Analysing stillbirth data using dynamic self organizing maps

Even with the presence of modern obstetric care, stillbirth rate seems to stay stagnant or has even risen slightly in countries such as England and has become a significant public health concern [1]. In the light of current medical research, maternal risk factors such as diabetes and hypertensive disease were identified as possible risk factors and are taken into consideration in antenatal care. However, medical practitioners and researchers suspect possible relationships between trends in maternal demographics, antenatal care and pregnancy information of current stillbirth in consideration [2]. Although medical data and knowledge is available appropriate computing techniques to analyze the data may lead to identification of high risk groups. In this paper we use an unsupervised clustering technique called Growing Self organizing Map (GSOM) to analyse the stillbirth data and present patterns which can be important to medical researchers.

Digital systems for open access to formal and informal learning

 Today, Digital Systems and Services for Technology Supported Learning and Education are recognized as the key drivers to transform the way that individuals, groups and organizations “learn” and the way to “assess learning” in 21st Century. These transformations influence: Objectives - moving from acquiring new “knowledge” to developing new and relevant “competences”; Methods – moving from “classroom” based teaching to “context-aware” personalized learning; and Assessment – moving from “life-long” degrees and certifications to “on-demand” and “in-context” accreditation of qualifications. Within this context, promoting Open Access to Formal and Informal Learning, is currently a key issue in the public discourse and the global dialogue on Education, including Massive Open Online Courses (MOOCs) and Flipped School Classrooms.

How do Digital Immigrant Teachers (DITs) learn ICT for the information age?

This study reports about teacher learning and in particular, teachers who have extensive teaching experience but limited ICT knowledge and skills. The Digital Immigrant Teachers (DITs) grew up before digital technologies; they are not frequently confident or comfortable with ICT. Like all immigrants, they have to learn new and creative ways to enhance their survival in the third millennium, where the acceleration of knowledge has allowed communication and application of information to be rapidly disseminated. In order to fully participate in the technologically rich society DITs must actively engage in the construction of authentic and purposeful learning. This research came about as a result of the digital immigrants' struggles to construct and acquire the necessary knowledge and skills to teach in the Knowledge Economy and the Information Age. The experienced present day teachers, as digital immigrants are trying to teach digital natives (Prensky, 2001 & 2003). And in order to assist these teachers in their learning ICT struggle, it is imperative to understand the teacher learning process, and the learning style through which they acquire the knowledge and skills for this new milieu.

Innovating from the inside: teacher influence and the 'promisingness' of digital learning environments

In line with global trends, Australian educational policy emphatically recognises the need for contemporary learners to be digitally literate, with provision of 'one-to-one' devices to individual learners in schools a major implementation strategy. However, without teacher commitment, the benefits of such investment in one-to-one programs are undermined and the devices themselves are under-utilised. Too often, the focus on hardware is not accompanied by insight into the organisational learning and change required in pedagogical practices. In the knowledge that curriculum and pedagogical renewal rests squarely with teachers and leaders rather than with technological hardware and software per se, this article draws on outcomes/findings from a school/university ethnographic collaboration which closely explored the introduction of a school-funded, one-to-one netbook program in a school excluded from a state-wide initiative. It seeks to make visible the often overlooked work of teachers as members of learning organisations through a narrative of change. The narrative focuses on teacher agency and capacity to mobilise a school community to commit to a vision of; no-blame risk taking; collective professional learning; the power of purpose and passion; leadership in the face of government practice which disempowered teachers and disadvantaged students; and the development of an innovation 'from the inside'.

Organisational learning as an emerging process: the generative role of digital tools in informal learning practices

 Increasing attention is paid to organisational learning, with the success of contemporary organisations strongly contingent on their ability to learn and grow. Importantly, informal learning is argued to be even more significant than formal learning initiatives. Given the widespread use of digital technologies in the workplace, what requires further attention is how digital technologies (eg, massive open online courses—MOOC) enable informal learning processes. Drawing from Complex Adaptive Systems (CAS) theory, in this paper we advance a conceptual model for examining this important topic. The two dimensional matrix and the micro-level description of informal learning activities presented provide a framework for both further research on technology-mediated practices for informal learning, as well as the design of formative contexts for learning to occur.

Functional system maps as boundary objects in complex system development

A trend towards the provision of product-service packaging and the proliferation of service businesses introduces both tangible and intangible elements into system design. In this paper, we consider the utility of hierarchical system models as a way of flexibly combining such elements by focusing on requisite functionality. Four cases illustrate how the same approach may be used to clarify the requirements of business or socio-technical systems during system development, operation or reengineering stages. It is suggested that a suitable loosely coupled model has significant utility as a 'boundary object' - a term first coined in the study of museum artefacts. Discussion of such objects requires the use of imagination, which may support innovative system design and development. It is suggested that a well-crafted model has multiple uses - as a foundation for system development, in combining traditional and agile project management strategies and in providing a framework to facilitate the capture and organisation of project knowledge.

