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性暴力校园氛围调查中缺失数据的大小和潜在影响。

The magnitude and potential impact of missing data in a sexual violence campus climate survey.

机构信息

Department of Anthropology, Indiana University-Bloomington, Bloomington, Indiana, USA.

The Kinsey Institute, Indiana University-Bloomington, Bloomington, Indiana, USA.

出版信息

J Am Coll Health. 2020 Jul;68(5):468-476. doi: 10.1080/07448481.2019.1577865. Epub 2019 Mar 25.

Abstract

Assess the impact of survey non-response and non-completion for a campus climate survey. Intended for all degree-seeking students at a large, public, midwestern university, November 2014. The survey covered sexual assault experiences and related attitudes. We identify the magnitude and potential impact of survey non-response by comparing demographic data between respondents and non-respondents, sexual assault prevalence between early and late respondents, and demographic and attitudinal data between survey completers and partial completers. Demographic groups were differentially represented in the survey. Sexual assault prevalence based on survey results may be underestimated for men, overestimated for women. Sensitive questions did not increase drop-off. Students completing more of the survey differed from those completing less. Colleges must plan survey administration and data sensitivity analysis to reduce potential for bias. Resources for sexual assault-related needs based on estimates from campus climate surveys with high non-response will likely be misallocated.

摘要

评估校园气候调查中调查无回应和不完整的影响。 针对一所大型公立中西部大学的所有攻读学位的学生,2014 年 11 月。 该调查涵盖了性侵犯经历和相关态度。我们通过比较受访者和非受访者之间的人口统计数据、早期和晚期受访者之间的性侵犯发生率,以及调查完成者和部分完成者之间的人口统计和态度数据,来确定调查无回应的程度和潜在影响。 不同的人口统计群体在调查中具有不同的代表性。 根据调查结果,性侵犯的发生率可能会低估男性,高估女性。 敏感问题并没有增加流失率。 完成更多调查的学生与完成较少调查的学生不同。 各学院必须计划调查管理和数据敏感性分析,以减少潜在的偏差。 根据高无回应率的校园气候调查估计,基于性侵犯相关需求的资源分配可能会出现错误。

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