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Nonresponse bias in student assessment surveys: A comparison of respondents and non-respondents of the National Survey of Student Engagement at an independent comprehensive Catholic university.

机译:学生评估调查中的无答复偏差:在一所独立的综合性天主教大学进行的全国学生参与度调查中,答复者和非答复者的比较。

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摘要

Based upon the theoretical framework of social foundations inquiry, with engagement as both process and product of the educational process, a quantitative study measured nonresponse bias of first-year undergraduate students in the National Survey of Student Engagement (NSSE) 2004, at one participating NSSE university, an independent comprehensive Catholic university in northeastern Pennsylvania. This assessment tool was developed by higher education professionals to measure engagement as a proxy indicator for undergraduate student learning and development outcomes. Unfortunately, average response rates for the NSSE have been in the low 40 percent range. In such a situation, external validity of the survey results is in question. Therefore, nonresponse bias needs to be measured as an integral part of survey research.;The survey administration was conducted, over approximately a 40-day period, in a multi-stage follow-up process with personal appeals to the subjects. The study tested the research hypotheses by comparing the results of the five NSSE engagement scales and seven student socio-demographic variables using independent sample t-tests and chi-square goodness-of-fit statistical tests. Additional statistical analyses were performed to investigate the comparison of individual survey items that make up the engagement scales, as well as additional items not part of the engagement scales.;Comparative analyses indicated the study respondents were representative of the university non-respondents in terms of race, major of study and first-year grade point average, but not for gender and first-year place of residence. Results for Research Hypothesis One suggest that there is no significant difference between NSSE 2004 first-year respondents and first-year non-respondents on these seven socio-demographic variables. Results for Research Hypothesis Two suggest that there was no significant difference between the two groups on four of the five NSSE National Benchmarks of Effective Education Practice (engagement scales): Level of Academic Challenge, Active and Collaborative Learning, Enriching Educational Experience, and Supportive Campus Environment. However, study results suggest that there was nonresponse bias on the Student-Faculty Interaction Scale and that the non-respondents might be more engaged on the activities questioned by this scale than the respondents. Additional micro-level analyses of individual survey items, both those associated with the engagement scales and those not, indicated a presence of nonresponse bias on numerous items. Several items indicated that non-respondents were more engaged, but most indicated that the non respondents were less engaged than the respondents. Implications of these findings and recommendations are offered for the scholarship of student assessment.
机译:根据社会基础探究的理论框架,以参与作为教育过程的过程和产物,一项定量研究在一项2004年全国学生参与度调查(NSSE)中测量了一年级本科生的无反应偏差。大学,位于宾夕法尼亚州东北部的一所独立的综合天主教大学。该评估工具是由高等教育专业人士开发的,用于测量参与度,作为本科生学习和发展成果的替代指标。不幸的是,NSSE的平均响应率一直处于40%的低水平。在这种情况下,调查结果的外部有效性存在疑问。因此,无应答偏差需要作为调查研究的一个组成部分进行测量。在大约40天的时间内,调查管理是在一个多阶段的跟踪过程中进行的,并且对受试者有个人吸引力。该研究通过使用独立样本t检验和卡方拟合优度统计检验比较了五个NSSE参与量表和七个学生社会人口统计学变量的结果,从而检验了研究假设。进行了额外的统计分析,以调查构成参与量表的单个调查项目以及不属于参与量表的其他项目的比较;比较分析表明,在以下方面,研究受访者代表了大学未答复者:种族,学习专业和一年级平均成绩,但不包括性别和一年级居住地。研究假设的结果一个人认为,在这七个社会人口统计学变量上,NSSE 2004第一年的受访者和第一年的非受访者之间没有显着差异。研究假设的结果二表明,在NSSE五个有效教育实践国家基准(参与度)中,两组之间没有显着差异:学术挑战水平,主动和协作学习,丰富的教育经验和支持性校园环境。但是,研究结果表明,学生与教师的互动量表存在无回应的偏见,并且与被调查者相比,无回应者可能更参与该量表所质疑的活动。对单个调查项目的其他微观分析,无论是与参与量表相关的分析,还是与参与量表无关的分析,都表明许多项目都存在无回应偏差。有几项表明未回答者的参与度更高,但多数表明未回答者的参与度低于受访者。这些发现和建议的含义为学生评估奖学金提供了依据。

著录项

  • 作者

    McInnis, Elizabeth D.;

  • 作者单位

    Marywood University.;

  • 授予单位 Marywood University.;
  • 学科 Education Higher.;Education Guidance and Counseling.;Education Tests and Measurements.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 203 p.
  • 总页数 203
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:40:04

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