This chapter provides a taxonomy of student veterans in the form of a codebook to assist in institutional data collection and analysis.

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…

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,…

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…

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…

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…

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…

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…

The portrait of the American college senior is a mix of economic pressures and shifting choices. Understanding that the senior year represents another critical transition point for college students, many U.S. colleges and universities are taking intentional steps to help students bring closure to their collegiate experience and accomplish the…

Institutions that have organized and centralized their data enjoy an obvious advantage in grappling with strategic planning and other issues. As the drumbeat for accountability, planning, and demonstrating effectiveness to internal and external stakeholders intensifies, the stature and importance of institutional research offices on most campuses…

This chapter presents a sophisticated approach for tracking student cohorts from entry through departure within an institution. It describes how a researcher can create a student tracking model to perform longitudinal research on student cohorts. (Contains 3 tables and 2 figures.)

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)…

The work of a committee of college institutional researchers to create a professional code of ethics is chronicled, and the code's structure is described briefly. Issues encountered in and assumptions underlying the effort are discussed, including the rationale for such a code, definition of technical standards, terminology, and scope. (MSE)

Although each higher education institutional research office has a unique style and mission, their commonalities suggest guidelines for establishing effective units, including placement high in the organizational structure, consistent attention given to first-order data responsibilities (collection, reporting), attention to institutional needs, a…