Some ways in which research on student financial aid can be conducted and used to further institutional goals and objectives are presented. Four topics for inclusion in an institution's research agenda are suggested: recruiting, measuring the aid program's effectiveness, expanding aid resources, and analyzing family financial capacity. (Author/MSE)

Written reports still constitute the primary means of communicating institutional research findings. They may have a variety of formats, but should always rest on a well-documented research process. (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)

There is no right way to forecast college enrollments; in many instances, it will be prudent to use both qualitative and quantitative methods. Methods chosen must be relevant to questions addressed, policies and decisions at stake, and time and talent required. While it is tempting to start quickly, enrollment forecasting is an area in which…

In Carleton College's attempts to find a technique for measuring prospective students' perceptions of college price and educational quality, it discovered that student attitudes about educational value were reflected in the relationship between those two dimensions. (MSE)

The conceptual and technical problems that need to be considered when studying graduate student retention and degree progress are examined, and practical suggestions for the institutional researcher are offered. Terms are defined, retention measures are explained, and different types of analysis are outlined. Ideas are given for database…

Development of a portfolio of achievement by each student, based on departmental definitions, can satisfy the assessment needs of the student and department faculty. The portfolio is a vehicle for monitoring student progress and initiating synthesis within a field of study. Portfolio building in the fine arts offers an example. (MSE)

Institutional planners responsible for setting enrollment objectives and levels must develop an understanding of college market structure, choose among alternative approaches to market assessment, and apply appropriate methods for measuring patterns of competition. (Author/MSE)

Revenue forecasting is the critical first step in most college and university budget-planning processes. While it seems a straightforward exercise, effective forecasting requires consideration of a number of interacting internal and external variables, including demographic trends, economic conditions, and broad social priorities. The challenge…

The ultimate goal of the institutional researcher is not always to test a research hypothesis, but more often simply to find an appropriate model to gain an understanding of the underlying characteristics and interrelationships of the data. Exploratory data analysis provides a means of accomplishing this. (Author)

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)

Concerns about published comparisons of colleges and universities are organized into a framework to guide further research. A systematic method for addressing specific issues about the guides is presented, and the environment in which the guides are used is examined. Research needed to assure that the guides make a valued contribution and are fair…

Highlights key issues for consideration in institutional research on college climate, including those that affect women, racial and ethnic minorities, lesbian, gay, bisexual, and transgendered students; and disabled students. These climate issues are also pertinent to majority students in diverse environments and are quickly becoming a regular…

The data collected in higher education research are not always quantitative or continuous. Statistical methods using the log-linear model provide the institutional researcher with a powerful set of tools for addressing research questions when data are categorical. (Author/MSE)

Regression analysis is one of the most frequently used statistical techniques in institutional research. Principles of least squares, model building, residual analysis, influence statistics, and multi-collinearity are described and illustrated. (Author/MSE)