Survey Data Collection and Analytics Project (Capstone)

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University of Michigan, University of Maryland, College Park

课程大纲

Develop a questionnaire for the capstone project. You can choose between two topics: A post-course evaluation survey for the Coursera MOOC “Questionnaire Design in Social Surveys” or a National Health Interview survey focusing on fitness, exercise, and nutrition. The survey should not take more than 10 minutes (not more than 30 questions) and should be a self-administered survey (online).

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课程详情

The Capstone Project offers qualified learners to the opportunity to apply their knowledge by analyzing and comparing multiple data sources on the same topic. Students will develop a research question, access and analyze relevant data, and critically examine the quality of each data source. At the completion of this capstone, students will have demonstrated hands-on data analysis capability, evaluated the quality of different data sources using the Total Survey Error approach, involving at least some of the following: comparing weighted non-probability samples to data collected from probability samples, using sampling techniques to correct for coverage errors, and tracking and assess the ease of using an online questionnaire that you implement.

调查数据收集和分析项目(Capstone):Capstone项目为合格的学习者提供了通过分析和比较同一主题的多个数据源来应用其知识的机会。学生将提出一个研究问题,访问和分析相关数据,并严格检查每个数据源的质量。 在完成这一总结之后,学生将展示出动手的数据分析能力,并使用“总调查误差”方法评估不同数据源的质量,其中涉及至少以下一些方面:比较加权的非概率样本与从中收集的数据概率样本,使用抽样技术校正覆盖率误差,并跟踪和评估使用您实施的在线调查表的难易程度。

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