Implicit rewards in the classroom

Although well established in a range of situations, the application of operant methodologies to typical classrooms is often difficult for teachers because of logistic considerations which may lead to a subgroup of a class being rewarded, with peers showing performance decrement. This paper reviews the use of “vicarious” and “implicit” rewards in both special and normal classrooms, critically examining previous literature and concluding that several key issues are open to speculation. A series of four further studies which were designed to investigate some of these issues and overcome some of the design and methodology flaws of previous research are reported, with several important distinctions being drawn between “vicarious reinforcement” effects and outcomes from “implicit reward” situations. Criterion variables are discussed, with several key findings suggesting that the concept of vicarious reinforcement as based upon the general literature is simplistic and inaccurate. Suggestions are made for the successful use of “implicit reward” procedures in the classroom.     

Balancing varied assessment functions to attain systemic validity: Three is the magic number

Accountability-oriented reforms demand immediate and continual gains on achievement test, for all students, and without diminishing other outcomes or undermining instruction. This paper describes a framework for aligning classroom assessment and external testing with the aim of negotiating these seemingly contradictory goals. The framework varies the sensitivity to instruction and the representations of knowledge across approaches to assessment. Cycles of design- based studies successively refine relationships between a curriculum and the frame that each assessment provides. Doing so, we argue, leverages the unique formative and summative balance across assessments in order to scaffold learning and demonstrate the “consequential” validity of our strategy without compromising curricula, instruction, or the “evidential” validity that warrants their continued use.     

Enhancing transfer of learning through post-course reflection

This article investigates how a structured post-course follow-up reflection activity affects the depth of reflection and facilitates the transfer of learning. The research is reflective, based on the findings from the Action Learning Management Practicum, a 3^rd year paper at Massey University, New Zealand. The initial reflections at the end of the course generally went no deeper than students “noticing”, or “making sense” of the experiences. With the benefit of distance and time away from the course, the students' reflection was deep and insightful. The findings suggest that the post-course reflection activity enables participants to “make meaning” from their experiences with the benefit of time and distance from the initial post-course reflection, thus enhancing the transfer of learning. The article argues for an extension and adaptation to Kolb's “Experiential Learning Cycle” model in relation to the time of reflection based on the empirical evidence provided.     

Effects of Animations in Learning—A Cognitive Fit Perspective1

Information technology (IT) artifacts such as animations are increasingly used in educational institutions. Researchers caution that, if we are to derive benefits from animations and other such IT artifacts, we must understand how to use it optimally. In this study, we look at the effects of animations in supporting learning processes. IT‐enabled animations dynamically depict changes in events and are used in the classroom as external representations to elaborate on the knowledge content transferred in the classroom. Research in related disciplines has investigated the effects of using these animations on student learning outcomes and has reported conflicting results. We propose that the theory of cognitive fit in information systems could reconcile these conflicting findings and offer some insight into how these animations might be used most beneficially. We conduct laboratory‐based experiments to test our ideas. Our findings indicate that these representations are superior to text‐based representations and reduce students' cognitive load only in learning tasks where animations have a good cognitive fit. We discuss the implications of our findings for the use of animations and other external representations in the classroom and for future research on the role of Technology Mediated Learning.     

The role of the ‘technical fix’ in UK lifelong education policy

The integral place of information and communications technology (ICT) in UK lifelong education has been established by a series of technology-based initiatives introduced by the New Labour government since 1997. Initiatives such as the University for Industry, learndirect, People's Network and National Grid for Learning are being implemented as part of a coherent lifelong education policy-agenda fundamentally based upon the use of ICT. Yet, beneath the political enthusiasm for technology-based education, the role of ICT in lifelong learning remains largely unexamined and unproblematized, with many policy-makers and educationalists content to view technology as providing a ‘technical fix’ for many of education's problems. From this background, the present paper provides a critical perspective on the technological foundations of the UK government's lifelong education agenda. In particular, it examines the nature and form of the policies that have been introduced and then contrasts them with the rhetorical claims that are being made by government and other official actors. In this way the paper discusses how such policies continue to be shaped within a restrictive technocratic and determinist discourse of the ‘technical fix’, thus conforming to traditional narratives of society and technology. The paper then goes on to explore how such construction juxtaposes social and economic elements of the policy-drive and threatens, ultimately, to restrict the eventual educational effectiveness of these ‘new’ lifelong learning initiatives.     

