A Reconsideration of Cognitive Load Theory

Cognitive load theory has been very influential in educational psychology during the last decade in providing guidelines for instructional design. Whereas numerous empirical studies have used it as a theoretical framework, a closer analysis reveals some fundamental conceptual problems within the theory. Various generalizations of empirical findings become questionable because the theory allows different and contradicting possibilities to explain some empirical results. The article investigates these theoretical problems by analyzing the conceptual distinctions between different kinds of cognitive load. It emphasizes that reduction of cognitive load can sometimes impair learning rather than enhancing it. Cognitive load theory is reconsidered both from the perspective of Vygotski’s concept of the zone of proximal development and from the perspective of research on implicit learning. Task performance and learning are considered as related, but nevertheless fundamentally different processes. Conclusions are drawn for the further development of the theory as well as for empirical research and instructional practice.

More than a conversation: using cogenerative dialogues in the professional development of high school chemistry teachers

This paper focuses on content-based and pedagogical instructors’ use of cogenerative dialogues to improve instructional practice and to evaluate program effectiveness in a professional development program for high school chemistry teachers. We share our research findings from using cogenerative dialogues as an evaluative tool for general assessment of various program-related issues. We discuss how engaging students in cogenerative dialogues improved teaching and learning in chemistry and chemistry education courses. This research provides insights and direction for improving content-based professional development programs for science teachers and the learning experiences of high school science students. Cogenerative dialogue has the potential to expand evaluation methodologies that will position participants more centrally in not only the collection of data, but also the analysis of these data to catalyze transformative practices in educational programs.

Bringing the Classroom to the Web: Effects of Using New Technologies to Capture and Deliver Lectures

Technology expands instructional options for faculty, and this study examines the differential learning effects of offering a lecture on physics to students in a traditional classroom versus internet video formats. Based on an experiment conducted in a natural educational context, results indicate enhanced transfer of lecture information in the video formats relative to the live condition, with students also responding more positively to personalized video presentation.

Technology-Enhanced Formative Assessment: A Research-Based Pedagogy for Teaching Science with Classroom Response Technology

Classroom response systems (CRSs) are a promising instructional technology, but most literature on CRS use fails to distinguish between technology and pedagogy, to define and justify a pedagogical perspective, or to discriminate between pedagogies. Technology-enhanced formative assessment (TEFA) is our pedagogy for CRS-based science instruction, informed by experience and by several traditions of educational research. In TEFA, four principles enjoin the practice of question-driven instruction, dialogical discourse, formative assessment, and meta-level communication. These are enacted via the question cycle, an iterative pattern of CRS-based questioning that can serve multiple instructional needs. TEFA should improve CRS use and help teachers “bridge the gap” between educational research findings and practical, flexible classroom strategies for science instruction.

Cognitive Aging and Computer-Based Instructional Design: Where Do We Go From Here?

In this article, themost relevant literature on cognitive aging and instructional design is merged to formulate recommendations for designing computer-based training material aimed at elderly learners. The core message is that researchers and instructional designers do not need to develop special computerized instruction for older adults. Rather, existing principles of general instructional and multimedia design can be evaluated and used to accommodate the needs of elderly learners. Particular attention is given to John Sweller’s Cognitive Load Theory (CLT) and Richard Mayer’s Cognitive Theory of Multimedia Learning (CTML). It is argued that these instructional theories bear important benefits for older learners because they support an efficient use of available cognitive resources. New research directions are suggested to test the implications of these theories for learning in old age.

Designing Blended Inquiry Learning in a Laboratory Context: A Study of Incorporating Hands-On and Virtual Laboratories

This article reports on the development of a methodology that integrates virtual and hands-on inquiry in a freshman introductory biology course. Using a two time × two order-condition design, an effective combination (blend) of the two environments was evaluated with 39 freshman biology participants. The quantitative results documented no significant effect of presentation order but demonstrated a significant effect of the combined learning experience. The qualitative results showed a strong preference by students for the virtual work preceding the hands-on laboratory. The study provides practitioners an effective alternative to traditional instructional practices by combining virtual and hands-on inquiry learning.

Sustaining continued acceleration in reading comprehension achievement following an intervention

Schooling improvement initiatives have demonstrated that moderate but significant achievement gains are possible with well designed interventions, but there is little research into whether these gains can be sustained. The present study examines the extent to which acceleration in achievement made during a three-year literacy intervention and the associated school-based practices were continued. Statistical modelling showed continued acceleration in student achievement (four months in addition to expected progress) at a rate similar to the intervention. The school-based practices associated with sustainability were part of a process of change (rather than a specific instructional programme) comprising two dimensions — organisational learning through ongoing inquiry into solving problems arising from teaching and learning and the development of professional learning communities to promote organisational learning. Effectiveness was enhanced by schools embedding the process into their normal school routines as part of a coherent instructional programme and the availability of expertise.

