在大学录取中使用个人陈述:性别偏见和增加结构影响的调查

IF 1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY International Journal of Testing Pub Date : 2021-12-15 DOI:10.1080/15305058.2021.2019749
Susan Niessen, Marvin Neumann
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引用次数: 2

摘要

摘要个人陈述是大学招生程序中最常用的工具之一。然而,关于它们的可靠性、有效性和公平性的研究却很少。本文的第一个目的是调查对女性申请人不利影响和预测不足的假设,这可能是由于与男性申请人相比,使用代理语言的倾向较低。其次,我们研究了以更结构化的方式对个人陈述进行评级是否会提高可靠性和有效性。使用荷兰大学一个本科生心理学项目的大量申请人的个人陈述(250个单词),我们没有发现任何证据表明女性申请人或男性申请人使用更多代理语言会产生不利影响,代理语言使用与个人陈述评级之间也没有关系。相比之下,我们发现女性申请人的个人陈述比男性略为正面。探索性分析表明,女性申请人更好的写作能力可能解释了这种差异。一种更结构化的个人陈述评级方法产生了更高但仍然只有“中等”的评分者间可靠性,以及几乎相同的、可忽略不计的第一年GPA和辍学的预测有效性。
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Using personal statements in college admissions: An investigation of gender bias and the effects of increased structure
Abstract Personal statements are among the most commonly used instruments in college admissions procedures. Yet, little research on their reliability, validity, and fairness exists. The first aim of this paper was to investigate hypotheses about adverse impact and underprediction for female applicants, which could result from lower tendencies to use agentic language compared to male applicants. Second, we examined if rating personal statements in a more structured manner would increase reliability and validity. Using personal statements (250 words) from a large cohort of applicants to an undergraduate psychology program at a Dutch University, we found no evidence for adverse impact for female applicants or more agentic language use by male applicants, and no relationship between agentic language use and personal statement ratings. In contrast, we found that personal statements of female applicants were rated slightly more positively than those of males. Exploratory analyses suggest that female applicants’ better writing skills might explain this difference. A more structured approach to rating personal statements yielded higher, but still only ‘moderate’ inter-rater reliability, and virtually identical, negligible predictive validity for first year GPA and dropout.
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来源期刊
International Journal of Testing
International Journal of Testing SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
3.60
自引率
11.80%
发文量
13
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