Hierarchical rule generalisation for speaker identification in fiction books

This paper presents a hierarchical pattern matching and generalisation technique which is applied to the problem of locating the correct speaker of quoted speech found in fiction books. Patterns from a training set are generalised to create a small number of rules, which can be used to identify items of interest within the text. The pattern matching technique is applied to finding the Speech-Verb, Actor and Speaker of quotes found in ction books. The technique performs well over the training data, resulting in rule-sets many times smaller than the training set, but providing very high accuracy. While the rule-set generalised from one book is less effective when applied to different books than an approach based on hand coded heuristics, performance is comparable when testing on data closely related to the training set.

Interrogating the ethics of literacy intervention in Indigenous schools

Recognising that literacy is fundamental to the educational success of Indigenous students, this essay reviews current literacy intervention programs from a social justice perspective. It reveals the tension between policies and initiatives that have addressed the two key rights of Indigenous people – the right to access mainstream knowledge and language through the provision of empowering education and the right to sustain their own languages and cultures through culturally responsive education. In particular, the essay focuses on the National Accelerated Literacy Program (NALP) – a large-scale initiative supported by the former Liberal and the current Labour government in 2004-2008. A spin-off from NALP has been the formation of the Accelerated Literacy Consultants’ Network that provides professional development sessions in Accelerated Literacy and literacy education more broadly to teachers from Aboriginal Independent Community Schools across Australia. The essay questions the view of justice in the NALP’s theoretical and pedagogical design and its effects on teaching and learning in Aboriginal schools. The paper, then, discusses the primacy of ethics in literacy education in order to make it more hospitable and responsive to cultural-linguistic differences.

Emotional connections to books and technological innovations : an e-book perspective

E-book devices are a technological innovation that has been mass marketed to consumers as a revolution in the way that books will be read and stored. This paper extends previous research on technology adoption behaviour of individuals by focusing on the role of emotional connections people have towards e-books. A number of technology adoption models can explain the adoption of e-book devices such as the technology acceptance model, theory of planned action, theory of reasoned action and social cognitive theory. Due to the increased importance of social learning on a person’s behaviour, social cognitive theory is identified in this paper as being the most appropriate theoretical lens to understand the emotional connections a person has towards e-books. The findings from this paper may help to fill the gaps in academic discussion about what theory best explains a person’s behavioural intention towards technological innovations and the impact of marketing on this behaviour. In addition, the paper has a number of managerial implications including identifying the importance of an emotional connection to a technological innovation that influences the adoption process. The emphasis on emotional connection as mediating the way a person receives information about e-book devices may help to influence future marketing efforts of new technologies.

Health literacy : what is it and why is it important to measure?

This report summarizes the proceedings of the first Outcome Measures in Rheumatology Clinical Trials (OMERACT) Health Literacy Special Interest Group workshop at the OMERACT 10 conference. Health literacy refers to an individual’s capacity to seek, understand, and use health information. Discussion centered on the relevance of health literacy to the rheumatology field; whether measures of health literacy were important in the context of clinical trials and routine care; and, if so, whether disease-specific measures were required. A nominal group process involving 27 workshop participants, comprising a patient group (n = 12) and a healthcare professional and researcher group (n = 15), confirmed that health literacy encompasses a broad range of concepts and skills that existing scales do not measure. It identified the importance and relevance of patient abilities and characteristics, but also health professional factors and broader contextual factors. Sixteen themes were identified: access to information; cognitive capacity; disease; expression/communication; finances; health professionals; health system; information; literacy/numeracy; management skills; medication; patient approach; dealing with problems; psychological characteristics; social supports; and time. Each of these was divided further into subthemes of one or more of the following: knowledge, attitude, attribute, relationship, skill, action, or context. There were virtually no musculoskeletal-specific statements, suggesting that a generic health literacy tool in rheumatology is justified. The detailed concepts across themes provided new and systematic insight into what needs to be done to improve health literacy and consequently reduce health inequalities. These data will be used to derive a more comprehensive measure of health literacy.

Individuals with chronic low back pain have greater difficulty in engaging in positive lifestyle behaviours than those without back pain : an assessment of health literacy

Background: Despite the large volume of research dedicated to understanding chronic low back pain (CLBP), patient outcomes remain modest while healthcare costs continue to rise, creating a major public health burden. Health literacy - the ability to seek, understand and utilise health information - has been identified as an important factor in the course of other chronic conditions and may be important in the aetiology of CLBP. Many of the currently available health literacy measurement tools are limited since they measure narrow aspects of health literacy. The Health Literacy Measurement Scale (HeLMS) was developed recently to measure broader elements of health literacy. The aim of this study was to measure broad elements of health literacy among individuals with CLBP and without LBP using the HeLMS.
Methods: Thirty-six community-dwelling adults with CLBP and 44 with no history of LBP responded to the HeLMS. Individuals were recruited as part of a larger community-based spinal health study in Western Australia. Scores for the eight domains of the HeLMS as well as individual item responses were compared between the groups.
Results: HeLMS scores were similar between individuals with and without CLBP for seven of the eight health literacy domains (p > 0.05). However, compared to individuals with no history of LBP, those with CLBP had a significantly lower score in the domain ‘Patient attitudes towards their health’ (mean difference [95% CI]: 0.46 [0.11- 0.82]) and significantly lower scores for each of the individual items within this domain (p < 0.05). Moderate effect sizes ranged from d = 0.47-0.65.
Conclusions: Although no differences were identified in HeLMS scores between the groups for seven of the health literacy domains, adults with CLBP reported greater difficulty in engaging in general positive health behaviours. This aspect of health literacy suggests that self-management support initiatives may benefit individuals with CLBP.

Tertiary literacy on the cusp

This paper outlines some of the recent concerns regarding a perceived decline in literacy standards in Australia, with reference to changing literacy abilities and standards in tertiary education. It presents a summary and critique of the current discussions on changes in literacy expectations and contemporary notions of literacy. It concludes with a summary of three important 'agents of change': economic rationalism, multiculturalism and computerisation.

Mobile texts and migrant audiences : rethinking literacy and assessment in a new media age

This article highlights the importance of rethinking literacy assessment in a digital and global world. Although pressures currently abound to narrow conceptions and practices of literacy, especially in an era of high stakes testing, digital multimodality and connectivity offer the potential for new ways of thinking, representing, and communicating, as well as new avenues for participating in relationships across social, geographic, and cultural difference. We explore the challenges of redesigning assessments so that they better take into account children's multiliterate capabilities. In so doing, we offer examples from our work in afterschool contexts that demonstrate how we have grappled with the complexities of assessment in new times.