Institutional researchers can be confronted with ethical quandaries. Pressures from their institutions can conflict with professional standards and general ethical requirements. Analyses that appear to be neutral can conceal hidden assumptions that are unintentionally harmful to those individuals whom institutions have a responsibility to protect.…

This chapter will value of including diverse voices of researchers. An innovative, cost-effective model for assessment will be described, capturing the process implemented at a university in its efforts to center social justice within assessment and evaluation research practices.

This chapter explores how critical lenses can be used to conduct transfer research and proposes a new methodological approach to understand the complex experiences and success of diverse transfer students.

This chapter discusses methods and measures that are needed to conduct research on newly developing Applied Baccalaureate degrees that enable students to transfer applied college credits heretofore considered terminal to bachelor's degree programs.

This chapter provides examples of innovative methods and tools to collect, analyze, and report both quantitative and qualitative data in student affairs assessment.

"Intersectionality" can be defined as the "relationships among multiple social dimensions and modalities of social relations and subject formations." In simpler terms, it can be defined as the processes through which multiple social identities converge and ultimately shape individual and group experiences. In this article, the authors discuss the…

The methods and models for categorical data analysis cover considerable ground, ranging from regression-type models for binary and binomial data, count data, to ordered and unordered polytomous variables, as well as regression models that mix qualitative and continuous data. This article focuses on methods for binary or binomial data, which are…

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 chapter, the authors outline an approach to assessing complex constructs supported by psychological science and research. This approach is informed by their background as psychologists but is general enough to incorporate other disciplinary approaches as well. They identify this approach as TAIM (Theory, Activities, Indicators, Multiple…

There is a steady line of research to understand faculty diversity and its impact on the work life quality of faculty and learning outcomes of students in the U.S. higher education systems. What makes this volume unique is that, rather than treating diversity as a static and simplistic concept, the chapter authors presented information to show…

In this article, the authors discuss the utility of combining quantitative and qualitative methods in conducting intersectional analyses. First, they discuss some of the paradigmatic underpinnings of qualitative and quantitative research, and how these methods can be used in intersectional analyses. They then consider how paradigmatic pragmatism…

In this article, the authors discuss how merging mixed-methods and intersectional analyses can generate deeper and more authentic understandings of students' experiences within the campus climate and its relation to sense of belonging in college. They discuss overemphasis on one-dimensional analyses of campus climates and sense of belonging,…

Multilevel modeling provides several advantages over traditional ordinary least squares regression analysis; however, reporting results to stakeholders can be challenging. This article suggests some strategies for presenting complex, multilevel data and statistical results to institutional and higher education decision makers. The article is…

Assessment research is at its best when it packages research results and data so that they can be digested by multiple audiences. Too many assessment researchers spend all their efforts planning and executing the research project with little attention to closing the loop at the end. If assessment findings are not communicated effectively, the…

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…