210 resultados para learning analytics framework


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This thesis reports on an investigation at the University Tun Abdul Razak (UNITAR), Malaysia focused on students’ needs for student support services. The research addressed a new problem in distance education concerning institutional practices and strategies for providing student support within blended learning contexts, such as at UNITAR. The thesis addresses important matters related to the use of forms of education to address Malaysia’s social, political and economic development.

The study had two main research purposes. The first purpose was to investigate what barriers UNITAR’s students had to completing their study successfully. The second was to investigate students’ support services needs. The latter was divided into six subsidiary purposes. The first subsidiary purpose was to identify and compare the students’ needs intensity for the four categories of support services: administrative, academic, welfare and post-study services. The second subsidiary purpose was to investigate whether there is any correlation between students’ attributes of age, gender, marital status, number of children, enrollment status, distance from learning centre, academic abilities, course satisfaction and academic achievement, with their support needs. The other subsidiary purposes were to compare needs intensity for the four categories of services between men and women, younger and mature-age students, and lower and higher academic achievers.

The research design employed mixed methods, involving both qualitative and quantitative techniques. A series of interviews was conducted with UNITAR staff members during an inventory study of the University. Then, the students were surveyed through a questionnaire that contained closed-ended and openended questions. After analysing and compiling the results of the survey, another cycle of surveys was conducted with selected staff members through email, to validate the findings and obtain their feedback to the students’ views and their suggestions for future improvement. The quantitative survey data were analysed using SPSS, whereas the qualitative data from interview, survey and email were analysed by using content analysis techniques.

The findings of the study demonstrated that UNITAR’s students have problems in their study, which are related to their demographic and institutional attributes, and these affect their needs for four categories of support services. Generally, students attached the highest priority to academic services, followed by post-study services, administrative services and, lastly, welfare services. Four patterns of associations between students’ attributes and support services needs were identified. In particular, support services needs differences were identified between men and women, younger and mature-age students, and lower achieving and higher achieving students.

Drawing the findings of this study, relevant past studies, contemporary practices and constructive views of scholars from the relevant literature, the thesis concludes by proposing an integrated student support framework for UNITAR and suggest how this may be considered and applied more broadly in similar blended learning contexts in Malaysia and beyond.

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This paper analyses the current Australian policy and research context in relation to developing quality teachers. Like other countries, many educational authorities in Australia are developing professional standards for teachers and the evaluation of teachers against those standards as a
mechanism for ensuring and extending the quality of teaching in schools. A key policy consideration involves the use of professional standards as tools for extending professional learning and/or for credentialing and appraisal. This paper considers these uses of standards by drawing on an evaluation of Education Queensland’s Professional Standards for Teachers pilot.
The pilot focused on using a set of standards as a framework for professional learning. Teachers’ perspectives on the standards and their intended use, their engagement with the standards during the pilot and the nature of professional learning associated with that engagement are discussed in light of current policy debates about professional standards.

