University of Salford

About: University of Salford is a education organization based out in Salford, Manchester, United Kingdom. It is known for research contribution in the topics: Population & Thin film. The organization has 13049 authors who have published 22957 publications receiving 537330 citations. The organization is also known as: University of Salford Manchester & The University of Salford Manchester.

Long-term course of hospitalization for schizophrenia: Part I. Risk for rehospitalization.

Abstract: The probability of rehospitalization following the initial discharge on which a diagnosis of schizophrenia was made is described using data from psychiatric case registers in Victoria, Australia; Maryland, U.S.A.; Denmark; and Salford, England. The percentage eventually rehospitalized, after followup intervals as long as two decades, varies from about 50 to 80 percent in the four service systems. Survival curves for duration in the community without rehospitalization bend sharply in the period between 2 and 3 years following discharge in all four cohorts and are almost flat after 20 years. Early age of onset predicts higher risk for rehospitalization in multivariate proportional hazards models in each cohort. When age of onset is included as a covariate, neither gender nor marital status has consistent or statistically significant effects on risk for rehospitalization.

Influence of previous pain experience on the episode incidence of low back pain: results from the South Manchester Back Pain Study

Abstract: Background: A pathological cause cannot be identified for most new episodes of low back pain (LBP) presenting to the general practitioner. One important potential influence on susceptibility is previous pain experience. To accurately investigate the contribution of this phenomenon to the onset of new episodes of LBP a prospective population study is required. Aims: To determine the relationship of prior pain in the back and other musculoskeletal sites to risk of subsequent new episodes of LBP. Methods: The population studied included all 2715 adults from the South Manchester Back Pain Study who were free of LBP during the month prior to the baseline survey. At baseline a detailed musculoskeletal pain history was obtained. New episodes of LBP over the subsequent 12 months were ascertained by: (i) prospectively monitoring all primary care consultations in the study cohort (consulting episodes) and (ii) a follow-up survey after 1 year to determine new episodes during that 12-month period not leading to consultation (non-consulting episodes). Results: The 12-month cumulative incidence of new consulting episodes was 3% in males and 5% in females, and for new non-consulting episodes 31% in males and 32% in females. Those with a history of previous LBP had twice the rate of new episodes, both consulting and non-consulting, compared to those with no LBP in the past. Neck pain or pain in other musculoskeletal sites at baseline also doubled the risk of a subsequent new episode of LBP. Adjusting for psychological distress and the other pain variables had little influence on the findings. Conclusion: In those currently free of LBP a previous history of the symptom substantially increases the risk of a further episode, with pain in other sites an equally strong independent predictor of subsequent LBP.

A survey of cost-sensitive decision tree induction algorithms

Abstract: The past decade has seen a significant interest on the problem of inducing decision trees that take account of costs of misclassification and costs of acquiring the features used for decision making. This survey identifies over 50 algorithms including approaches that are direct adaptations of accuracy-based methods, use genetic algorithms, use anytime methods and utilize boosting and bagging. The survey brings together these different studies and novel approaches to cost-sensitive decision tree learning, provides a useful taxonomy, a historical timeline of how the field has developed and should provide a useful reference point for future research in this field.

A further exploration into information systems development: the evolution of Multiview2

Abstract: Multiview was defined in 1985 and has been since refined to become an influential approach to information systems development. It has soft and hard aspects and, as a contingency approach, is not prescriptive but adapted to the particular situation in the organization and the application. Observations and reflections on Multiview in action over the last ten years together with more recent literature based on, for example, holism, emergence, multi‐causality, ethical analysis and technology foresight, form the basis for a new definition of Multiview. Changes in the domain of information systems are also taken into account. Away from centralized technology, long lead times and hierarchical organizations, towards networks, new organizational forms, business processes, informational products and services, and the removal of time and space constraints on human activity. This paper underlines the need for IS researchers to learn about methodologies as they are used in practice (rather than as described in text books) and for methodologies to evolve in response to changes in the domain in which they are applied.