A procedure for smoothing proportions of a double-entry expectancy table is described. The product is a nomograph from which can be read expectancies from combinations of values of two predictor variables. Use of the procedure in admission of first-year college students, based on students' high school class rank and standardized test composite…

Campuses should act on salary equity issues before litigation arises. Campuses must resolve database problems, unfocused studies, problems in data interpretations, and constraints on implementing findings if they are to take timely actions. Internally motivated monitoring and court-ordered monitoring are discussed. (Author/MLW)

Data administration (DA) is a position that has emerged with the growth of information technologies. A review of DA literature confirms that, although DA is widely associated with database management systems (DBMS), there is no standard DA job description, DA staffing and location within the organization vary, and DA functions range in description…

This article proposes that the task of providing useful information for deans and department heads has major implications for the role and preparation of college and university institutional researchers. Six areas for consideration are examined: local needs assessment, data integrity and interpretation, collaboration, skills and knowledge bases,…

Internal institutional auditing can improve effectiveness and efficiency and protect an institution's assets. Many of the concepts and techniques used to analyze higher education institutions are qualitative in nature and suited to institutional research, including fiscal, operational, data-processing, investigative, management consulting,…

An overview of college guidebooks examines their origins, development, types, impact on both consumers and colleges, and current trends and future prospects. It is argued that publishers will gain credibility by standardizing data collection and reporting formats and by no longer trying to rank colleges on criteria that change annually and fail to…

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…

College and university institutional researchers can use unemployment insurance wage and related files to describe and compare students' workplace status before, during, and after enrollment. However, some issues must be addressed, including data delays, uncovered employment and other work status, confidentiality of records, information…