147 research outputs found

    Informing Pedagogical Action: Aligning Learning Analytics With Learning Design.

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    Abstract This article considers the developing field of learning analytics and argues that to move from small-scale practice to broad scale applicability, there is a need to establish a contextual framework that helps teachers interpret the information that analytics provides. The article presents learning design as a form of documentation of pedagogical intent that can provide the context for making sense of diverse sets of analytic data. We investigate one example of learning design to explore how broad categories of analytics-which we call checkpoint and process analytics-can inform the interpretation of outcomes from a learning design and facilitate pedagogical action. Keywords learning analytics, learning design, pedagogical intent This article examines two relatively new concepts within education, learning analytics, that is, the collection, analysis, and reporting of data associated with student learning behavior, and learning design, that is, the documented design and sequencing of teaching practice, and how together these may serve to improve understanding and evaluation of teaching intent and learner activity. Learning analytics offers a passive method of gathering information on how learners are interacting with learning resources, each other, and their teachers. Unlike traditional surveys or focus groups, which rely on participants both opting to provide feedback and accurately remembering and reporting pas

    Supporting first year student supporters : an online mentoring model for supplemental instruction leaders

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    Supplemental Instruction (SI), or Peer Assisted Study Sessions (PASS) as it is commonly known in Australia, involves experienced senior student Peer Leaders who provide regularly scheduled peer learning sessions with students enrolled in university courses. Commonly implemented on first year subjects, the sessions integrate &ldquo;how to learn&rdquo; with &ldquo;what to learn&rdquo;, helping students achieve better grades and helping raise student retention rates. This paper discusses the challenges of supporting SI Leaders who are geographically dispersed across multiple campuses and considers the theoretical and empirical literature that informs the development of an online mentoring model.<br /

    Supporting first year student supporters: an online mentoring model for supplemental instruction leaders

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    Supplemental Instruction (SI), or Peer Assisted Study Sessions (PASS) as it is commonly known in Australia, involves experienced senior student Peer Leaders who provide regularly scheduled peer learning sessions with students enrolled in university courses. Commonly implemented on first year subjects, the sessions integrate how to learn with what to learn, helping students achieve better grades and helping raise student retention rates. This paper discusses the challenges of supporting SI Leaders who are geographically dispersed across multiple campuses and considers the theoretical and empirical informs the development of an online mentoring model

    Graduate-entry pre-service teachers : The relationship between their experience using technology in their previous occupations and their technological pedagogical beliefs

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    An important aspect of teachers’ work is integrating technology to support student learning. Teachers’ beliefs, knowledge, and skills related to technology develop well before their pre-service teacher education begins. For those graduate-entry pre-service teachers, prior experiences may play a valuable role in shaping their self-efficacy for, and use of technology in their pedagogical practice. This paper presents findings from the first phase of a mixed method study of students enrolled in a one-year graduate teaching course (N = 146). Graduate-entry pre-service teachers at an Australian university were invited at the commencement of their course to complete a survey about their self-efficacy beliefs using technology in their previous occupations, and their self-efficacy beliefs for integrating technology into classroom teaching. The connections between previous occupational experiences using technology and technology self-efficacy beliefs were examined. Analysis revealed a significant relationship between the four variables: application of technology, types of technological tools used, general technology self-efficacy and technology pedagogy self-efficacy. The greater the experience in applying a wide variety of technological tools in their previous workplace, the higher the participant’s self-efficacy beliefs for both general technology and technology pedagogy. The results are particularly interesting of those participants (n = 58), who used specialised professional technology applications while working in these roles. For this subsample, there was a significantly higher positive linear relationship between the types of technological tools used in previous occupations, and their self-efficacy beliefs regarding both general technology and technology pedagogy. The implications of this study are to provide a greater understanding of the technological skills, expertise and beliefs graduate-entry teachers bring with them from previous roles. It aims to highlight how graduate-entry teachers’ experience of using specialised technology pertinent to their previous professions, could facilitate the achievement of mandated technology pedagogy reforms

    Investigating the factors that influence the use of digital learning resources in the K-12 educational context

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    Australian and New Zealand governments have made a significant investment in the establishment of an on-line repository that will make digital learning resources, also called learning objects, available to teachers in the K-12 sector. The focus of this, and similar learning object initiatives around the world, has been on content development and delivery. Much of the current learning object research has been concerned with resolving the technical issues to support these processes, with little attention paid to pedagogical and practical issues that might influence learning object use. This paper argues for research to address this gap and reports on a study investigating the factors that influence the use of digital learning resources in the K-12 educational context. The findings of the study are relevant to understanding how learning object approaches can be best conceived of and supported

    Understanding the potential of learning design to support university teachers’ design processes

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    Abstract LAMS 2008 conference, June 26th, Cadiz, Spain.In this paper the authors clarify the notion of the learning design as a potential approach to supporting teaching practice. They present the conceptual basis for the learning design approach currently being explored in a major Australian research study and present a simple but systematic approach to describe teaching and learning experiences using a formalism that is readily understood by university teachers. The complementary relationship between this formalism and international standards, such as IMS-LD, is also explained.The work on this publication has been sponsored by the TENCompetence Integrated Project that is funded by the European Commission's 6th Framework Programme, priority IST/Technology Enhanced Learning. Contract 027087 [http://www.tencompetence.org

    Understanding the design context for Australian university teachers: implications for the future of learning design

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    Based on the premise that providing support for university teachers in designing for their teaching will ultimately improve the quality of student learning outcomes, recent interest in the development of support tools and strategies has gained momentum. This article reports on a study that examined the context in which Australian university teachers design in order to understand what role design support tools and strategies could play. In-depth interviews were conducted with 30 academics across 16 Australian universities. The findings suggest that most Australian university teachers have a high degree of flexibility in their design decisions suggesting that opportunities exist for learning design tools and strategies to be adopted

    Editorial: brain, mind and educational technology

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    There has been substantial hype around the growing body of research investigating how learning occurs in the brain. Over the last century, in particular, we have learned more about how the brain functions than has been discovered throughout history (Albright, Jessell, Kandel & Posner, 2000). New imaging techniques, such as electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), have been pivotal in driving this research agenda. The emergence of the field of cognitive neuroscience has further helped to align foundational work on uncovering how the brain works with what is known about learning from the psychological sciences. In combination with education, new fields such as ‘educational neuroscience’ have emerged with the aim of translating the findings from the laboratory to the classroom (e.g. Ansari, Coch & De Smedt, 2011)

    From neural to social: Medical student admissions criteria and engagement in a social learning environment

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    Notions of what it is to be knowledgeable and skilled in one&apos;s profession have evolved in recent decades. For instance, medical practitioners are expected to think critically and creatively, communicate effectively, and to be a professional and community leader. While these attributes have always been well regarded, it is only relatively recently that higher education institutions are actively incorporating these skills and attributes into student admissions criteria. In parallel, methods of instruction and course delivery have also changed over time with respect to these driving social paradigms. Today&apos;s medical schools are expected to both select and develop students in terms of these qualities through socially based pedagogical practices. This paper investigates the admissions criteria that best predict student engagement in a social learning environment and thus the related attributes such as communication, creativity, and leadership. The paper frames this investigation in the scholarship related to 21 st century skills and achievement orientations
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