1,721,386 research outputs found

    Going Beyond Counting First Authors in Author Co-citation Analysis

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    The present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed

    A Machine Learning Approach for Predicting Early Childhood Obesity among Ethnically Diverse Families

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    Early childhood obesity continues to be a clinical and public health challenge in the United States; almost a third of children ages 2-to-5 years old are either overweight or obese. Non-Hispanic Blacks (NHB) have double and Hispanics have triple the rates of obesity by age 5 compared to non-Hispanic Whites (NHW) and Asians (10.4%, 15.6%, 5.2%, and 5.0%, respectively). Current evidence suggests that pregnancy, infancy, and early childhood are critical periods in the development of overweight/obesity throughout the lifespan. However, the majority of studies included non-Hispanic White, high-income study samples, presenting serious doubts as to the generalizability of their conclusions. To better understand how early life factors impact the onset of childhood obesity by age 2, this study utilized data from the UHealth Electronic Medical Records (EMR) database. First, multivariate linear regression models were conducted on a series of prenatal and perinatal risk and protective variables and the outcome of zBMI at age 2 years. Next, race/ethnicity was analyzed as a moderator of the relationship between each of those risk/protective variables and zBMI at age 2 years. Finally, age- and sex-specific BMI percentiles were dichotomized into overweight versus lean and a series of data mining techniques were conducted to investigate predictors including 10-fold cross validation of logistic regression, Classification and Regression Trees (CART) methodology, and naïve Bayes estimation. Obesity complicating pregnancy and Medicaid use were consistent risk factors, and breastfeeding initiation was a consistent protective factor. Results from this dissertation inform clinical decision support recommendations as well as the development of obesity prevention interventions targeting pregnancy, prenatal, and early childhood developmental periods

    Variations on the Author

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    “Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship

    The Impact of Intrathecal Baclofen on Growth Among Children with Spasticity Ages 2-20 Years

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    Spasticity is present in 80% of children experiencing Cerebral Palsy (CP) and 50% of those having sustained a Traumatic Brain Injury (TBI) (Tilton, 2015; O'Shea, 2008). Growth impairment among children with motor disabilities secondary to a Central Nervous System (CNS) insult is common and interferes with mobility, functioning comfort, and Quality of Life (QOL) (Vles, 2011; Mallarkey, 2009; Krick, Murphy-Miller, Zeger, & Wright, 1996). Spasticity may range fro mild to severe involving any body part (Mallarkey, 2009). There are a broad range of treatment modalities for managing spasticity impacting the child, parent or caregiver, and a multidisciplinary healthcare team (Brashear & Lambeth, 2009; Duff & Morton, 2007). Historically, nutritional and hormonal abnormalities have been the key contributing factors for growth retardation in children exhibiting CP (Kuperminc & Stevenson, 2008; Thommessen, M. et al., 1991). Pediatric growth assessment is a standard of care for all children who seek medical care (Krick, Murphy-Miller, Zeger, & Wright, 1996). Monitoring growth parameters in children over time, while ensuring obtainment of expected standards set by the Centers for Disease Control (CDC) and the National Centers for Health Statistics, is imperative for managing deficiencies (Pryor & Thelander, 1967). Nutritional and non-nutritional treatment modalities are most effective for reducing the consequences of spasticity and growth impairment upon discovery of abnormalities (Kumperminc, et al., 2013). Clinical observations have concluded a probable association of heightened caloric expenditure in association with spasticity (Andrew & Sullivan, 2010; Hemingway, McGrogan & Freeman, 2001). Oral antispasmodic medications and physiotherapy are the first line of treatment when managing spasticity. The use of Intrathecal Baclofen (ITB) therapy is a safe and effective method for controlling generalized spasticity (Gilmartin, et al., 2000; Penn, 1992). The observed impact that ITB has on reducing spasticity has been demonstrated through numerous clinical trials; however, the association between the reduction of spasticity and subsequent growth lacks investigation (Awaad, et al., 2002; Shilt & Cabrera, 2005). Through the retrospective observation of growth measurements of height, weight, and Body Mass Index (BMI) over time, changes in growth of children receiving ITB was studied. The testing of the relation between spasticity management, growth, and ITB therapy through quantitative analysis was compromised due to lack of data. Case studies were additionally performed to observe the growth over time in six subjects who had the greatest documentation of growth measurements. Among the case studies, two males presented with normal growth compared to four females who had growth below that compared to their peers. All case studies demonstrated controlled spasticity with the implementation of ITB and reduced Ashworth spasticity scores. Despite the lack of data, a linear regression analysis was conducted for random slopes and intercepts based upon z-scores. The results demonstrated a non-significant increase in height and weight, and a significant decrease in BMI among the sample group. These findings warrant the conduction of as study design allowing for appropriate standards of measurements to be performed at specific times for children experiencing spasticity receiving ITB and those who are not receiving ITB. The literature review supports improvements in growth secondary to ITB administration for the reduction of spasticity and with the implementation of gastrostomy tube feedings (Henderson, et al., 2007). The implementation of standard of care for all children, specifically those with CNS disorders is crucial to the early identification of growth retardation (Pin, McCartney, Lewis & Waugh, 2011).</p

    Appropriate Similarity Measures for Author Cocitation Analysis

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    We provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
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