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My thesis examines the link between families, harm and knowledge in a society where knowledge is increasingly the central organising principle (Bohme 1997: 449-450; Stehr 1994: 6), and represents the capacity for action (Stehr 1994: 8). I observed as a consultant in the 1990s that practitioners in family work were able to articulate what works but often unable to articulate why and therefore unable easily to replicate what works. This time coincided with increasing commentary on complexities of living, capacity of families to cope, identification of the scale of family harm, and use of the term 'the knowledge society'. My aim is to identify why what works, works with families exhibiting harmful behaviours and families acquiring knowledge from learning everyday life skills so as to lead less harmful and more fulfilling lives. And by such explanations inform, replicate and scale up practice to benefit more families exhibiting harm. I conceptualise the outcome as a sequence of family, community and policy work in an ecological framework (Bronfenbrenner 1979) within a knowledge society. My method was a year-long action research project with a family support service in New South Wales. I engaged in reflective practice with workers, and a parallel literature review that supported additional reflective practice. I found growing complexity of life requires growing knowledge. I found a distinction between everyday and abstract life worlds, and with families principally acting in the everyday life world. It is a world from which some families and their members seek to escape, often by means of harmful behaviours of neglect, abuse and violence. I substantiated the link that the family support service of my study sees between relationships, behaviours and affects; and I linked this in turn with its therapeutic engagement of the whole family — adults and children, male and female, victims and perpetrators. This engagement involves a process of learning (Rogers 1967: 280) to acquire fulfilling behaviours. It is a process of adult and experiential learning of relationship skills, drawing on under-used reserves of families. Relationship skills form a basis of acquiring other life skills since most require relationships with others to perform life skills. Combining the sequence of family, community and policy work with workers engaging in reflective practice of their work creates capacity for community institutions to replicate and scale up what works and why. Understanding this sequence may assist community institutions to inform policymakers of benefits common to all policy interests of such replication and scaling up. I conceptualise a policy framework of families and knowledge in a knowledge society and two lower level frameworks of process and content of life skills. Implications of these for practice, policy, and theory include a greater distinction between everyday and abstract knowledge and skills; recognition of a sequential process of information, learning, and knowledge; and inclusiveness and fluidity in learning in diverse adult learning settings and in family support professions.

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For the past decade I have been engaged as a management consultant in the area of organisational change and development. This has been primarily within international development environments, and all the professional opportunities, challenges and learning they offer. This thesis therefore employs reflexivity to explore professional practices within this context. These practices are primarily considered within the context of an emerging economy dealing with the challenges of globalisation, against a backdrop of tradition and the old vestiges of colonialism and socialism. Of particular interest have been the tensions between humanist and corporate values that emerge when dealing with the people and learning side of organisations, and within a context of what can be broadly defined as 'where west meets east'. These tensions are explored within a values framework and through consideration of some the themes that feature in the area of postcolonial studies. The intention of the study has been to explore some of the meanings and representations that emerge from professional experience, how they are explained and represented, and what the meanings and representations derived might imply in considering the requirements of 'principled' professional practice. The study is built around the work place and the researcher's role within it and therefore draws heavily on personal reflection and reflexivity. The qualitative methodologies employed draw heavily from the literature dealing with critical social science, and in particular that relating to 'narrative inquiry'. Particular consideration is given to the location of self in the research context and the way in which professional knowledge is constructed.

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Asynchronous online discussions have the potential to improve learning in universities. This thesis reports an investigation into the ways in which undergraduates learned in online discussions when they were included within their face-to-face courses. Taking a student perspective, four case studies describe and explain the approaches to learning that were used by business undergraduates in online discussions, and examine the influence of the computer-mediated conferencing (CMC) medium and curriculum design on student learning. The investigation took a qualitative approach where case studies were developed from multiple data sources. In each of the cases, a description of the setting of the online discussions introduced the learning environment. Further details of student learning behaviours in the online discussions were provided by an analysis of the systems data and a content analysis of the online discussion transcripts. In depth interpretation of interview data added student perspectives on the impact of CMC characteristics, the curriculum or learning design and the relationship between the online discussions and face-to-face classes. A comparative cross case analysis of the findings of the four cases identified and discussed general themes and broad principles arising from the cases. The campus-based students acknowledged that online discussions helped them to learn and their message postings evidenced deep approaches to learning. The students recognised the value for learning of the text based nature of the CMC environment but peer interaction was more difficult to achieve. Asynchronicity created time flexibility and time for reflection but it also presented time management problems for many undergraduates. Assessment was the most influential aspect of the curriculum design. The cases also identified the importance of a dialogical activity and the absence of the teacher from the online discussions was not problematic. The research identified new perspectives on the relationship between online discussions and face-to-face classes. Students regarded these two media as complementary rather than oppositional and affirmed the importance of pedagogic connections between them. A teaching and learning framework for online discussions was developed from these perspectives. The significance of this study lies in improved knowledge of student learning processes in online discussions in blended learning environments. The cases indicated the potential value of the CMC environment for constructivist philosophies and affirm the significant role of curriculum design with new technologies. Findings relating to the complementary nature of online and face to face discussions provided a platform for building a teaching and learning framework for blended environments which can be used to inform and improve pedagogical design, teacher expertise and student learning outcomes in asynchronous online discussions.