Reliability and agreement of student ratings of the classroom environment: A reanalysis of TIMSS data

In educational research, characteristics of the learning environment are generally assessed by asking students to evaluate features of their lessons. The student ratings produced by this simple and efficient research strategy can be analysed from two different perspectives. At the individual level, they represent the individual student’s perception of the learning environment. Scores aggregated to the classroom level reflect perceptions of the shared learning environment, corrected for individual idiosyncrasies. This second approach is often pursued in studies on teaching quality and effectiveness, where student-level ratings are aggregated to the class level to obtain general information about the learning environment. Although this strategy is widely applied in educational research, neither the reliability of aggregated student ratings nor the within-group agreement between the students in a class has been subject to much investigation. The present study introduces and discusses different procedures that have been proposed in the field of organisational psychology to assess the reliability and agreement of students’ ratings of their instruction. The application of the proposed indexes is demonstrated by a reanalysis of student ratings of mathematics instruction obtained in the Third International Mathematics and Science Study (N = 2,064 students in 100 classes).

Racializing educational change: Melting pot and mosaic influences on educational policy and practice

This article racializes educational change by examining literature on the history of educational approaches to diversity in the United States and Ontario, Canada to demonstrate how their respective national myths for engaging with diversity—the melting pot and mosaic—have impacted their educational policies and practices over three definable eras of educational change. The educational policies and practices of the two countries are evaluated in relation to four significant and—within the existing literature—widely used political and educational strategies for responding to racial and ethnocultural diversity in schools. The paper cautions that the current era of curriculum standardization and high stakes assessments that reflects a melting pot approach to education reinstitutes and reinforces an inequitable vertical mosaic structure of schooling experiences and outcomes for diverse student populations. It urges policy makers to consider how the current movement toward post-standardization, which reflects a mosaic approach, is presently influencing educational policy and practice in international contexts and achieving more just and effective learning outcomes for diverse student groups.

Lessons Learned: Findings from MIT Initiatives in Educational Technology (2000–2005)

Since 1999, MIT has undertaken an extensive effort in creating and implementing educational technology. Broadly speaking, there have been two kinds of efforts: developing web-based services for higher education and creating educational technology applications for use in the classroom. This article reviews a group of projects that produced educational technology applications for use in the classroom or for classroom-based activities and were assessed by educational researchers in the Teaching and Learning Laboratory (TLL). From those in depth studies, as well as less extensive involvement with a half dozen more initiatives, we draw three major findings on the role and impact of educational technologies as they were developed and used at MIT over 6 years: (1) the most successful educational technologies meet a specific instructional need that has been unmet or poorly met by traditional media; (2) too much technology or technology that does not work well can be detrimental; and (3) there are important relationships between the technologies and the learning environments in which they operate.

Conceptual change: a discussion of theoretical, methodological and practical challenges for science education

Conceptual change views of teaching and learning processes in science, and also in various other content domains, have played a significant role in research on teaching and learning as well as in instructional design since the late 1970s. An important issue is whether conceptual change can provide a powerful framework for improving instructional practice in such a way that students’ levels of scientific literacy are significantly increased. In this article, the first section provides an overview on the development of conceptual change perspectives. In sections two to six, we examine the different ways that researchers have facilitated the collection of data and empirically evaluated learning as conceptual change based on these different theoretical perspectives. In section seven, we identify key issues of conceptual change with a deliberate emphasis on their contribution to improve instructional practice and conclude the article by posing challenges at theoretical, methodological and practical levels. We contend that conceptual change perspectives still have the potential to significantly improve instructional practice. However, it becomes also evident that actual practice is far from what conceptual change perspectives propose and that change of this practice will be a rather difficult and long-lasting process.

Technology I, II, and III: criteria for understanding and improving the practice of instructional technology

In this paper we describe the criteria of Technology I, II, and III, which some instructional theorists have proposed to describe the differences between a formulaic and a reflective approach to solving educational problems. In a recent study, we applied these criteria to find evidence of a technological gravity that pulls practitioners away from reflective practices into a more reductive approach. We compared published reports of an innovative instructional theory, problem-based learning, to the goals of the theory as it was originally defined. We found three reasons for technological gravity, as well as three approaches some practitioners have used to avoid this gravity. We recommend that instructional technologists adopt our three approaches, as well as the criteria of Technology III, so they may better develop instruction of a quality consistent with the innovative instructional principles they claim, and that best characterizes the goals they have for their practice.

Understanding educational transfer: theoretical perspectives and conceptual frameworks

Educational transfer is an important and growing body of literature in the field of comparative education. Work from the last decade has focused on the stages of the borrowing cycle, and the context, causes and rationales for education borrowing. This recent work has contributed to earlier research on the role of multilateral organizations in education development and transfer. Rather than reviewing in comprehensive detail the substance, agents or mechanisms of educational transfer, this paper provides an overview of the field’s main theoretical lenses and conceptual frameworks, focusing on the stages, processes and forms of educational transfer. Throughout the paper we link related literature from disciplines other than education to account for education policy changes. The paper concludes with a discussion of future lines of research on educational transfer.

