Models of Learning and Motivation

A brief skim through educational theory intended for students registered on a single module in Technology Enhanced Learning. Startes with Blooms taxonomy, travles through instructivism and constructivism and on to theories of motivation/

State of the art of learning styles-based adaptive educational hypermedia systems (Ls-Baehss)

The notion that learning can be enhanced when a teaching approach matches a learner’s learning style has been widely accepted in classroom settings since the latter represents a predictor of student’s attitude and preferences. As such, the traditional approach of ‘one-size-fits-all’ as may be applied to teaching delivery in Educational Hypermedia Systems (EHSs) has to be changed with an approach that responds to users’ needs by exploiting their individual differences. However, establishing and implementing reliable approaches for matching the teaching delivery and modalities to learning styles still represents an innovation challenge which has to be tackled. In this paper, seventy six studies are objectively analysed for several goals. In order to reveal the value of integrating learning styles in EHSs, different perspectives in this context are discussed. Identifying the most effective learning style models as incorporated within AEHSs. Investigating the effectiveness of different approaches for modelling students’ individual learning traits is another goal of this study. Thus, the paper highlights a number of theoretical and technical issues of LS-BAEHSs to serve as a comprehensive guidance for researchers who interest in this area.

English language teaching and educational reform in Western China: a knowledge management perspective

This study examines the impact of a large-scale UK-based teacher development programme on innovation and change in English language education in Western China within a knowledge management (KM) framework. Questionnaire data were collected from 229 returnee teachers in 15 cohorts. Follow-up interviews and focus groups were conducted with former participants, middle and senior managers, and teachers who had not participated in the UK programme. The results showed evidence of knowledge creation and amplification at individual, group and inter-organizational levels. However, the present study also identified knowledge creation potential through the more effective organization of follow-up at the national level, particularly for the returnee teachers. It is argued that the KM framework might offer a promising alternative to existing models and metaphors of Continuing Professional Development (CPD).

Fictions for representing and generating semiotic consciousness: the crime story and educational inquiry

This essay appraises the work of fiction in representing and generating semiotic consciousness in education by examining three intertextual continuities between crime fiction and stories of educational inquiry. First, many reports of educational research resemble detective stories in their quests to determine the (or a) “truth” about something that is problematic or puzzling and this essay describes some of the ways in which the characteristic investigatory methods of fictional detectives resemble forms of educational inquiry. Second, the characteristic ways in which detective stories generate interpretations are compared with the textual strategies deployed in producing meanings and narratives in educational inquiry. Third, recent transformations of both detective fiction and educational inquiry are shown to be comparable — and intertextually linked — manifestations of cultural and semiotic shifts associated with postmodernity. I conclude by suggesting that authors of “anti-detective” crime fiction might provide more appropriate models of educational inquiry than do fictional detectives.

Flexible learning in teacher education: myths, muddles and models

While there has been widespread take-up of the concept 'flexible learning' within various educational environments—and equally frequent references to the flexible 'natures' of the computer and communication technologies that often underpin flexible learning initiatives—the relationship between technologies and flexibility is not a simple one. In this paper we examine some of the more persistent myths about technologies that are intertwined with discourses of flexibility. We highlight some of the more common 'muddles' that these myths can lead us in to and argue that the 'mess' that so often results from well-intentioned moves to 'be more flexible' is largely a result of the ways that CCTs, or indeed any new educational technology or strategy, is theorized. Drawing on a recent study of online teaching and learning in higher education, we outline a new framework for examining these and related issues as they apply to teacher education.

New models for learning flexibility: νegotiated choices for both academics and students

‘Flexible learning’ represents a need associated with ‘lifelong learning’ and the equipping of graduates to actively engage in a ‘knowledge society’. While the precise meaning of each of these terms is not easy to discern, notions of flexible learning have progressed an evolutionary path that concentrates on students as though they are the only stakeholder group in the higher education environment that would benefit from choice. Academic discourse also presumes that all cultural groups making up the increasingly diverse student population aspire to engage in student-centred learning as a precursor to involvement in a knowledge economy. In this environment academics have been encouraged to embrace online teaching and promote a more student-centred learning approach when the natural inclination and talent of many academics may make this style of pedagogy so challenging that learning outcomes are compromised. We question this ‘one size fits all’ mentality and suggest a model that empowers both the students and academics by allowing them the ability to choose the approach that suits their educational philosophy and preferred learning/teaching approach. The model represents an innovation in flexibility that recognises initial embedded learning foundation abilities and reaches both teachers and learners by utilising their own frames of reference.

