Educational choice has greater effects on sex ratios of college STEM majors than has the greater male variance in general intelligence (g)

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2023-01-01 DOI:10.1016/j.intell.2022.101719
Dai Li , Yizhen Wang , Lantian Li
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引用次数: 2

Abstract

In STEM fields other than biological sciences (math-intensive STEM), there is a greater ratio of males to females (M:F ratio) than that of the general population. The Ability Distribution Hypothesis suggests that this is mainly due to greater male variance in g. Others hypothesize that this is due to sex differences in occupational interests. There has not been an empirical study to evaluate which kind of differences has greater effects on the M:F ratios in math-intensive STEM fields. To fill the gap, we examine the test scores, application for majors and final admissions in a complete dataset of college entrance. We study the M:F ratios of four math-intensive STEM majors: Economics, Engineering, Computer Science and Physical sciences and Math. In summary, we find that greater male variance exists in total test scores; greater male variance partially explains the female underrepresentation in the upper tails of total test scores; men appear to have stronger interests in Engineering and Computer Science than women, while women appear to have stronger interests in Economics and to a lesser extent Physical sciences and Math than men; compared to sex differences in test scores, sex differences in major-choosing appear to have stronger effects on the M:F ratios of math-intensive STEM majors.

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教育选择对大学STEM专业学生性别比的影响大于男性在一般智力方面的差异(g)
在除生物科学(数学密集型STEM)以外的STEM领域,男性与女性的比例(M:F比)高于一般人群。能力分布假说认为,这主要是由于男性在g方面的差异更大。其他人假设这是由于职业兴趣的性别差异。目前还没有实证研究来评估哪种差异对数学密集型STEM领域的M:F比率有更大的影响。为了填补这一空白,我们在一个完整的大学入学数据集中检查了考试成绩、专业申请和最终录取。我们研究了四个数学密集型STEM专业的M:F比率:经济学,工程学,计算机科学和物理科学与数学。综上所述,我们发现男性在总考试成绩上存在较大的差异;较大的男性方差部分解释了女性在总测试分数上尾的代表性不足;男性似乎比女性对工程和计算机科学更感兴趣,而女性似乎对经济学更感兴趣,对物理科学和数学的兴趣程度低于男性;与考试成绩的性别差异相比,专业选择的性别差异似乎对数学密集型STEM专业的M:F比率有更大的影响。
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CiteScore
7.20
自引率
4.30%
发文量
567
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