Strangely familiar: teacher-researchers rethinking literacy pedagogies in digital environments

This article reports on a collaborative project between middle school teachers and university researchers exploring the impact of a one to one netbook program on literacy teaching and learning at one Australian primary school. Following the traditions of ethnographic classroom research and practitioner research in literacy, we describe and analyse the evolution of teacher knowledge and understandings informing the processes of reshaping print based literacy pedagogies and practices within digital learning environments. The study sought to explore the possibilities of one-to-one computing through an investigation of the affordances of digital literacy pedagogies within an open plan learning environment. We focus on the richness of ethnographic tools, in particular visual ethnographic methods, for "making the familiar strange" and identify contexts supporting the emergence of innovative digital literacy pedagogies and powerful professional learning in primary classrooms. Drawing on surveys, interviews and conversations with teachers and students and classroom observations, we suggest that dialogues between teachers and researchers provide a forum for co-construction of insights into innovative digital literacy pedagogies and offer rich learning opportunities for students, teachers and researchers.

Active engagement with stigmatised communities through digital ethnography

Conducting research in the rapidly evolving fields constituting the digital social sciences raises challenging ethical and technical issues, especially when the subject matter includes activities of stigmatised populations. Our study of a dark-web drug-use community provides a case example of ‘how to’ conduct studies in digital environments where sensitive and illicit activities are discussed. In this paper we present the workflow from our digital ethnography and consider the consequences of particular choices of action upon knowledge production. Key considerations that our workflow responded to include adapting to volatile field-sites, researcher safety in digital environments, data security and encryption, and ethical-legal challenges. We anticipate that this workflow may assist other researchers to emulate, test and adapt our approach to the diverse range of illicit studies online. In this paper we argue that active engagement with stigmatised communities through multi-sited digital ethnography can complement and augment the findings of digital trace analyses.

Editorial: English afloat on a digital sea

In the 21st Century, new technologies, in particular interactive multimedia and the internet, challenge many aspects of our teaching practice and assumptions. What counts as knowledge, what counts as literacy, the ways we teach, and even the relationships we form are coloured and reshaped by changing cultural and social practices, such as global commerce and ICTs. These issues, and the relationships between them, need to be considered anew. Two current frames of reference for thinking about these changes and their implications for subject English are the notion of an "information revolution" (Castells 1996) and the changing nature of literacy, with its shift towards multiliteracies, or thinking of literacy as design (New London Group, 2000). Both frames have significant implications for how we conceptualise English curriculum (for example, literacy, texts and assessment), for how we re-imagine English teaching, and for the ways in which we ask students to work with and within digital culture and new media.

Digital-print entanglements: debunking dichotomous thinking in the early years literacy classroom

Politicians, newspaper reporters and parents alike seem to need to classify young people’s work as either screen-based or social; as either virtual or ‘real’; as either digital or print. This provocation uses classroom video footage to demonstrate the imbrication of digital- and print-based literacies that is supported when expert literacy teachers use mobile touch screen devices with their students. The aim is to expose the nonsense of dichotomous thinking in relation to teaching and curriculum practices.Provocation: The notional distinction between digital- and print-based is easily troubled when we look at practice, but clearly this distinction serves some agendas well, particularly in terms of the ‘fit’ with, and reproduction of, established practices for managing resources and knowledge. If this distinction is largely a fiction, what might the public relations ‘spin’ be that would speak productively to stakeholders in literacy education?

Using digital devices in a first year classroom : a focus on the design and use of phonics software applications

When integrated within a holistic literacy program, phonics applications can be used in classrooms to facilitate students’ self-directed learning of letter-sound knowledge; but are they designed to allow for such a purpose? With most phonics software applications making heavy use of image cues, this project has more specifically investigated whether the design of the images used in such applications may impact on the effectiveness of their self-directed use in classrooms. Using a quasi-experimental study, we compared two types of pictorial mnemonics used in tablet applications, along with teacher-led activity in three first-year classrooms from the one school. The difference between teacher-led activity and integrated picture cues was significant, with teacher-led activity proving more effective. The difference between teacher-led activity and form-taking picture cues, however, was not statistically significant. Given that the outcomes of this small-scale study suggest that image design may be a significant design feature contributing to the educational value of using phonics applications in the classroom, we recommend that the design features of phonics software applications attract further research.