Color research and its application to the design of instructional materials

This paper is divided into three major sections: Color as Seen—Physiological; Color as Seen—Psychological; and Color and Learning. The first section deals with color adaptations and the effects of color on acuity and relates these to the design of instructional materials. The second section covers color meanings and preferences, as well as color harmony and the relationships of these factors to the design of instructional materials. The third section provides an overview of research on color and learning. It includes the effects of color on attention, search tasks, other objective and non-objective measures of learning, and the use of color for cathode ray tube (CRT) displays. Although the measurable effects of color may be slight, colored materials are preferred and they are used almost universally. Therefore, designers of instructional materials need to use color wisely by paying attention to the physiological and psychological effects of color and the effect of color on learning.     

Attention to semantic versus phonetic verbal attributes as a function of individual differences in arousal and learning strategy

It has been argued that deep processing of semantic information helps students to learn faster and perform better on classroom tests. Using paired associates tasks, it has been found that high arousal subjects make more errors when the response terms are phonetically similar. Subjects low on arousal make more errors when response words are semantically similar. If the encodings of semantic features are assumed to be “deeper” and more durable than the encodings of “shallow,” phonetic features, then studies have suggested that anxious students process shallowly and are thus at a disadvantage when learning information. The present study treats deep processing as a learning style and used the Synthesis—Analysis scale of the Inventory of Learning Processes to assess it. It is hypothesized that arousal would be negatively related to the learning style of deep processing. It is also hypothesized that the interaction obtained in earlier studies, i.e., greater susceptibility to semantic interference with low arousal and phonetic interference with high arousal, would occur only when Synthesis—Analysis scores are low. It is assumed that the habitual use of a deep processing strategy by students high on Synthesis—Analysis could counteract the limiting effect of arousal on cue utilization. The study provides support for both hypotheses.     

Evaluating the Usability of a Professional Modeling Tool Repurposed for Middle School Learning

This paper reports the results of a three-stage usability test of a modeling tool designed to support learners’ deep understanding of the impacts of climate change on ecosystems. The design process involved repurposing an existing modeling technology used by professional scientists into a learning tool specifically designed for middle school students. To evaluate usability, we analyzed students’ task performance and task completion time as they worked on an activity with the repurposed modeling technology. In stage 1, we conducted remote testing of an early modeling prototype with urban middle school students (n = 84). In stages 2 and 3, we used screencasting software to record students’ mouse and keyboard movements during collaborative think-alouds (n = 22) and conducted a qualitative analysis of their peer discussions. Taken together, the study findings revealed two kinds of usability issues that interfered with students’ productive use of the tool: issues related to the use of data and information, and issues related to the use of the modeling technology. The study findings resulted in design improvements that led to stronger usability outcomes and higher task performance among students. In this paper, we describe our methods for usability testing, our research findings, and our design solutions for supporting students’ use of the modeling technology and use of data. The paper concludes with implications for the design and study of modeling technologies for science learning.     

New Technology and Learning: Policy and Practice in the UK, 1980–2010

A previous version of this paper was first presented in October 1998 as an inaugural professorial lecture at the University of Huddersfield. It focuses mainly upon issues related to policy and practice in schools, with some cross-referencing to higher education. It is divided into three sections: the politicised nature of policy for new technology in education in the UK; key issues from the author's research on new technology and learning; and speculations on re-organising schooling with the help of new technology. The first section provides an analysis of the aspirations of politicians and how these shaped policy, as well as assessing the successes and weaknesses of policy implementation. The second section surveys the outcomes of a number of research studies, carried out over fifteen years, and from these identifies some generic findings about the impact of new technology on learning and ways of maximising its beneficial effects. The third section suggests an approach to re-structuring schooling to make best use of the lightweight, mobile, new technology tools, which are about to be widely available.     

Disentangling the effect of education on emergency department utilization

Since Grossman’s seminal paper in 1972, there have been a number of studies concerning the effect of education on health and health care demand. Though several studies have distinguished between preventive and curative care, no study has investigated the effects of general education on the utilization of unnecessary emergency department use. We test whether general education reduces “potentially unnecessary” emergency department utilization and provide a measure of the resulting private benefits associated with increased education. Our results partially confirm our hypothesis regarding “potentially unnecessary” emergency department use. We find that moving from a high school to greater than high school education appears to reduce “potentially unnecessary” emergency department use, with the impact being greater among the insured. However, though reducing the education level from high school to less than high school increases “potentially unnecessary” emergency department use among the insured as predicted, it has the opposite impact on the uninsured.     

