Background: Personalized learning (PL), conceptualized as an education innovation that tailors learning to meet diverse student needs, has drawn increased attention from different fields of study, such as education, learning sciences, and computer science. Regardless, there is a lack of a comprehensive understanding of PL instructional designs…

In recent years, in the field of education, there has been a clear progressive trend toward precision education. As a rapidly evolving AI technique, machine learning is viewed as an important means to realize it. In this paper, we systematically review 40 empirical studies regarding machine-learning-based precision education. The results showed…

The purpose of this literature review is to explore the nature of differentiated instruction in education. Through the duration of the graduate course Interpreting Educational Research, I extensively researched the topic of differentiated instruction. My belief is that differentiated instruction is an expected approach to teaching and learning,…

Executive function (EF) skills are the attention-regulation skills that make it possible to sustain attention, keep goals and information in mind, refrain from responding immediately, resist distraction, tolerate frustration, consider the consequences of different behaviors, reflect on past experiences, and plan for the future. As EF research…

Describes formal and informal techniques used to evaluate young children's cognitive style for the purpose of individualizing instruction. Topics include controlled laboratory procedures, paper and pencil tests, classroom assessments, and individualization in educational programs. (RJC)

The paper provides an overview of issues concerned with individual student differences including disabilities. Such issues concern: philosophical dilemmas in individualization, needed changes in methods instruction, effective inservice training and individualization, and state and university partnerships. (DB)

Some of the problems in research on aptitude treatment interactions (ATIs), are discussed. Among these problems are the inconsistency and lack of generality to many ATI findings, especially in classroom-based ATI investigations. It is suggested that such investigations may be of limited generality due to the nature of the phenomena. The importance…

Discusses the problems involved in matching differences between learners and differences between different types of media to improve the learning process. Thirty-eight references are cited. (CHC)

Much is being written about children's learning styles and using computers to accommodate student variability. Although the computer can support instruction for various learning styles, its use in the classroom should be in the best interests of all children, each of whom may be affected by physical, emotional, sociological, and environmental…

Discusses the fact that teachers determine how instructional control is granted, to whom, and under what conditions, and describes three areas providing different perspectives on this subject: expressed preferences for instructional methods, learner selection of events within an instructional sequence, and relationship of specific individual…

Some students do not "take to" computers as a learning tool. Reasons for this include inappropriate software; use of the same software for all students rather than accommodation of different interests, needs, and learning styles; and various handicaps (both physical and mental). For example, many students prefer a holistic approach;…

A brief history of the philosophy and development of diagnostic-prescriptive teaching for the child with learning problems is presented. Individual differences in children are identified in the following six major areas: (1) pattern of growth, maturity level, health and energy, physical handicaps and limitations; (2) love relationships with family…

This paper examines the importance of culturally-specific learning styles within the context of the Kentucky Education Reform Act of 1990. The Act posits that all students can learn, that students learn differently, and that students learn better when they are taught utilizing their preferred learning modalities. A review of the literature…

The document examines aspects of human diversity and their implications for educational research, design, and management. The objective is to foster and create more effective and equal education by better understanding the relationship between personal attributes and educational environment. The material is presented in 15 chapters. Chapter I…