Critical mixed methods approaches allow us to reflect upon the ways in which we collect, measure, interpret, and analyze data, providing novel alternatives for quantitative analysis. For institutional researchers, whose work influences institutional policies, programs, and practices, the approach has the transformative ability to expose and create…

Numbers of students of color enrolling in higher educational institutions is expected to increase across all racial groups. With continued increases in minority enrollments, minority-serving institutions have and will continue to play a major role in educating student of color. A large national data set was used to examine the numbers of…

The author discusses the importance of critical quantitative research for studies of immigrant students, a large and growing group, whose higher education experience is crucial to the future of the United States. The author outlines some of the distinctions to be made among immigrant students and recommends areas of future inquiry.

This chapter briefly traces the development of the concept of critical quantitative inquiry, provides an expanded conceptualization of the tasks of critical quantitative research, offers theoretical explanation and justification for critical research using quantitative methods, and previews the work of quantitative criticalists presented in this…

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…

The popularity of online student surveys has been associated with greater item nonresponse. This chapter presents research aimed at exploring what factors might help minimize item nonresponse, such as altering online survey page length and using progress indicators.

Estimating the effect of campus math tutoring support, this study demonstrates the use of propensity score weighted and matched-data analysis and examines the correspondence with results from parametric regression analysis.

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.

Item Response Theory (IRT) is a measurement theory that is ideal for scale and test development in institutional research, but it is not without its drawbacks. This chapter provides an overview of IRT, describes an example of its use, and highlights the pros and cons of using IRT in applied settings.

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.

The goal of this chapter is to provide a brief introduction to one of the most rigorous nonexperimental analytical methods currently employed by education researchers: regression discontinuity.

This chapter describes a study that compares two approaches (self-reported effort [SRE] and response time effort [RTE]) for identifying low-effort examinees in student learning outcomes assessment. Although both approaches equally discriminated from measures of ability (e.g., SAT scores), RTE was found to have a stronger relationship with test…

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…