The field of learning analytics was founded with the goal to harness vast amounts of data about learning collected by the extensive use of technology. After the early formation, the field has now entered the next phase of maturation with a growing community who has an evident impact on research, practice, policy, and decision-making. Although…

The development of a student's ability to make data-driven decisions has become a focus in higher education (Schield 1999; Stephenson and Caravello 2007). Data literacy, the ability to understand and use data to effectively inform decisions, is a fundamental component of information competence (Mandinach and Gummer 2013; Stephenson and Caravello,…

Much of the literature on social class and language study in schools argues that for middle-class parents and their children, languages are chosen for their capacity to offer forms of distinction that provide an edge in the global labour market. In this paper, we draw on data collected from interviews with parents and children in middle-class…

The focus article by Coburn and Turner (this issue) seeks to provide a comprehensive framework for understanding data use in the context of data-use interventions. This commentary focuses on what the authors see as a glaring omission in what is otherwise a valuable framework: the issue of "useful data." It is their contention that the usefulness…

The author is pleased to see that the future directions of the Council for Children with Behavioral Disorders (CCBD) are being addressed. The celebration of the 50th birthday of the inception of CCBD has set the occasion to carefully examine the status quo of the organization and to set future directions, as appropriate. The authors of "New…

E. Brandstatter, G. Gigerenzer, and R. Hertwig (2006) contended that their priority heuristic, a type of lexicographic semiorder model, is more accurate than cumulative prospect theory (CPT) or transfer of attention exchange (TAX) models in describing risky decisions. However, there are 4 problems with their argument. First, their heuristic is not…

Based on their experience of direct work with 16 principals in a midwest state in the USA, collaborative work with the state department of education and the major state-level professional associations and universities in the same state, and other state-level initiatives across the USA, the authors discuss eight critical issues concerning…

This discussion of the principal structures and factors that modify data in the decision making process considers individual-environmental structures in terms of their influences on data, as well as such factors as personality, cultural antecedents, data complexity, data load, task demand, and the individual's congruency with both the environment…

The concerns about the use of a modified scree test in analyzing data from Delphi surveys may not be important if the scree test data are weighted. Factors important to the study can be incorporated into the test, and the ordinate on the graph can be labeled accordingly. (SLD)

A self-assessment which allows the reader to measure his/her leadership style, the Leader Adaptability and Style Inventory (LASI) consists of hypothetical situations and multiple alternative actions from which to choose. Four basic leader behavior styles are listed and explained. (CT)

The information needed for informed decision making and planning by institutions of higher education can be made available through the establishment of carefully constructed databases. This handbook outlines the characteristics of databases, the needs databases meet, the key factors around which they must be organized, the advantages they offer,…

Changes in views of personnel selection research include changing opinions about choosing predictors and criteria, methods of data collection, and methods of evaluating selection procedures. Distinctions are made between job-relatedness, inferred from validity coefficients based on job-related criteria, and the valid measurement of a trait,…

Price (cost) analysis provides the library manager with valuable data for decision making and developing marketing strategies. This article examines program budget, cost-finding methodologies that influence demand, the impact of technology, and budget presentation. (Author/AEF)

Clinical applications of statistical process control (SPC) in human service organizations are considered. SPC is seen as providing a standard set of criteria that serves as a common interface for data-based decision making, which may bring decision making under the control of established contingencies rather than the immediate contingencies of…

Data and information needs of college administrators are discussed, along with the uses of information to support decisionmaking. Difficulties in applying information technology to the administration of higher education are briefly reviewed. Data and information are discussed both in definitional and functional terms. Data are defined as either…