Improving mathematics instruction through lesson study: a theoretical model and North American case

This article presents a theoretical model of lesson study, an approach to instructional improvement that originated in Japan. The theoretical model includes four lesson study features (investigation, planning, research lesson, and reflection) and three pathways through which lesson study improves instruction: changes in teachers’ knowledge and beliefs; changes in professional community; and changes in teaching–learning resources. The model thus suggests that development of teachers’ knowledge and professional community (not just improved lesson plans) are instructional improvement mechanisms within lesson study. The theoretical model is used to examine the “auditable trail” of data from a North American lesson study case, yielding evidence that the lesson study work affected each of the three pathways. We argue that the case provides an “existence proof” of the potential effectiveness of lesson study outside Japan. Limitations of the case are discussed, including (1) the nature of data available from the “auditable trail” and (2) generalizability to other lesson study efforts.

Mexican-American Students’ Perceptions of Teachers’ Expectations: Do Perceptions Differ Depending on Student Achievement Levels?

This exploratory study examines the learning beliefs of high and low achieving, low-income Mexican-American students. Semi-structured interviews were conducted with 11 ninth grade students. The qualitative analysis shows that students’ perceptions of their teachers’ expectations of a “good” student or a “not so good” student did not differ along achievement lines. However, the students’ perceptions about what it means to be a good student differentiated the low-achievers from the high-achievers. This study’s findings may be used to inform educators about Mexican-American students’ orientation towards school and learning, in hopes for creating more equitable educational settings where all students achieve to their fullest potential.

Adaptation of instructional materials: a commentary on the research on adaptations of Who Polluted the Potomac

This commentary first summarizes and discusses the analysis of the two translation processes described in the Oliveira, Colak, and Akerson article and the inferences these researchers make based on their research. In the second part of the commentary, we describe procedures and criteria used in adapting tests into different languages and how they may apply to adaptation of instructional materials. The authors provide a good theoretical analysis of what took place in two translation instances and make an important contribution by taking the first step in providing a systematic discussion of adaptation of instructional materials. Our discussion proposes procedures for adapting instructional materials for examining equivalence of source and target versions of adapted instructional materials. We highlight that many of the procedures and criteria used in examining comparability of educational tests is missing in this emerging research of area.

Supporting Teachers’ Use of Technology in Science Instruction Through Professional Development: A Literature Review

Professional development is critical in supporting teachers’ use of technological tools in classrooms. This review of empirical research synthesizes the effective elements of professional development programs that support science teachers in learning about technology integration. Studies are examined that explore how professional development supports technology use within inquiry-based and traditional science instruction. Implications for future research are discussed in four areas: understanding and building on teachers’ beliefs about science and technology; supporting teacher learning by supporting teachers’ examination of students’ work; using technology to support teacher communities and social networks; and sustaining teachers’ learning beyond formal professional development programs.

Evaluating online learning communities

This article reviews recent evaluation studies of online learning communities to provide a systematic understanding of how such communities are evaluated. Forty-two representative studies were selected and categorized into a newly developed taxonomy of online learning community evaluations. This taxonomy is divided into four components: evaluation purpose, evaluation approach, measures for evaluation, and evaluation techniques. The findings suggest that it is inappropriate to conceptualize evaluation of such communities as a one-size-fits-all, generalizable measure of “good” or “bad.” Instead, we recommend a comprehensive, on-going, diagnostic approach to measuring clusters of indicators, or syndromes, of a particular OLC and examining the causal relation assumed by the evaluators between what is measured and the success of OLC as an imputed outcome.

Authentic science experiences as a vehicle for assessing orientation towards science and science careers relative to identity and agency: a response to “learning from the path followed by Brad”

This response draws from the literature on adaptive learning, traditional ecological knowledge, and social–ecological systems to show that Brad’s choice is not a simple decision between traditional ecological knowledge and authentic science. This perspective recognizes knowledge systems as dynamic, cultural and historical activities characterized by diverse worldviews and ways of constructing and legitimizing knowledge. Brad’s decision is seen as an example of adaptive learning, identity development and personal/collective agency oriented to increasing tribal influence in resource management decisions and policies. I will conclude that science literacy for all is not served by a transcendent, universal, Western modern view of science.

Focusing on the Complexity of Emotion Issues in Academic Learning: A Dynamical Component Systems Approach

Understanding the interrelations among students’ cognitive, emotional, motivational, and volitional processes is an emergening focus in educational psychology. A dynamical, component systems theory of emotions is presented as a promising framework to further unravel these complex interrelations. This framework considers emotions to be a process that is composed of cognitive, neurophysiological, motor expression, and motivational processes—as well as feelings—that mutually regulate each other over time and within a particular context. This comprehensive view of emotions provides a more complete understanding of the social and dynamical nature of emotions and the integration of emotions within learning processes. Using a dynamical, component systems view of emotional processes, interrelated with learning processes, involves a shift in research methodologies and instruments to adequately investigate the role(s) of emotions within learning contexts. But more importantly, it may provide a powerful framework that can clearly show teachers and parents the role(s) that emotions play in students’ acquisition of knowledge and skills.