New educational service products : tertiary EC/EB education - the Asia-Pacific region

Electronic Commerce (EC) / Electronic Business (EB) has been (and is expected to continue to be) a dynamic, rapidly evolving area of technology, requiring skilled people with up-to-date knowledge and skills. The global community has required (and still requires) tertiary academic programs to prepare and train these people quickly. In the late nineties, following a tidal wave of tertiary EC program development in the United States, new tertiary programs began to appear in the Asia-Pacific (AP) region to satisfy this need, over a very short period of time. This research project aims to examine whether the development and effectiveness of tertiary EC/EB educational programs can be enhanced through employing a particular marketing paradigm. Four regions - Australia, New Zealand, Hong Kong SAR and the Republic of Singapore — were selected from the AP region, for this study. Based on a review of marketing literature, an inductive approach is adopted to build a model for new educational service product offerings. I also provide a description and comprehensive analysis of EC/EB education, and explore the model empirically, examining how it applies to the way EC education programs have been developed, to date. Essentially, this project consists of two major activities: theory building and theory testing – and is divided into three parts. Part 1: Preliminary study – literature review for theory building. This section of the thesis provides a literature review of the domains of curriculum development, EC/EB program development and management, EC/EB component models and new service product development. Part 2 : Understanding the marketplace – quantitative analysis. This section comprises five major surveys which provide an understanding of EC/EB education. Part 3 : In-depth analysis – qualitative research for theory testing. This section discusses the results of the multiple case studies of EC/EB degree programs undertaken over a five year period. The results of this project highlight both theoretical and practical aspects of the topic. In terms of the theoretical aspect, I provide a contribution to existing theory concerning the planning and development of new tertiary education programs. Research into academic course development in the past has tended to assume that all program development is pedagogically based and influenced. There is an assumption that people only develop academic programs and academic courses for pedagogic reasons. What this research project has done is to suggest that there are, in fact, many possible reasons for developing new programs and that, although these reasons might be pedagogic in nature, they can also be industry-focased, and market-oriented in the following ways: -the university is shaping the way it is perceived by the public – that is, the market; -the university is highlighting where its expertise lies. This led me to a form of new service product development consistent with the new image of the university. There is a clear need for diverse models for program development which accommodate the dynamic roles of modern universities. My research project develops such a model based on conditions in the Asia-Pacific region, and discusses findings arising from the overall project, which can be used to improve new educational program offerings in future, in both the Asia-Pacific and, I suggest, in other regions. This potential use of my findings highlights the practical contribution made by the research Project.

