2,550 research outputs found

    Energy science: principles, technologies, and impacts

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    Assessing recording delays in general practice records to inform near real-time vaccine safety surveillance using the Clinical Practice Research Datalink (CPRD).

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    PURPOSE: Near real-time vaccine safety surveillance (NRTVSS) is an option for post-licensure vaccine safety assessment. NRTVSS requires timely recording of outcomes in the database used. Our main objective was to examine recording delays in the Clinical Practice Research Datalink (CPRD) for outcomes of interest for vaccine safety to inform the feasibility of NRTVSS using these data. We also evaluated completeness of recording and further assessed reporting delays for hospitalized events in CPRD. METHODS: We selected Guillain-Barré syndrome (GBS), Bell's palsy (BP), optic neuritis (ON) and febrile seizures (FS), from January 2005 to June 2014. We assessed recording delays (e.g. due to feedback from specialist referral) in stand-alone CPRD by comparing the event and system dates and excluding delays >1 year. We used linked CPRD-hospitalization data to further evaluate delays and completeness of recording in CPRD. RESULTS: Among 51 220 patients for the stand-alone CPRD analysis (GBS: n = 830; BP: n = 12 602; ON: n = 1720; and FS: n = 36 236), most had a record entered within 1 month of the event date (GBS: 73.6%; BP: 93.4%; ON: 76.2%; and FS: 85.6%). A total of 13 482 patients, with a first record in hospital, were included for the analysis of linked data (GBS: n = 678; BP: n = 4060; ON: n = 485; and FS: n = 8321). Of these, <50% had a record in CPRD after 1 year (GBS: 41.3%; BP: 22.1%; ON: 22.4%; and FS: 41.8%). CONCLUSION: This work shows that most diagnoses in CPRD for the conditions examined were recorded with delays of ≤30 days, making NRTVSS possible. The pattern of delays was condition-specific and could be used to adjust for delays in the NRTVSS analysis. Despite low sensitivity of recording, implementing NRTVSS in CPRD is worthwhile and could be carried out, at least on a trial basis, for events of interest. © 2017 The Authors. Pharmacoepidemiology & Drug Safety Published by John Wiley & Sons Ltd

    Implementing near real-time vaccine safety surveillance using the Clinical Practice Research Datalink (CPRD).

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    INTRODUCTION: Near real-time vaccine safety surveillance (NRTVSS) using electronic health records is increasingly used to rapidly detect vaccine safety signals. NRTVSS has not been fully implemented in the UK. We assessed the feasibility of implementing this surveillance using the UK Clinical Practice Research Datalink (CPRD). METHODS: We selected seasonal influenza vaccine/Guillain-Barré Syndrome (GBS) as an example of a rare outcome and measles-mumps-rubella (MMR) vaccine/febrile seizures as a positive control. For influenza/GBS we implemented a system for the 2013/2014 and 2014/2015 influenza seasons; for MMR/seizures the surveillance period was July 2014-June 2015. We used the continuous Poisson-based maximized sequential probability ratio test (PMaxSPRT), comparing observed-to-expected events, for both pairs. We calculated an age-sex-adjusted rate using 5years of historic data and used this rate to calculate the expected number of events in pre-specified post-vaccination risk-window (GBS: 0-42days, seizures: 6-21days). For MMR/seizures we also implemented the system using the Binominal-based maximized sequential probability ratio test (BMaxSPRT). For this, we compared seizures in the risk-window (6-21days) to a control window (0-5 and 22-32days). Delays in recording outcomes influence the data available, so we adjusted the expected number of events using a historical distribution of delays in recording GBS/febrile seizures. Analyses were run using data up to each CPRD monthly release. We also performed power calculations for detecting increases in relative risk (RR) from 1.5 to 10. RESULTS: For influenza/GBS we implemented a system in both seasons with no signal. Power to detect a signal was >80% for RR≥4. For MMR/seizures we were able to identify a signal with PMaxSPRT but not with BMaxSPRT. Power≥80% for RR≥2.5 for both tests. CONCLUSION: CPRD is a potential data source to implement NRTVSS to exclude large increases in the risk of rare outcomes after seasonal influenza and lower increases in risk for more frequent outcomes

    Exploring the use of images to support short break conversations with unpaid carers

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    Purpose: Short breaks enable unpaid carers of all ages to have a life alongside caring, supporting their physical and emotional wellbeing. In the United Kingdom, short breaks are usually explored during a Carers Assessment. The conversations underpinning these assessments require considerable skill and presently there are few tools to support the exploration of short break needs, desired outcomes, and options. Images are used in other conversations to enhance communication, help people consider options and broaden thinking. We explored whether and how stakeholders thought images might support short break conversations. Approach: To improve access to meaningful short breaks, we need to be guided by the insights of unpaid carers, practitioners, commissioners, and policy makers. We hosted two online involvement events, designed to facilitate the exchange of perspectives and ideas amongst these diverse stakeholders. The events explored the acceptability, facilitators, and challenges of using images to enhance unpaid carer short break conversations. Findings: The online events were attended by 47 short break stakeholders. These stakeholders saw merit in using images to support short break conversations. They identified several facilitators and challenges to introducing images into practice. The paper highlights how this learning can inform future research and practice development. Originality: Supporting the wellbeing of older unpaid carers is a pertinent concern as the number of older unpaid carers continues to grow. This paper reports on how stakeholders have informed the earliest stages of practice and research development in a relevant area and provides a model of involvement that others can emulate

    Linking healthcare associated norovirus outbreaks: a molecular epidemiologic method for investigating transmission.

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    BACKGROUND: Noroviruses are highly infectious pathogens that cause gastroenteritis in the community and in semi-closed institutions such as hospitals. During outbreaks, multiple units within a hospital are often affected, and a major question for control programs is: are the affected units part of the same outbreak or are they unrelated transmission events? In practice, investigators often assume a transmission link based on epidemiological observations, rather than a systematic approach to tracing transmission.Here, we present a combined molecular and statistical method for assessing:1) whether observed clusters provide evidence of local transmission and2) the probability that anecdotally|linked outbreaks truly shared a transmission event. METHODS: 76 healthcare associated outbreaks were observed in an active and prospective surveillance scheme of 15 hospitals in the county of Avon, England from April 2002 to March 2003. Viral RNA from 64 out of 76 specimens from distinct outbreaks was amplified by reverse transcription-PCR and was sequenced in the polymerase (ORF 1) and capsid (ORF 2) regions. The genetic diversity, at the nucleotide level, was analysed in relation to the epidemiological patterns. RESULTS: Two out of four genetic and epidemiological clusters of outbreaks were unlikely to have occurred by chance alone, thus suggesting local transmission. There was anecdotal epidemiological evidence of a transmission link among 5 outbreaks pairs. By combining this epidemiological observation with viral sequence data, the evidence of a link remained convincing in 3 of these pairs. These results are sensitive to prior beliefs of the strength of epidemiological evidence especially when the outbreak strains are common in the background population. CONCLUSION: The evidence suggests that transmission between hospitals units does occur. Using the proposed criteria, certain hypothesized transmission links between outbreaks were supported while others were refuted. The combined molecular/epidemiologic approach presented here could be applied to other viral populations and potentially to other pathogens for a more thorough view of transmission

    Evaluation of the Social Services and Well-being (Wales) Act 2014 Literature Review

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    This document is a summary of the extensive review of the literature to inform the evaluation of the Social Services and Well-being (Wales) Act 2014 (hereafter referred to as ‘the Act’)
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