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The focus of this doctoral research study is making the most what a person knows and can do, as an outcome from their lifelong learning, so as to better contribute to organisational achievement. This has been motivated by a perceived gap in the extensive literature linking knowledge with organisational achievement. Whereas there is a rich body of literature addressing the meta-philosophies giving rise to the emergence of learning organisations there is, as yet, scant attention paid to the detail of planning and implementing action which would reveal individual/organisational opportunities of mutual advantage and motivate, and sustain, participation at the day-to-day level of the individual. It is in this space that this dissertation seeks to contribute by offering a mechanism for bringing the, hindsight informed, response “but that’s obvious” into the abiding explicit realm at the level of the individual. In moving beyond the obvious which is prone to be overlooked, the emphasis on “better” in the introductory sentence, is very deliberately made and has a link to awakening latent individual, and hence organisational, capabilities that would otherwise languish. The evolved LCM Model – a purposeful integration valuing the outcomes from lifelong learning (the L) with nurturing a culture supporting this outcome (the C) and with responsiveness to potentially diverse motivations (the M) – is a reflective device for bringing otherwise tacit, and latent, logic into the explicit realm of action. In the course of the development of the model, a number of supplementary models included in this dissertation have evolved from the research. They form a suite of devices which inform action and lead to making the most of what an individual knows and can do within the formal requirements of a job and within the informal influences of a frequently invisible community of practice. The initial inquiry drew upon the views and experiences of water industry engineering personnel and training facilitators associated with the contract cleaning and waste management industries. However, the major research occurred as an Emergency Management Australia (EMA) project with the Country Fire Authority (CFA) as the host organisation. This EMA/CFA research project explored the influence of making the most of what a CFA volunteer knows and can do upon retention of that volunteer. In its aggregate, across the CFA volunteer body, retention is a critical community safety objective. A qualitative research, ethnographic in character, approach was adopted. Data was collected through interviews, workshops and outcomes from attempts at action research projects. Following an initial thirteen month scoping study including respondents other than from the CFA, the research study moved into an exploration of the efficacy of an indicative model with four contextual foci – i.e. the manner of welcoming new members to the CFA, embracing training, strengthening brigade sustainability and leadership. Interestingly, the research environment which forced a truncated implementation of action research projects was, in itself, an informing experience indicative of inhibitors to making the most of what people know and can do. Competition for interest, time and commitment were factors governing the manner in which CFA respondents could be called upon to explore the efficacy of the model, and were a harbinger of the influences shaping the more general environment of drawing upon what CFA volunteers know and can do. Subsequent to the development of the indicative model, a further 16 month period was utilised in the ethnographic exploration of the relevance of the model within the CFA as the host organisation. As a consequence, the model is a more fully developed tool (framework) to aid reflection, planning and action. Importantly, the later phase of the research study has, through application of the model to specific goals within the CFA, yielded operational insight into its effective use, and in which activity systems have an important place. The model – now confidently styled as the LCM Model – has three elements that when enmeshed strengthen the likelihood of organisational achievement ; and the degree of this meshing, as relevant to the target outcome, determines the strength of outcome. i.e. - • Valuing outcomes from learning: When a person recognises and values (appropriately to achievement by the organisation) what they know and can do, and associated others recognise and value what this person knows and can do, then there is increased likelihood of these outcomes from learning being applied to organisational achievement. • Valuing a culture that is conducive to learning: When a person, and associated others, are further developing and drawing upon what they know and can do within the context of a culture that is conducive to learning, then there is increased likelihood that outcomes from learning will be applied to organisational achievement. • Valuing motivation of the individual: When a person’s motivation to apply what they know and can do is valued by them, and associated others, as appropriate to organisational achievement then there is increased likelihood that appropriately drawing upon outcomes from learning will occur. Activity theory was employed as a device to scope and explore understanding of the issues as they emerged in the course of the research study. Viewing the data through the prism of activity theory led not only to the development of the LCM Model but also to an enhanced understanding of the role of leadership as a foundation for acting upon the model. Both formal and informal leadership were found to be germane in asserting influence on empowering engagement with learning and drawing upon its outcomes. It is apparent that a “leaderful organisation”, as postulated by Raelin (2003), is an environment which supports drawing upon the LCM model; and it may be the case that the act of drawing upon the model will move a narrowly leadership focused organisation toward leaderful attributes. As foreshadowed at the beginning of this synopsis, nurturing individual and organisational capability is the guiding mantra for this dissertation - “Capability embraces competence but is also forward-looking, concerned with the realisation of potential” (Stephenson 1998, p. 3). Although the inquiry focussed upon a need for CFA volunteer retention, it began with a broader investigation as part of the scoping foundation and the expanded usefulness of the LCM Model invites further investigation. The dissertation concludes with the encapsulating sentiment that “You have really got to want to”. With this predisposition in mind, this dissertation contributes to knowledge through the development and discussion of the LCM model as a reflective device informing transformative learning (Mezirow and Associates 1990). A leaderful environment (Raelin 2003) aids transformative learning – accruing to the individual and the organisation - through engendering and maintaining making the most of knowledge and skill – motivating and sustaining “the will”. The outcomes from this research study are a strong assertion that wanting to make the most of what is known and can be done is a hallmark of capability. Accordingly, this dissertation is a contribution to the “how” of strengthening the capability, and the commitment to applying that capability, of an individual and an organisation.

