Data Science Body of Knowledge

2020 ◽  
pp. 43-73
Author(s):  
Juan J. Cuadrado-Gallego ◽  
Yuri Demchenko
Keyword(s):  
Data Science ◽  
Body Of Knowledge

scholarly journals Scientometric Evaluation of Published Articles in Travel Medicine and Global Health

2021 ◽  
Vol 9 (2) ◽  
pp. 73-77
Author(s):  
William Wen Oh ◽  
Nizrull Nasir ◽  
Gerard Thomas Flaherty
Keyword(s):  
Global Health ◽  
Data Science ◽  
Travel Medicine ◽  
The Body ◽  
General Category ◽  
Health Tourism ◽  
Body Of Knowledge ◽  
Medical Discipline ◽  
The Subject ◽  
Scientometric Evaluation

Introduction: Travel medicine has become firmly established as a medical discipline and, as such, it should undergo periodic assessment of its productivity. Scientometrics is a field of study related to data science, which concerns itself with the measurement and analysis of published scholarly literature. Methods: A scientometric evaluation was conducted of all 240 articles published through February 2021 in the International Journal of Travel Medicine and Global Health (IJTMGH), one of the few academic journals dedicated to the study of travel medicine. Results: The majority of articles belonged to the general category of travel medicine (62%, n=149), with 38% of articles (n=91) being focused on global health and non-travel related infectious diseases. The 149 travel medicine-related articles mapped onto the Body of Knowledge syllabus of the International Society of Travel Medicine, with the majority of articles addressing the domain of pre-travel assessment of travellers (49.7%, n=74), including the sub-domains of patient evaluation, special populations of travellers, special itineraries, prevention and self-treatment, and communication of risks to travellers. The most common thematic designation of IJTMGH articles related to medical and health tourism (12.1%, n=29). High levels of geographic diversity, multi-authorship and inter-institutional collaboration were observed in the journal. The subject matter of the most cited and most popular articles reflected the broad coverage of travel medicine and global health by IJTMGH. Conclusion: We recommend that future bibliometric and citation analyses be performed, which will further enhance our understanding of the evolution of these dynamic fields of academic study.

Perspectives on Policy and the Value of Nursing Science in a Big Data Era

2017 ◽  
Vol 31 (1) ◽  
pp. 78-81 ◽  
Author(s):  
Sheila M. Gephart ◽  
Mary Davis ◽  
Kimberly Shea
Keyword(s):  
Big Data ◽  
Data Science ◽  
Epistemic Values ◽  
Data Movement ◽  
Nursing Science ◽  
Body Of Knowledge ◽  
Data Volume ◽  
Domain Expertise

As data volume explodes, nurse scientists grapple with ways to adapt to the big data movement without jeopardizing its epistemic values and theoretical focus that celebrate while acknowledging the authority and unity of its body of knowledge. In this article, the authors describe big data and emphasize ways that nursing science brings value to its study. Collective nursing voices that call for more nursing engagement in the big data era are answered with ways to adapt and integrate theoretical and domain expertise from nursing into data science.

scholarly journals Evaluation EDISON's data science competency framework through a comparative literature analysis

2021 ◽  
Vol 0 (0) ◽  
pp. 0
Author(s):  
Karl R. B. Schmitt ◽  
Linda Clark ◽  
Katherine M. Kinnaird ◽  
Ruth E. H. Wertz ◽  
Björn Sandstede
Keyword(s):  
Comparative Literature ◽  
Data Science ◽  
Competency Framework ◽  
Literature Analysis ◽  
The European Union ◽  
Course Materials ◽  
Body Of Knowledge ◽  
Science Degree ◽  
Science Framework ◽  
Strong Agreement

<p style='text-indent:20px;'>During the emergence of Data Science as a distinct discipline, discussions of what exactly constitutes Data Science have been a source of contention, with no clear resolution. These disagreements have been exacerbated by the lack of a clear single disciplinary 'parent.' Many early efforts at defining curricula and courses exist, with the EDISON Project's Data Science Framework (EDISON-DSF) from the European Union being the most complete. The EDISON-DSF includes both a Data Science Body of Knowledge (DS-BoK) and Competency Framework (CF-DS). This paper takes a critical look at how EDISON's CF-DS compares to recent work and other published curricular or course materials. We identify areas of strong agreement and disagreement with the framework. Results from the literature analysis provide strong insights into what topics the broader community see as belonging in (or not in) Data Science, both at curricular and course levels. This analysis can provide important guidance for groups working to formalize the discipline and any college or university looking to build their own undergraduate Data Science degree or programs.</p>