Investing in intelligence : an inquiry into educational paradigm change

In this philosophical and practical-critical inquiry, I address two significant and closely related problems - whether and how those involved in the enterprise of education conceptualise a need for educational change, and the observed resistance of school cultures to change efforts. I address the apparent lack of a clear, coherent and viable theory of learning, agency and change, capable of making explicit the need, substantive nature and means of educational change. Based on a meta-analysis of numerous theories and perspectives on human knowing, learning, intelligence, agency and change, I synthesise a 'Dynamic Paradigm of Learning and Change', characterised by fifteen Constructs. I argue that this more viable Paradigm is capable of informing both design and critique of systemic curriculum and assessment policies, school organisation and planning models, professional learning and pedagogical practice, and student learning and action. The Dynamic Paradigm of Learning and Change contrasts with the assumptions reflected in the prevailing culture of institutionalised education, and I argue that dominant views of knowledge and human agency are both theoretically and practically non-viable and unsustainable. I argue that the prevailing culture and experience of schooling contributes to the formation of assumptions, identities, dispositions and orientations to the world characterised by alienation. The Dynamic Paradigm of Learning and Change also contrasts with the assumptions reflected in some educational reform efforts recently promoted at system level in Queensland, Australia. I use the Dynamic Paradigm as the reference point for a formal critique of two influential reform programs, Authentic Pedagogy and the New Basics Project, identifying significant limitations in both the conceptualisation of educational ends and means, and the implementation of these reform agendas. Within the Dynamic Paradigm of Learning and Change, knowledge and learning serve the individual's need for more adaptive or viable functioning in the world. I argue that students' attainment of knowledge of major ways in which others in our culture organise experience (interpret the world) is a legitimate goal of schooling. However, it is more viable to think of the primary function of schooling as providing for the young inspiration, opportunities and support for purposeful doing, and for assisting them in understanding the processes of 'action scheme' change to make such doing more viable. Through the practical-critical components of the inquiry, undertaken in the context of the ferment of pedagogical and curricular discussion and exploration in Queensland between 1999 and 2003, I develop the Key Abilities Model and associated guidelines and resources relating to forms of pedagogy, curriculum organisation and assessment consistent with the Dynamic Paradigm of Learning and Change. I argue the importance of showing teachers why and how their existing visions and conceptions of learning and teaching may be inadequate, and of emphasising teachers' conceptions of learning, knowing, agency and teaching, and their identities, dispositions and orientations to the world, as things that might need to change, in order to realise the intent of educational change focused on transformational student outcomes serving both the individual and collective good. A recommendation is made for implementation and research of a school-based trial of the Key Abilities Model, informed by and reflecting the Dynamic Paradigm of Learning and Change, as an important investment in the development and expression of ‘authentic' human intelligence.

Technology adoption : voices of teaching academics, educational designers and students

This folio presents three studies (a dissertation and two electives) which use qualitative case study methodologies to investigate technology adoption from three perspectives. Central to all three studies is the study context of Monash University. The Dissertation explores adoption of web-based learning and teaching approaches from the perspective of teaching academics as they incorporate these to facilitate their students’ learning. The study investigates teaching academics’ reasons for adopting these new technologies, the factors that influenced their adoption decisions, and the challenges they were confronted with, including the contributing factors that impacted on their adoption decisions. The study shows that while contextual factors such as power and politics of the school, department, faculty and the institution impact on adoption, supportive organisational infrastructures and policy frameworks are necessary to encourage adoption, including wider adoption. In turn, on going staff development, adoption of new work practices and being adaptive to changing work environments are key demands made on teaching academics as a result of adopting web-based teaching approaches. Elective 1, a smaller study, leads on from the dissertation and examines the impact of technology adoption on the evolving role of educational designers. The study identifies the educational designers’ role change in assisting teaching academics to move from more conventional forms of teaching to more technology based learner-centred collaborative models. An important aspect of the study is the managers’ perspectives of this role in a university that has adopted a strong flexible learning and technology policy. The findings show that educational designers now work as project managers in larger teams consisting of a wider range of professionals, their expanded role in introducing technology into learning designs, providing staff development in the area, and giving technical help including advice on copyright and intellectual property issues. Elective 2 explores student readiness to adopt these technologies for learning. The study is designed to achieve an understanding of three broad categories of learners from a first year design unit: (1) South East Asian and East Asian students, (2) all other international students, and (3) local Australian students are studied to examine their readiness for modes of learning that are flexible; their approaches to study in a creative discipline area; and their openness to using technology. Findings of the study are discussed under the key themes – dependence on the teacher and classroom environment, flexible learning and working alone, structure, communication and work patterns. The study concludes by discussing the possible cultural attributes that have an impact on the learning. The three studies found that the institution, its people, structures and processes must all adapt, evolve and grow in order to provide effective, engaging, student-centred web-based learning environments. Students in turn must be enabled to manage their study, make use of the technologies and maximise their learning experience. The findings revealed the stage of technology use reached at Monash University at the time of the study through the voices of the teaching academics, educational designers and students.

