Can a diversity statement increase diversity in MOOCs?

René F. Kizilcec, Andrew J. Saltarelli
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引用次数: 8

Abstract

Despite the fact that anyone can sign up for open online courses, their enrollment patterns reflect the historical underrepresentation of certain sociodemographic groups (e.g. women in STEM disciplines). We theorize that enrollment choices online are shaped by contextual cues that activate stereotypes about numeric representation and climate in brick-and-mortar institutions. A longitudinal matched-pairs experiment with 14 MOOCs (N=29,000) tested this theory by manipulating the presence of a diversity statement on course pages and measuring effects on who enrolls. We found a 3% increase in the proportion of students with lower socioeconomic status. The effect size varied across courses between -0.5 and 7 percentage points. No significant changes in enrollment patterns by gender, age, and national development level occurred. Implications for the use and content of diversity statements and their alternatives are discussed.
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多样性声明能增加mooc的多样性吗?
尽管任何人都可以注册开放在线课程,但其注册模式反映了某些社会人口统计学群体(例如STEM学科的女性)的历史代表性不足。我们的理论是,在线入学选择是由上下文线索塑造的,这些线索激活了对实体机构中数字代表和气候的刻板印象。一项针对14个mooc (N=29,000)的纵向配对实验通过操纵课程页面上的多样性声明的存在并测量对谁注册的影响来验证这一理论。我们发现社会经济地位较低的学生比例增加了3%。不同课程的效应大小在-0.5到7个百分点之间变化。性别、年龄和国家发展水平的入组模式无明显变化。讨论了多样性陈述的使用和内容及其替代方案的影响。
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