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 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…

The Ethical Analysis Protocol is a set of questions on treatment of participants, research practices, and sociopolitical dimensions of research that can be used to elicit information about ethical assumptions, constraints, and implications of institutional research studies. They provide a framework for ethical analysis of an institutional research…

Useful reference material and a list of professional associations are provided for the institutional researcher interested in qualitative research. (MSE)

Ethnographic auditing combines concepts of ethnography, evaluation, and traditional auditing to evaluate university management. It is another tool in the institutional researcher's repertoire that enables the researcher to interpret cultural aspects of the organization to facilitate its academic mission. (MSE)

Understanding the climate and culture of the campus is essential to improving organizational effectiveness. Institutional researchers will be influenced increasingly by research in this area, by improving their awareness, defining important dimensions of the institutional culture, establishing benchmarks for future reference, actively undertaking…

Five issues that emerge in institutional research when studying diversity on campus are identified: (1) the researcher is part of the change process; (2) in framing research questions, focus on the institution; (3) combining qualitative and quantitative methods can provide greater insight; (4) diversity touches all institutional elements and…

Institutional comparison groups can be selected in several ways, depending on the comparison issue. The method chosen involves both technical and political considerations. (Author/MSE)

Ethnographic interviews offer the academic decision maker an alternative lens with which to gather information, develop hypotheses, and implement plans. Specific procedures must be followed to use the technique properly, and other research methods should accompany the ethnographic interview for increased validity. (MSE)

Assessments of campus climates can be difficult and be accomplished by several methods, according to purpose. However, a well-designed survey can yield comprehensive and substantive data about the characteristics of people in the institution, workings of programs and policies, and interaction of these elements to inform institutional decision…

Twenty-seven key resources for understanding, researching, and managing organizational climates and cultures are cited and described. The articles, books, and monographs reflect a relatively recent wave of interest in culture as a tool for understanding organizational settings. (Author/MSE)

A discussion of methods for measuring college faculty workload first reviews course load analysis, the traditional method used to define, measure, and report faculty workload, then suggests some data alternatives and related issues faced by institutional research offices. Suggestions are offered for locating existing workload data, compiling a…

The study of academics and athletics presents several methodological problems. Athletics research requires knowledge of numerous definitions and an understanding of the political environment in which sports operate, as revealed by an analysis of several models for calculating graduation rates, because these issues shape research outcomes.…

Student culture exerts significant influence on many aspects of college life by determining the kinds of people with whom one spends time and the values and attitudes to which one is exposed. To encourage attitudes and values consistent with the institution's educational purpose, cultural elements must be discovered and understood. (Author/MSE)