New teachers, professional knowledge and educational reform in New Zealand

This thesis examines the professional knowledge of new secondary school teachers in New Zealand, their negotiation of multiple discourses encountered in policy and practice, and their processes of professional identity formation. It is also a study of policy reform. In New Zealand, as elsewhere, recent educational and social reforms have brought about major changes to the way education is managed and implemented. These reforms emphasise market ideologies promoting consumer choice and responsibility, while measuring and monitoring quality and effectiveness. At the same time, the reforms attempt to alleviate social inequality. Teachers' negotiation of an accountability culture and the dominant equity policies is a major focus of this study. The study draws upon group interviews held with nine new teachers during the first two years of their teaching careers. The group interviews were designed to elicit extended narratives from individual teachers, as well as promote more interactive dialogue and reflections within the groups. Because the interviews were conducted at different points in their early careers, the study also has a longitudinal element, allowing insight into how teachers' views are formed or changed during an intense period of professional learning. Analysis of the teachers' narratives is informed by poststructural and feminist understandings of identity and knowledge and by a methodological orientation to writing as a method of enquiry. The thesis develops three main types of discussion and sets of arguments. The first examines new teachers' negotiation of the 'macro' context of teacher knowledge formation that is, their negotiation of an educational policy environment that juxtaposes an equity agenda with accountability controls. In order to historically situate these dilemmas, the particular political, social and educational context of New Zealand is examined. It is argued that teachers negotiate competing political and conceptual debates about social justice, equity and difference, and that this negotiation is central to the formation of professional knowledge. The analysis illustrates ways in which teachers make sense of equity discourses in educational policy and practice, and the apparent contradictions that arise from placing tight accountability standards on schools and teachers to achieve associated equity goals. The second type of discussion focuses on teachers' negotiation of the 'micro' dimension of professional knowledge, looking closely at the processes and practices that form professional identity. Against stage or developmental models of teacher identity, it is argued that professional identity is formed in an ongoing, uneven and fluid manner and is socially and discursively situated/embedded. It is further argued that professional knowledge and identity are entwined and that this relationship is most usefully understood through analysis of the discursive practices that frame teachers' working lives and through which teachers work out who they are or should become and what and how they (should) think. This analysis contributes new perspectives to debates in teacher education about teacher preparation and the knowledge required of teachers in current 'new times'. The final cluster of arguments brings together these macro and micro aspects of professional knowledge and identity with a case study of how new teachers negotiated a recent educational reform of senior secondary school qualifications in New Zealand. This reform has had a significant impact on secondary schools and on the way teachers, and New Zealanders in general, think about education, achievement and success. It was found that this reform significantly challenged new teachers to question their beliefs about assessment and justice in education, and what counts as success. This case study draws attention to the tensions between equity, academic excellence and standards-based assessment, and contributes to understanding how teacher professional knowledge forms both in the context of a specific educational policy reform and in relation to educational reform in general. This study contributes new knowledge to the formation of teacher professional knowledge and identity in an educational climate of change in New Zealand. The findings offer new insights for teacher educators, policymakers and schools into how teachers build, shape and sustain professional knowledge; how they juggle contradictions between a desire for justice, policy imperatives and teacher education rhetoric; the self-constructed, but contingent nature of professional knowledge and identity; and the urgency to address identity formation as part of teacher education and to take account of the dynamic ways in which identities form. These matters need to be articulated in teacher education both pre-service and in-service in order to address teacher retention and satisfaction, and teachers' commitment to equity reform in education.

