This chapter reviews methodological issues surrounding the measurement of glass ceiling effects and summarizes findings from one cross-sectional analysis study.

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…

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…

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 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 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…

A supportive campus culture is critical to institutionalizing civic engagement and instilling the principles of active citizenship. This chapter explores a model that quantitatively measures the impact of the campus environment on civic engagement outcomes.

Understanding the suitability of multilevel modeling in the context of institutional research (IR) may ease the doubts of some IR professionals. However, the need for training on how to conduct and report multilevel modeling analysis remains. A major roadblock hindering the proliferation of multilevel modeling in IR is the perception that…

The influence of emotions in the workplace rarely has been examined within the context of higher education (Neumann, 2006; Smith and Witt, 1993). Through a qualitative approach, the purpose of this chapter is to offer a perspective of faculty work that examines the role that emotions play in the academic life of 15 underrepresented faculty members…

This study provides a multilens examination of the diversity of full-time faculty in the United States across 11 institutional types derived from Carnegie classifications, by the intersection of race/ethnicity, citizenship, and gender and to make comparisons across time. Whereas few other studies have assessed faculty diversity for the for-profit…

The purpose of this research is to analyze the attributes of top-tier public institutions and their host municipalities to determine if there are common factors in how the organizations are structured, how they interact, and whether a symbiotic relationship exists that can benefit both entities. This research attempted to determine if cities under…

The purpose of this chapter is to discuss the conceptual, methodological, and statistical challenges in selecting appropriate peer institutions for comparative purposes. The authors' approach embraces a Western scientific tradition that physical things and phenomena can be "reduced into a set of key variables--identifiable parts--that make key…