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.

Fashioning curriculum reform as identity politics—Taiwan's dilemma of curriculum reform in new millennium

This paper explores indigenization and globalization, the double issue of curriculum and identity as a dialectical contradiction that characterizes the ambivalence of “Taiwanese identity.” “Taiwanese identity” is treated as a social, political, and cultural construct rather than a fixed term in an essentialist sense. Curriculum, as culture's medium of social identity construction, represents a struggle over who constructs whose identity and what is constructed. Therefore, when curriculum reform is called for, it is also a time when a society transitioning and redrawing its socio-political and cultural boundaries to resolve internal social conflicts and identity anxiety. Curriculum reform, in this paper, is analyzed not only as a question of shifting explicit ideas of educational practice but also a question of shifting configurations in power relations that signify a politics of identity.The historical context that brought about the question of identity in Taiwan is introduced first. The second section discusses how emerging curricula were politically, socially, and culturally implicated in the process of constructing a Taiwan-centric identity. The third section analyzes the political, social, cultural, and educational implications of new curricula on the formation of a Taiwan-centric identity. Finally, the paper discusses the effect of globalization on the practice of new curricula and points out an ambivalence of local–global identity construction and the conflicting roles of education, especially curriculum, in this ambivalence.     

Explorations of relationships among learners, tasks, and learning

Based on a critical re-analysis of cognitive load theory (CLT), Schnotz and Kürschner identified the need for research on more sensitive ways of assessing learner characteristics, both prior to and during instruction, in order to understand learning processes and outcomes. One emergent theme of the papers in this special issue is that the “same” learning environment is differentially demanding and produces different results depending on characteristics of the learners, most importantly their knowledge in the task domain. These findings indicate that to optimize learning outcomes, theories of instructional design and learning need to be more adaptive and reflect the nuances of interactions among learners, tasks, and instructional supports.     

A systems view of learning in education

As the sophistication of technology has increased, so has public demand for quality. This expectation of quality has occurred across a broad range of products and systems, including education. To meet the demand for quality, many products and systems (including educational ones) have become increasingly complex. Within education there are also other factors which have driven up levels of complexity. These factors include increased diversity in the student body, a greater emphasis on collaboration and the drive to replace simple “delivery models” of teaching. It is well known from other fields, though, that as systems become more complex, they become more vulnerable to failure. For this reason, a formalised methodology known as “systems engineering” is often applied in industry to the management of large systems. The author argues that the use of systems engineering concepts in education would be likely to reduce failure rates and improve quality. This is particularly so in large-scale complex learning systems. The paper also discusses some implications of trying to use systems engineering methodology in modern educational systems.     

The art and science of constructivist research in teacher thinking

There have been a number of studies on teacher thinking that have used Personal Construct Psychology theory and method. Many of these accounts have not fully articulated the procedures used. In this article we indicate a number of decisions that need to be addressed when using Repertory Grid techniques. We will argue that there is both an art and a science in the use of such techniques. Research on teacher thinking within a constructivist framework can be enhanced by the use of multi-method approaches. In this article we illustrate the use of Repertory Grid, “snake”, and the self-characterisation sketch as three methods we have used to help student teachers consider their views on teacher effectiveness.     

A selective analysis of empirical findings in networked learning research in higher education: Questing for coherence

In this paper, we have attempted two ambitious tasks. We have undertaken a wide-ranging survey of the Network learning (NL) literature, and tried to identify the emerging themes of this work. We have selected three of these themes, and in each case tried to identify the main theoretical perspectives in use, the main directions of the studies, and the key ideas being addressed and researched. We have also tried to indicate where the main research effort might be directed in order to help to ‘fill in the gaps’ and achieve some coherence for the theme. Our second major task has arisen from our assertion that the field of Networked Learning research is theoretically fragmented. We have argued that this situation arises because Networked Learning research is a new field, and is drawing upon a wide range of theoretical perspectives. However, unless we can achieve some synthesis of these perspectives we may find it difficult to establish a coherent research programme in the field. We argue that one way of developing some coherence is to make theory and praxis interact explicitly, in other words, to ‘converse’ with each other in our research. By this we mean, to use theory to interrogate praxis, and use praxis to modify and develop theory, thus moving towards perspectives that are changing theory, modifying and improving it. As part of this argument, we have briefly surveyed the current level of Theory–Praxis Conversation, either explicit, or implicit, in the thematic research we have described. It is clear that some outstanding work is being done to make theory work, and to modify it in the light of research into praxis. However, it is also the case that much current Networked Learning research does not interrogate the theory that it uses to contextualise it. We see Theory–Praxis Conversation as a way of thinking explicitly about how we might make the work of interrogating theory in our research more explicit and systematic. In this way, our ‘Quest for Coherence’ may, we hope, help Networked Learning research to climb up to the higher ground, and give us a wider ranging view of learning in networked environments.     

