89 research outputs found

    Community-Centered Responses to Ebola in Urban Liberia: The View from Below

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    The West African Ebola epidemic has demonstrated that the existing range of medical and epidemiological responses to emerging disease outbreaks is insufficient, especially in post-conflict contexts with exceedingly poor healthcare infrastructures. This study provides baseline information on community-based epidemic control priorities and identifies innovative local strategies for containing EVD in Liberia.In this study the authors analyzed data from the 2014 Ebola outbreak in Monrovia and Montserrado County, Liberia. The data were collected for the purposes of program design and evaluation by the World Health Organization (WHO) and the Government of Liberia (GOL), in order to identify: (1) local knowledge about EVD, (2) local responses to the outbreak, and (3) community based innovations to contain the virus. At the time of data collection, the international Ebola response had little insight into how much local Liberian communities knew about Ebola, and how communities managed the epidemic when they could not get access to care due to widespread hospital and clinic closures. Methods included 15 focus group discussions with community leaders from areas with active Ebola cases. Participants were asked about best practices and what they were currently doing to manage EVD in their respective communities, with the goal of developing conceptual models of local responses informed by local narratives. Findings reveal that communities responded to the outbreak in numerous ways that both supported and discouraged formal efforts to contain the spread of the disease. This research will inform global health policy for both this, and future, epidemic and pandemic responses

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

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    Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency–Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research

    Effectiveness of Cognitive Training on Self-Esteem and Life Satisfaction of Female Perfectionist Students

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    Introdution: Studies have shown that perfectionists have less self-esteem and life satisfaction. Considering self-esteem and life satisfaction as the main mental health elements and in regard to thought, sensation and behavior as three inseparable human functions that have transactional relationships together, this study was carried out with the aim of examining the effectiveness of teaching cognitive methods on self-esteem and life satisfaction of female perfectionist students Method: This is an experimental research. The sample size was 60, chosen from female perfectionist students at the dormitory of the Islamic Azad University of Yazd in 2012. They were randomly assigned into two groups of trial and control. Cognitive methods were taught to the trial group. After two months of teaching, the data gathered from theresearch were analyzed through descriptive and analytic statistics. Results: It was shown that in the trial group, both self-esteem (p0.001) and life satisfaction (p0.001) were significantly higher compared with the control group. Conclusion: Considering the effectiveness of cognitive methods on increasing self-esteem and life satisfaction, teaching of these methods is recommended for cognitive rehabilitation, correction of the patterns of irrational thinking and belief and finally increasing mental health
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