applied natural language processing tools (specifically, word embeddings) to the linguistic output of millions of individuals (specifically, the Common Crawl corpus). We found the hypothesized person = man / gender = woman bias. This bias was stronger about Hispanic and White (vs. Asian) women and men. We also uncovered parallel biases favoring White individuals in the concepts person, woman, and man. Western society prioritizes men and White individuals as <i>people</i> and \\\"others\\\" women as <i>people with gender</i>, with implications for equity across policy- and decision-making contexts.</p>\",\"PeriodicalId\":19834,\"journal\":{\"name\":\"Personality and Social Psychology Bulletin\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2024-04-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Personality and Social Psychology Bulletin\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.1177/01461672241232114\",\"RegionNum\":2,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, SOCIAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Personality and Social Psychology Bulletin","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/01461672241232114","RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, SOCIAL","Score":null,"Total":0}
Intersectional Male-Centric and White-Centric Biases in Collective Concepts.
In principle, the fundamental concepts person, woman, and man should apply equally to people of different genders and races/ethnicities. In reality, these concepts might prioritize certain groups over others. Based on interdisciplinary theories of androcentrism, we hypothesized that (a) person is more associated with men than women (person = man) and (b) woman is more associated with women than man is with men (i.e., women are more gendered: gender = woman). We applied natural language processing tools (specifically, word embeddings) to the linguistic output of millions of individuals (specifically, the Common Crawl corpus). We found the hypothesized person = man / gender = woman bias. This bias was stronger about Hispanic and White (vs. Asian) women and men. We also uncovered parallel biases favoring White individuals in the concepts person, woman, and man. Western society prioritizes men and White individuals as people and "others" women as people with gender, with implications for equity across policy- and decision-making contexts.
期刊介绍:
The Personality and Social Psychology Bulletin is the official journal for the Society of Personality and Social Psychology. The journal is an international outlet for original empirical papers in all areas of personality and social psychology.