This chapter presents various considerations researchers undertook to conduct a quantitative study on low-income students using a national data set. Specifically, it describes how a critical quantitative scholar approaches guiding frameworks, variable operationalization, analytic techniques, and result interpretation. Results inform how…

This chapter uses a critical quantitative approach to study models and measures of civic engagement for Latina/o college students. The chapter describes the importance of a critical quantitative approach to study civic engagement of Latina/o college students, then uses Hurtado et al.'s (Hurtado, S., 2012) model to examine the civic engagement…

This chapter examines the relationship between student self-reported gains and college satisfaction, and it considers whether self-reported gains constitute a form of college satisfaction.

This chapter discusses an experimental study that shows that the order of items on a questionnaire and the response options for those items both affect the results of college student surveys.

This chapter describes the impact that participation in the Carnegie Classification for Community Engagement had on the institutions of higher learning that applied for the classification. This is described in terms of changes in direct community engagement, monitoring and reporting on community engagement, and levels of student and professor…

This chapter examines the differences between institutions with high and low levels of involvement in service learning as well as the differences between students with high and low levels of involvement. The study shows a correlation between institutional organization and service-learning emphasis and describes, at the student level, correlations…

This chapter describes how data on the extent of community service among a national representative sample of young college students were associated with "supports," including human, social, and cultural capital. This chapter helps fill missing information on estimates of the occurrence and persistence of community service, types of…

This chapter describes how canonical correlation was used in conjunction with an item response theory model to address the relationship between college students' civic engagement involvement and attitudes as undergraduates. The constructs of interest were students' participation in civic, political, and expressive activities, as well as…

This chapter describes the impact of an alternative spring break program on students at the Savannah College of Art and Design over a set of years as well as its effectiveness as a service-learning tool.

College student self-reported gains are used frequently in institutional research and in general research on college outcomes (Gonyea, 2005). These self-report measures serve not only to identify experiences and programs associated with student growth but also to draw comparisons across colleges and universities. The vast majority of institutions…

In this chapter, the author examines the adequacy and appropriateness of self-report data using the lens of construct validity (Kane, 2006; Messick, 1989). Because construct validity focuses on the appropriateness of data for specific uses or interpretations, he limits his discussion to the use of self-report data in scholarly research. Other…

Survey data are widely used in higher education for purposes such as assessment and strategic planning. One of the most common ways of using surveys has been to assess student learning outcomes by means of proxy questions on a survey, assuming that students who engage in specific behaviors (called engagement) have learned more during college than…

Correlations between self-reported learning gains and direct, longitudinal measures that ostensibly correspond in content area are generally inadequate. This chapter clarifies that self-reported measures of learning are more properly used and interpreted as evidence of students' perceived learning and affective outcomes. In this context, the…

Decades of research in survey methodology and psychology have yielded important insights about how to create effective and valid survey instruments. As Porter (in press) has argued convincingly, college student surveys often fall well short of these standards by placing unrealistic demands on students' memory and by assuming that students readily…

One way to understand the college student experience is the generational approach, which examines the characteristics and attitudes of cohorts across different periods in history. Terms such as "baby boomers," "generation X," and "millennials" convey powerful images that characterize different generations according to who they are and what they…