Socializing the knowledge transfer problem

A central issue in acquiring knowledge is its appropriate transfer beyond the contexts and contents of first acquisition. In contrast to dominant “common elements” transfer theory, an interpretive perspective is developed, according to which “appropriate transfer” is a concept socioculturally rather than objectively defined. “Elements” perceived by the thinker as common between the current and a prior situation are not given in the nature of things but “read” in terms of the thinker's culturally-influenced categorization system, of problem types. A synthesis of cognitive research findings identifies specific features of thinking-skills instruction effective for promoting transfer. These include learning about and practicing knowledge application in multiple contexts of use, constructively participating in bridging instruction across school and nonschool problem situations, thinking and self-management skills taught within domains, and synergistic integration of the learning of different subjects. Recommendations are made for developing new learning technologies that build upon these conditions for enhancing knowledge transfer.     

Developing a Heritage and ICT Project in 12 Irish Primary Schools

This paper outlines how a heritage and ICT project entitled ‘The Sligo Seashore Project’ was organised in twelve Irish primary schools from September 2001 to June 2003. The project was coordinated and supported by the ICT Advisor, Sligo Education Centre and the Heritage Officer, Sligo County Council. It was an extension of “Exploring the Field Fences of County Sligo”, a Schools Integration Project or SIP, one of the initiatives of the National Centre for Technology in Education (NCTE) in the Schools IT 2000 programme. The project sought to promote high levels of awareness and understanding of seashore heritage amongst the participants. It also gave them an opportunity to learn with and through ICT and in that way learn in a new and different way. The project was sponsored by a number of national and local organisations both public and private. The schools were situated on or close to the County Sligo coastline and were provided with resource material and computing equipment and received a number of supports including ICT training in digital media. The students studied the following areas: animals, habitats and plants, man and the sea and history of our coast. The students recorded their findings through essays, stories, written articles, artwork, crafts, puppets, models, photographs, maps and multimedia presentations. The second phase involved the collection and organisation of all the project material in preparation for the construction of a website, www.sligoseashore.com which developed a range of resources for teachers and students. The project was awarded first prize at the 2003 eSchola awards where the chair of the judging panel said it was “beautifully designed and perfectly integrated from a pedagogical point-of-view”. The project is ongoing.     

Developing new “Professionals”: Service learning in marketing as an opportunity to innovate in higher education

The European Higher Education Area (EHEA) promotes the use of student-centered participatory methodologies and the design of curricula focused on the acquisition of competences. The objective of this paper is to identify the categories of competence that contribute the most to achieving learning outcomes through the practice of Service Learning (SL) in the teaching of marketing. Using the categories described in the Tuning model, we design a model to analyze the relationships between perceived learning outcomes and competences. The main findings are: 1) there is no evidence of any relationship between perceived interpersonal and systemic competences and perceived learning outcomes, 2) there is a relationship between perceived instrumental competences and perceived learning outcomes and, 3) students do not perceive that achievement of learning outcomes is the cause of the grades they obtain. These findings have important theoretical and practical implications.     

“Bugs” built into the system:: How privileged representations influence mathematical reasoning across the lifespan

The initial foundations of human mathematical reasoning appear to be based on “naïve mathematics”—specific and persistent privileged mental representations that develop as a normal part of the human evolved phenotype. Based on the proposed existence of privileged representations in the conceptual domain of mathematics, this paper incorporates findings from early development, childhood mathematical reasoning, and adult statistical decision-making research. The utility of such a framework is demonstrated by analyzing how common errors in fraction and decimal use are explicable in terms of these systematic and reliably developing aspects of human mathematical reasoning. Additionally, the idea that privileged representations continue to exert some influence beyond early childhood holds implications for both research and practice in mathematics education.