Fuzzy sets have experienced multiple expansions since their conception to enhance their capacity to convey complex information. Intuitionistic fuzzy sets, image fuzzy sets, q-rung orthopair fuzzy sets, and neutrosophic sets are a few of these extensions. Researchers and academics have acquired a lot of information about their theories and methods…

Aim/Purpose: The purpose of this paper is to address the challenges posed by disinformation in an educational context. The paper aims to review existing information assessment techniques, highlight their limitations, and propose a conceptual design for a multimodal, explainable information assessment system for higher education. The ultimate goal…

In educational contexts where many domains subject to improvement are interdependent and causal evidence is frequently lacking it is difficult, if not impossible, for policymakers and educational practitioners to decide which domain should be invested in. This paper proposes a new method that uses Conditional Mean Independent Correlations (CMIC)…

Education systems are increasingly creating rich, longitudinal data sets with frequent, and even real-time, data updates of many student measures, including daily attendance, homework submissions, and exam scores. These data sets provide an opportunity for district and school staff members to move beyond an indicators-based approach and instead…

The vital role of principalship in improving schools in general and enhancing student achievement in particular has been well documented. Given its importance, there is a need for tools to improve principalship, particularly ones emphasizing those dimensions associated with student achievement. Given the accountability movement, with its…

Primary research in education and social sciences is marked by a diversity of methods and perspectives. How can we accommodate and reflect such diversity at the level of synthesizing research? What are the critical methodological decisions in the process of a research synthesis, and how do these decisions open up certain possibilities, while…

This report describes how big data and an evidence framework can align across five contexts of educational improvement. It explains that before working with big data, there is an important prerequisite: the proposed innovation should align with deeper learning objectives and should incorporate sound learning sciences principles. New curriculum…

This bestselling work provides practitioners with a complete guide to implementing response to intervention (RTI) in schools. The authors are leading experts who explain the main components of RTI--high-quality instruction, frequent assessment, and data-based decision making--and show how to use it to foster positive academic and behavioral…

This article highlights several issues related to the collection of post-release outcome data in the evaluation of correctional education programs and identifies the strengths and weaknesses of the different methods of collecting data related to recidivism, employment/earnings, and further education/training. The use of traditional follow-up in…

This investigation employed an in-basket simulation to assess the effect of provisional analysis on the use of evaluation data by program administrators in making program decisions. Sixty-five volunteers from graduate education courses and 52 volunteers from undergraduate educational psychology classes at Western Kentucky University were randomly…

This paper examines possible explanations for the fact that evaluation results are rarely used. Most explanatory factors for use of results in decision making mentioned in the literature have been clustered in three categories of variables. They concern: (1) the making of decisions about the practical problem; (2) the way in which evaluation is…

Several contextual factors were investigated related to the information needs of educational administrators. In a survey of 119 administrators, the following issues were studied: (1) varying preferences for different information sources; (2) the effects on preferences for information sources of different decision or program development tasks; (3)…

Analysis of teacher evaluation instruments from 65 New Mexico school districts, concurring with nationwide studies, suggests that teacher evaluation is meant more as a tool for administrative decisions than for improving teaching. (JW)

The search for and generation of causal explanations required by the task of explaining an initial impression, appear to be sufficient to raise the subjective likelihood of the event explained and to result in the persistence of the initial impression. Generating supporting and counter arguments with respect to the event does not result in an…

The research described in this paper was designed to assess how evaluative data were used in instructional decision making in the Portland (Oregon) Public Schools. Using the Level of Use of an Innovation (LoU) interview, a component of the Concerns-Based Adoption Model (CBAM), along with data from the Portland Achievement Levels Test (PALT), the…