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The purpose of this study was to assess the influence of an adventure learning program, based on participation in group adventure initiative tasks (GAITs), on participant self-esteem and, further, to examine any associated gender differences in the dependent variable. The study took place within the framework of the 'Group Dynamics in Action' unit offered at the University of South Australia, Underdale Campus, in semester 2, 1994. The course included participation in group adventure initiative tasks, the identification and examination of group dynamic processes, the investigation of individual roles within the small group and the review of these processes in the group setting. The program also included an experience on a high ropes course. Both quantitative and qualitative data was gathered to gain insight into gender differences and their relationship to the dependent variable and also to provide insight into any discrepancy in outcomes between males and females with regard to participation in group adventure initiative tasks. The sample set of participants was drawn from undergraduate students studying at the University of South Australia in the Bachelor of Teaching (Primary), Bachelor of Education (Secondary Physical Education Teaching) and Bachelor of Applied Science (Exercise and Sport Science) courses. Subjects were assigned to either experimental or control conditions and the experimental group were then randomly assigned to one of three treatment groups. Sixty one (N = 61) male and female subjects were tested pre and post-treatment period. Psychological tests included the Coopersmith Self Esteem Inventory (Coopersmith 1981) and an adaptation of Coopersmith's Behaviour Rating Form (Coopersmith 1967). Qualitative data was gathered using Kuhn's Twenty Statements Test (Kuhn and McPartland 1954), a self-esteem questionnaire, observations made by the researcher and other staff about subjects interactions and from weekly journals kept by subjects throughout the treatment. The duration of the treatment period was 14 weeks consisting of 14, 2 hour seminars.

