853 research outputs found

    Huddersfield's roll of honour: 1914-1922

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    Huddersfield’s Roll of Honour 1914-1922 is a detailed account of 3,439 service personnel from Huddersfield who lost their lives during the First World War. In the Preface, HRH The Duke of York KG writes: “This publication represents the lifetime work of Margaret Stansfield who sadly passed away in 2012. Margaret spent 30 years compiling the 3,439 biographical entries giving a poignant insight into the background, working lives and families of those who selflessly left Huddersfield to fight for their country never to return.” Along with the biographical accounts there are many moving letters to the families of soldiers who lost their lives reflecting an attempt to bring comfort amid the darkness that their loss brought to both families and comrades alike

    The Role of Environmental Payments in Sustaining Farm Incomes: A Four Year Study of Farm Businesses in an Upland Area of the UK

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    A representative sample of both participant and non-participant case study farms was examined over a three-year period in the Shropshire Hills Environmentally Sensitive Area of the UK from 1997 to 2000. The effects on farm business viability were monitored and results compared with two relevant sub samples of Farm Business Survey recorded farms. The study showed that farming profitability declined sharply over the study period but that participant case study farm profitability exceeded that of non-participants by an average of ÂŁ4024 per year. This was attributable to a combination of factors which included larger average farm size, the ESA premium and more intensive farming operations. Subsidies received by both types of farms were almost totally on the "per head" basis and averaged ÂŁ270 per hectare. Without these both classes of farms would have been highly unprofitable. The status of the ESA premium compared with these figures was an average of 4.5 percent of business turnover or ÂŁ2358 per farm, well below that of headage based subsidies. Return on capital invested in land was consistently low, suggesting that even with these levels of subsidies the long-term future of these farms could be uncertain. The results achieved were consistent with those obtained from the Farm Business Survey data provided for the two relevant sub-samples.Farm Management,

    Applying a psychosocial pathways model to improving mental health and reducing health inequalities: Practical approaches

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    Background: Mental health can help explain how social inequalities impact on health. Many current public health challenges are shaped by social, economic and environmental conditions that take a mental toll on society. Purpose: This article describes a conceptual framework illustrating the psychosocial pathways that link the wider conditions to health behaviours and outcomes. It draws out implications of this framework for mental health practice that aim to support policy and decision-making on future action to reduce health inequalities and presents practical examples of what can be done. Methods: This article expands on a report commissioned by Public Health England. A narrative review and synthesis of relevant evidence built on existing research by the Institute of Health Equity. A conceptual framework was developed and a consultation exercise with stakeholders helped to revise and illustrate it with practice examples. Conclusions: The field of mental health has much to contribute to prevention, not just of mental illness but also of physical health conditions and reduction of inequalities in life expectancy and healthy life expectancy, especially through collaborative public health action

    Huddersfield's Roll of Honour

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    Huddersfield’s Roll of Honour 1914-1922 is a detailed account of 3,439 service personnel from Huddersfield who lost their lives during the First World War

    Applying machine classifiers to update searches: analysis from two case studies

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    Manual screening of citation records could be reduced by using machine classifiers to remove records of very low relevance. This seems particularly feasible for update searches, where a machine classifier can be trained from past screening decisions. However, feasibility is unclear for broad topics. To evaluate the performance and implementation of machine classifiers for update searches of public health research. Two case studies. The first study evaluates the impact of using different sets of training data on classifier performance, comparing recall and screening reduction with a manual screening ‘gold standard’. The second study uses screening decisions from a review to train a classifier that is applied to rank the update search results. A stopping threshold was applied in the absence of a gold standard. Time spent screening titles and abstracts of different relevancy-ranked records was measured. Results: Study one: Classifier performance varies according to the training data used; all custom-built classifiers had a recall above 93% at the same threshold, achieving screening reductions between 41% and 74%. Study two: applying a classifier provided a solution for tackling a large volume of search results from the update search, and screening volume was reduced by 61%. A tentative estimate indicates over 25 hours screening time was saved. Custom-built machine classifiers are feasible for reducing screening workload from update searches across a range of public health interventions, with some limitation on recall. Key considerations include selecting a training dataset, agreeing stopping thresholds and processes to ensure smooth workflows

    Reducing systematic review workload using text mining: opportunities and pitfalls

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    This EAHIL workshop focussed on three applications of text mining to assist with screening citations for systematic reviews, and encouraged participants to discuss issues affecting their adoption. This paper outlines these applications and summarises the factors raised by participants in relation to their uptake. Key aspects to uptake include having an accepted advantage over existing approaches, coupled with training and user support
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