Contestation and continuity in educational reform : a critical study of innovations in environmental education

This study explores the notion of contestation in environmental education. Contestation is a process in which self-interested individuals and groups in a social organisation cooperate, compete and negotiate in a complex interaction aimed at solving social problems. A "framework for critique" is developed, comprising technicist, liberaleducational innovation, educational research and education itself. This framework forms the basis from which a critique is mounted of contesting perspectives in environmental education at international, national and local levels. The thesis argues, firstly, that contestation takes place in the domains of (a) language or "policy in environmental education; (b) organisational strategies aimed at initiating or improving environmental education; (c) educational practices conducted in the name of environmental education; and (d) within perspectives between these domains. The thesis argues, secondly, that the presently dominant techniqist models of innovation expressed in the organisation of environmental education are part of an hegemonic relationship which acts to "technologise" the innovation: they provide an organisational strategy for establishing environmental and educational progress without offering a theory for self-reflection and ideology-critique. The incompatibility of certain contesting perspectives and practices is masked, thus contributing to continuity, rather than reform. The thesis characterises this "educational problem of environmental education" as a series of theory-practice gaps at all levels, where "theory" is the set of beliefs and assumptions held by individual practitioners, and in. terms of which they understand their educational practices. An educational problem exists because these theory-practice gaps exist; the educational problem continues because these theory-practice gaps exist unacknowledged within the infrastructure of environmental education due to the effects of false consciousness and hegemony. The thesis addresses the issue of which of several contesting forms of educational research offers the most coherent response to the educational problem of environmental education, and argues that, for the time being, approaches grounded in the critical social sciences are both the best justified and most promising approaches . to educational research for environmental education.

Teachers as researchers : models of professional learning

Supporting Teachers As Researchers (STAR) was an investigation into how teachers’ professional learning might be enhanced by positioning teachers as practitioner researchers and professionals who are capable of generating change within their local educational context. The chapter presents a model of professional learning in which teachers were given space to bring renewable professional knowledge to their work as practicing teachers. Within this chapter a teacher story is used to show how teachers designed research questions, gathered evidence about their teaching and used this evidence to inform their practice. The teacher story presents the realities of everyday teaching. The elements that contribute to the overall effectiveness of this model of are presented to contribute to the debate surrounding the char-acteristics of effective professional learning.

On the extraction of thematic and dramatic functions of content in educational videos

In this paper, we propose novel computational models for the extraction of high level expressive constructs related to, namely thematic and dramatic functions of the content shown in educational and training videos. Drawing on the existing knowledge of film theory, and media production rules and conventions used by the filmmakers. we hypothesize key aesthetic elements contributing to convey these functions of the content. Computational models to extract them are then formulated and their performance evaluated on a set of ten educational and training videos is presented.

Topic transition detection using hierarchical hidden Markov and semi-Markov models

In this paper we introduce a probabilistic framework to exploit hierarchy, structure sharing and duration information for topic transition detection in videos. Our probabilistic detection framework is a combination of a shot classification step and a detection phase using hierarchical probabilistic models. We consider two models in this paper: the extended Hierarchical Hidden Markov Model (HHMM) and the Coxian Switching Hidden semi-Markov Model (S-HSMM) because they allow the natural decomposition of semantics in videos, including shared structures, to be modeled directly, and thus enabling efficient inference and reducing the sample complexity in learning. Additionally, the S-HSMM allows the duration information to be incorporated, consequently the modeling of long-term dependencies in videos is enriched through both hierarchical and duration modeling. Furthermore, the use of the Coxian distribution in the S-HSMM makes it tractable to deal with long sequences in video. Our experimentation of the proposed framework on twelve educational and training videos shows that both models outperform the baseline cases (flat HMM and HSMM) and performances reported in earlier work in topic detection. The superior performance of the S-HSMM over the HHMM verifies our belief that duration information is an important factor in video content modeling.

Teachers' perceptions of their abilities to be educational leaders in Victorian childcare settings

In the context of new national regulatory requirements for designated educational leaders in early childhood settings, 11 Victorian teachers participated in semi-structured interviews exploring their perceptions of their ability to act as educational leaders in their childcare centres. Analysis of these interviews showed that, while teachers successfully made changes within their rooms, only those with a formal title or authority expressed confidence in their ability to lead change across their centres. Barriers to leadership included lack of time and a perception that their teacher qualifications 'did not buy authority'. A hierarchical model of leadership appeared dominant within the centres. The findings suggest both time allowance and formal role designation as strategies to support the new leadership roles, but also raise questions about the most effective models for supporting teacher leadership in childcare contexts.