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This thesis aims to contribute to the improvement and advancement of university learning, teaching, and staff development; to integrate educational theory and the practice of university teaching; and to contribute to the establishment of a new, emerging paradigm in higher education. The strategy towards achieving these aims comprises (1) an alternative research methodology in the interpretive, non-positivist paradigm; (2) an integrated framework drawing on a variety of previously unrelated theories to form an alternative model of university education; and (3) reference to the dialectical relationship between educational theory and teaching practice and their integration through action research in higher education. The thesis is not so much a critique of the traditional paradigm and of existing functionalist-structuralist approaches to higher education, but more a development and clarification of an alternative, dialectical, human action approach to higher education. The original contribution of this thesis to the theory and practice of higher education lies in the development (1) of an alternative model of university education based on an integration of previously unrelated domains of theory; (2) of a theoretical model of professional development as action research (the CRASP Model: Critical attitude, Research into teaching, Accountability, Self-evaluation, Professionalism); and (3) of action research projects in higher education. Action research is research by the university teachers themselves into their teaching practice, i.e. into problems of the curriculum and student learning. The case studies included in and appended to this thesis show that in one educational setting at least it was possible to improve and advance university learning and teaching through action research. The evidence for this advancement is provided in a number of previously published case studies compiled in the Appendix.

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This paper describes a 'just-in-time' engagement framework for a high quality first year experience ('FYE'). The concept 'just-in-time' refers to a student-centered timeline for a managed learning environment based on the week-to-week experiences faced by a first year student in an Australian University semester. The engagement framework detailed in this paper consists of a series of teaching strategies embedded as part of a designed, integrated and co-ordinated first year program, expanding on the transition blueprint of Nelson, Kift, Humphreys & Harper (2006), working within a transition pedagogy (Kift, 2008) and implementing an institutional-wide program of collaborative engagement. This paper discusses the application of this framework to a first year foundational unit in the Bachelor of Laws degree at Deakin University, Victoria, Australia, implemented as part of an embedded institutional-wide transition program.

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There is ample evidence that in many countries school science is in difficulty, with declining student attitudes and uptake of science. This presentation argues that a key to addressing the problem lies in transforming teachers’ classroom practice, and that pedagogical innovation is best supported within a school context. Evidence for effective change will draw on the School Innovation in Science (SIS) initiative in Victoria, which has developed and evaluated a model to improve science teaching and learning across a school system. The model involves a framework for describing effective teaching and learning, and a strategy that allows schools flexibility to develop their practice to suit local conditions and to maintain ownership of the change process. SIS has proved successful in improving science teaching and learning in primary and secondary schools. Experience from SIS and related projects, from a national Australian science and literacy project, and from system wide science initiatives in Europe, will be used to explore the factors that affect the success and the path of innovation in schools.

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Based on the fundamental elements of computer Supported Collaborative Learning, the Online Collaboration Model was developed to improve teaching and learning outcomes for students and staff. This model now stands as a framework that can support further exploration and inquiry into issues related to collaboration in the online e-learning environment.

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This research shows that, to function effectively in a changing environment that includes the convergence of online learning and e-business, managers in the vocational education and training sector need an increasingly sophisticated conceptual framework and set of business skills that appropriately draw on contemporary business management theory and practice.

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This thesis examined whether wikis, online lectures and Drupal could be used to support community, culture and collaboration in an e-Learning environment. A series of information technology usability studies informed the iterative development of the technologies, culminating in a framework for implementing e-Learning technologies to support community, culture and collaboration.

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This thesis proposes three effective strategies to solve the significant performance-bias problem in imbalance text mining: (1) creation of a novel inexact field learning algorithm to overcome the dual-imbalance problem; (2) introduction of the one-class classification-framework to optimize classifier-parameters, and (3) proposal of a maximal-frequent-item-set discovery approach to achieve higher accuracy and efficiency.

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This research examined the usefulness of the Victorian Curriculum and Standards Framework as the basis for school music education in Victoria. Interviews with experienced primary and secondary teachers sought to determine the extent to which the Curriculum and Standards Framework had impacted upon their classroom teaching practice and contributed to an understanding of learning in music education.