Multilevel modeling (MLM) gives researchers the ability to make inferences about organizations where nesting factors will bias results and the assumption of independence is not tenable. This article provides an overview of the variety of data sources that lend themselves to conducting institutional research (IR). It not only serves as a repository…

In this article, the authors demonstrate how researchers can integrate qualitative and quantitative methods to gain a deeper understanding of the prevalence and nature of cultural taxation among black professors. In doing so, they show how the impact of cultural taxation on the experiences of black faculty in the academy is best captured using…

In this article, the author discusses how researchers can use mixed-methods approaches and intersectional analyses to understand college access among first-generation Asian American and Pacific Islanders (AAPIs). First, he discusses the utility of mixed-methods approaches and intersectionality research in studying college access. Then, he…

In this chapter, the authors explore the effect of incentives on attrition and nonresponse in a multi-institutional longitudinal study. They organize this chapter into three sections. First, they review the literature regarding nonresponse among students and the effects of incentives on attrition and nonresponse in studies that employ…

The sophisticated analytical techniques available to institutional researchers give them an array of procedures to estimate a causal effect using observational data. But as many quantitative researchers have discovered, access to a wider selection of statistical tools does not necessarily ensure construction of a better analytical model. Moreover,…

This article describes how researchers can design and use a culture-sensitive intervention model to inform and influence attitudes of various cultural groups toward seeking professional counseling services. Special emphasis is given to the implications of culture specificity in the processes of designing and conducting intervention studies with…

Colleges and universities in the United States are being challenged to assess student outcomes and the quality of programs and services. One of the more widely used sources of evidence is student engagement as measured by a cluster of student engagement surveys administered by the Center for Postsecondary Research at Indiana University. They…

There is almost nothing more frustrating to an institutional researcher than seeing university leaders ignore data. The case study in this article examines how an institutional research office was able to put data to work in enrollment services and produce record-setting numbers of applications, admissions, and confirmations within a nine-month…

In recent years, rapid advancement has taken place in computing technology that allows institutional researchers to efficiently and effectively address data of increasing volume and structural complexity (Luan, 2002). In this chapter, the authors propose a new data analytical technique, Bayesian belief networks (BBN), to add to the toolbox for…

Student departure from postsecondary institutions has been one of the central topics of concern discussed widely by policymakers, institutional personnel, and educational researchers at various levels. However, many existing studies have failed to address issues related to the timing of student departure from college. This article discusses the…

The U.S. Supreme Court's decisions in 2003 in the affirmative action cases of "Gratz v. Bollinger" (2003) and "Grutter v. Bollinger" (2003), sometimes referred to as the "Michigan cases," provided the first indication of the role that race-conscious admission policies will play in higher education in the new century since the Court's decision…

The scope of Title IX clearly includes all aspects of education, but the legislation's application to college athletics receives the most attention. Athletics programs, unlike most academic activities, are sex segregated, so the proper interpretation of the intercollegiate athletics provisions of Title IX is less clear-cut. This article examines…

Most traditional models, frameworks, and findings that apply to the majority of students and faculty do not adequately apply to important subpopulations. The recommendations here will help researchers become more sensitive to the nuances among various educational subgroups, and to pay more attention to outliers.

This chapter offers techniques that can help institutional researchers play a more active role in the process of creating and modifying instructional programs to meet workforce needs. (Contains 1 table.)

This chapter shows how institutional researchers can make use of geographic information systems (GIS) to improve the quality of their surveys and extract more information from their results. GIS can contribute to at least three stages of the survey process: (1) survey design (through a better understanding of the population being surveyed); (2)…