395 research outputs found
Generalized inversion of the Hochschild coboundary operator and deformation quantization
Using a derivative decomposition of the Hochschild differential complex we
define a generalized inverse of the Hochschild coboundary operator. It can be
applied for systematic computations of star products on Poisson manifolds.Comment: 9 pages, misprints correcte
'It shouldn't be this hard': exploring the challenges of rural health research
Health research is important for innovation and assessment of health status and health interventions, and maintaining a strong, engaged cohort of rural health researchers is essential for the ongoing improvement of the health of rural populations. Ethical guidelines and processes ensure research is undertaken in a way that protects and, where possible, empowers participants. We set out to systematically examine and document the challenges posed by ethics and governance processes for rural health researchers in Western Australia (WA) and the impact on the research undertaken. In this qualitative study, fifteen WA-based rural health researchers were interviewed. The identified challenges included inefficient systems, gatekeeping, apparent resistance to research and the lack of research experience of those involved in approval processes. For researchers seeking to conduct studies to improve rural and Aboriginal health, extended delays in approvals can hold up and impede research, ultimately changing the nature of the research undertaken and constraining the willingness of practitioners and researchers to undertake health research. Unwieldy ethics processes were seen to have a particularly onerous impact on rural research pertaining to service delivery, multiple sites, and research involving Aboriginal people, impeding innovation and inquiry in areas where it is much needed.Heath Greville, Emma Haynes, Robin Kagie and Sandra C Thompso
Automated medical literature retrieval
BACKGROUND The constantly growing publication rate of medical research articles puts increasing pressure on medical specialists who need to be aware of the recent developments in their field. The currently used literature retrieval systems allow researchers to find specific papers; however the search task is still repetitive and time--‐consuming. AIMS In this paper we describe a system that retrieves medical publications by automatically generating queries on data from an electronic patient record. This allows the doctor to focus on medical issues and provide an improved service to the patient, with higher confidence that it is underpinned by current research. METHOD Our research prototype automatically generates query terms based on the patient record and adds weight factors for each term. Currently the patient’s age is taken into account with a fuzzy logic derived weight, and terms describing blood--‐related anomalies are derived from recent blood test results. Conditionally selected homonyms are used for query expansion. The query retrieves matching records from a local index of PubMed publications and displays results in descending relevance for the given patient. Recent publications are clearly highlighted for instant recognition by the researcher. RESULTS Nine medical specialists from the Royal Adelaide Hospital evaluated the system and submitted pre--‐trial and post--‐trial questionnaires. Throughout the study we received positive feedback as doctors felt the support provided by the prototype was useful, and which they would like to use in their daily routine. CONCLUSION By supporting the time--‐consuming task of query formulation and iterative modification as well as by presenting the search results in order of relevance for the specific patient, literature retrieval becomes part of the daily workflow of busy professionals.Alexander Krumpholz, David Hawking, Richard Jones, Tom Gedeon and Hugh Grevillehttp://www.amj.net.au/index.php?journal=AMJ&page=article&op=view&path[]=137
Russian Noun Stress and Network Morphology
We present a network morphology analysis of Russian noun stress. Nouns have a default fixed stem stress, but some nouns have nondefault stress that may deviate in a way that is determined by the form’s position within the paradigm: different declensions prefer particular patterns as their nondefault choices. Membership of a particular declension, it is argued, constrains the rang eof possible stress patterns. Stress is represented as a hierarchy with limited deviation in terms of number and, less often, case. Indices in the declension hierarchy are addressed to nodes in the stress hierarchy. These indices correspond to rank orderings that declensions have for stress patterns. Lexical items inherit a default value for index rank but may override this. It is not possible for any override value to be given at the lexical entry, as this has to be evaluated in the declension hierarchy. The use of cyclicity in metrical approaches is considered, and it is concluded that lexical marking is still required. In addition, it is predicted that accusative forms that are syncretic with the nominative or genitive on the basis of animacy must have the same stress as the form with which they are syncretic
Grammatical Typology and Frequency Analysis: Number Availability and Number Use
The Smith-Stark hierarchy, a version of the Animacy Hierarchy, offers a typology of the cross-linguistic availability of number. The hierarchy predicts that the availability of number is not arbitrary. For any language, if the expression of plural is available to a noun, it is available to any noun of a semantic category further to the left of the hierarchy. In this article we move one step further by showing that the structure of the hierarchy can be observed in a statistical model of number use in Russian. We also investigate three co-variates: plural preference, pluralia tantum and irregularity effects; these account for an item’s behaviour being different than that solely expected from its animacy position
The impact of the COVID-19 pandemic on individuals with eating disorders: the role of emotion regulation and exploration of online treatment experiences
Objective: The Covid-19 pandemic has wrought disruption to everyday life and services, and emerging evidence suggests that those with eating disorders (EDs) are likely to experience marked distress and exacerbation of their symptoms. However, little is known around the most relevant factors to symptom change; whether certain emotion regulation and coping strategies are linked to better outcomes; and how people with EDs are adjusting to psychological interventions moving online. Method: In a mixed-method design, we collected qualitative and quantitative data from 207 (76 males) self-selected UK residents with self-reported ED, who described and ranked impacts of the pandemic on their symptoms. Regression analysis examined whether emotion regulation strategies were associated with self-reported symptom change, ED symptomatology, and negative emotional states. Thematic analysis explored participants’ experiences of the pandemic, particularly factors affecting their ED, coping strategies used, and experiences of psychological intervention. Results: Most participants (83.1%) reported worsening of ED symptomatology, though factors affecting symptom change differed between specific EDs. Emotion regulation, such as having fewer strategies, poorer emotional clarity, and non-acceptance of emotions, explained nearly half of the variance in emotional distress during the pandemic. Qualitative findings indicated that difficult emotions (such as fear and uncertainty), changes to routine, and unhelpful social messages were triggering for participants during the pandemic. While some participants described employing positive coping strategies (such as limiting social media exposure), many reported using ED behaviours (among other maladaptive strategies, like alcohol use) to cope with the pandemic. Finally, loss of treatment support, feeling underserving of support and experiencing a ‘detached connection’ online were further exacerbating factors for these participants. Discussion: While our sample was self-selected and may not represent all people with EDs, our results suggest that people with EDs have been strongly affected by the pandemic. Some aspects of online treatment were found to be beneficial but our findings suggest it also needs some improvement. Our paper discusses implications for online treatment such as taking into account personal circumstances and, in a time where people have limited control over the antecedents of negative emotion, the need to develop skills to manage emotions when they arise
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