The Data Culture Framework is a high-level guide designed for institutional leaders who want to create and sustain an effective data culture on campus. The Framework offers a set of practices designed to help institutions of higher education create and maintain an effective data-informed community among institutional leaders, faculty, and staff.

E-learning environments can store huge amounts of data on the interaction of learners with the content, assessment and discussion. Yet, after the identification of meaningful patterns or learning behaviour in the data, it is necessary to use these patterns to improve learning environments. It is notable that designs to benefit from these patterns…

Using data for decision-making is critical for schoolwide leadership teams and has been shown to enhance both social and academic outcomes for students (Faria et al., 2017). Using data effectively, however, requires that teams have a clear vision about the type of data, format of data presentation, and process for using data. To avoid expending…

Creating a positive classroom learning environment is a complex but necessary task for all educators. By fully realizing the seven keys the author highlights, teachers can establish clearer expectations, enhance instruction and assessment practices, and foster quality relationships with students, thereby maximizing the potential of all students.…

This article reviews the accuracy and relevance of the national monitoring mechanisms currently used to establish national learning and teaching material (LTM) availability indicators. In many countries, only very basic LTM monitoring requirements are provided. These are not updated regularly and are usually not designed specificially to support…

Student learning and development are a function of both individual and systemic factors. Individual factors include students' motivation as well as their intellectual and social abilities. Systemic factors include teacher quality, administrative leadership, community engagement, and learning environments. The increasing numbers of children living…

Purpose: Little is known about health-related advertising on university environments. Given the power of advertising and its potential effect on health behaviors, the purpose of this paper is to assess the health-related advertisement environment and policies on university campuses. Design/methodology/approach: In total, ten geographically and…

Educators lack the data necessary to pinpoint concerns and successes in schools. A focus on collecting student achievement data in the past ten years has increased the amount of information school districts have, but these data are insufficient. Successful organizations use extensive data analysis to guide decisions, but few K-12 districts have…

This paper focuses on the way a multi-criteria decision making methodology is applied in the case of agent-based selection of offered learning objects. The problem of selection is modeled as a decision making one, with the decision variables being the learner model and the learning objects' educational description. In this way, selection of…

The organizational structure of this manual parallels the evolutionary stages in school improvement--needs assessment, planning, implementation, and outcomes. The manual provides procedures for data-based management and includes within each section, sample instruments, data collection and analyses procedures, and questions for decision-making. The…

Current thinking and research on the nature of formative evaluation of replicable forms of instruction are summarized. Methodologies appropriate for other evaluation roles (e.g. summative) are shown to be often inappropriate for the formative role. This paper attempts to classify sources of information concerning the merit of educational materials…

The introduction to this anthology reports a study designed to develop a systematic procedure for gathering information from actual school settings about the impact of school organization, staffing, and administration on students--information to provide baseline data for decisionmakers. Included are description of methods and procedures, data…

Since the first edition of "Schools and Data", the No Child Left Behind Act has swept the country, and data-based decision making is no longer an option for educators. Today's educational climate makes it imperative for all schools to collect data and use statistical analysis to help create clear goals and recognize strategies for…

Use of multiple data sources for evaluation of faculty performance by the DeKalb County (Georgia) School System is described. Focus is on two evaluations, the administrator evaluation and the counselor evaluation; the former has been employed longer than any other component of the evaluation system, while the latter is scheduled for its second…

This guide, one of four, is a product of the Project on Social Architecture in Education, initiated to find out what it takes to develop a program and a working social system for a new school. The project began with interviews with school planners and consultants, then moved to the study of six new innovative public schools for a two-and-a-half…