Model-Based Clustering and Classification for Data Science

2019 ◽  
Author(s):  
Charles Bouveyron ◽  
Gilles Celeux ◽  
T. Brendan Murphy ◽  
Adrian E. Raftery
Keyword(s):  
Data Science ◽  
Model Based Clustering ◽  
Model Based ◽  
Clustering And Classification

Characterization of the Original Christmas Disease Mutation (Cysteine 206 → Serine): From Clinical Recognition to Molecular Pathogenesis

1992 ◽  
Vol 67 (01) ◽  
pp. 063-065 ◽  
Author(s):  
Sherryl A M Taylor ◽  
Jacalyn Duffin ◽  
Cherie Cameron ◽  
Jerome Teitel ◽  
Bernadette Garvey ◽  
...  
Keyword(s):  
Nucleotide Substitution ◽  
Novel Mutation ◽  
Factor Ix ◽  
Causative Mutation ◽  
Coding Region ◽  
Body Of Knowledge ◽  
Polymerase Chain ◽  
Splice Junctions

SummaryChristmas disease was first reported as a distinct clinical entity in two manuscripts published in 1952 (1, 2). The eponym associated with this disorder, is the surname of the first patient examined in detail and reported by Biggs and colleagues in a paper describing the clinical and laboratory features of seven affected individuals (3). This patient has severe factor IX coagulant deficiency (less than 0.01 units/ml) and no detectable circulating factor IX antigen (less than 0.01 units/ml). Coding sequence and splice junctions of the factor IX gene from this patient have been amplified in vitro through the polymerase chain reaction (PCR). One nucleotide substitution was identified at nucleotide 30,070 where a guanine was replaced by a cytosine. This mutation alters the amino acid encoded at position 206 in the factor IX protein from cysteine to serine. The non conservative nature of this substitution, the absence of this change in more than 200 previously sequenced factor IX genes and the fact that the remainder of the coding region of this gene was normal, all provide strong circumstantial evidence in favour of this change being the causative mutation in this patient. The molecular characterization of this novel mutation in the index case of Christmas disease, contributes to the rapidly expanding body of knowledge pertaining to Christmas disease pathogenesis.

Meanings of burnout and resilience in Ontario dietitians

2012 ◽  
Vol 1 (2) ◽  
pp. 13-20
Author(s):  
Yuka Asada
Keyword(s):  
Job Stress ◽  
Professional Growth ◽  
Maslach Burnout Inventory ◽  
Professional Relationships ◽  
Contributing Factors ◽  
Dietetic Education ◽  
Body Of Knowledge ◽  
Growth And Change ◽  
And Training ◽  
Preventative Approach

  ABSTRACT   Objectives: Although experiences of burnout are well documented among some health professionals, there is limited research that explores similar experiences among dietitians. This study aims (1) to describe the varied qualitative dimensions of burnout that are particular to dietitians and (2) to identify the factors that might be deemed protective against burnout. Methods: Fourteen dietitians were recruited from a larger quantitative study that assessed prevalence of burnout in Ontario, Canada using the Maslach Burnout Inventory (MBI). Those who completed the MBI were invited to participate in two phenomenological interviews. Transcribed interviews were analyzed by naïve readings and identified meaning units with a larger team for increased rigor and trustworthiness. Results: Dietitians describe burnout as having bodily and overall health consequences. Both social/professional relationships and dietitians’ passion for their work contributed to experiences of burnout and resilience. Opportunities for continued professional growth and change were contributing factors for resilience. Implications & Conclusions: This study contributes to the limited body of knowledge on dietitians’ lived experiences of burnout and resilience. The findings have implications for those involved in the education and training of student dietitians, and for those in a position to offer support to dietitians who are struggling with job stress. In the context of fostering resilience, a preventative approach to dietetic education is explored with the intention to protect future practitioners from burnout.

Every Detail Counts: Robert Stoller, Perversion and the Production of Pornography

2020 ◽  
Vol 22 (1) ◽  
pp. 35-52
Author(s):  
Jeffrey Escoffier
Keyword(s):  
Film Industry ◽  
Ethnographic Study ◽  
Systematic Method ◽  
Body Of Knowledge ◽  
Sexuality And Gender ◽  
Pornographic Film ◽  
And Gender ◽  
Do So

After the publication of his pioneering book Sexual Excitement in 1979, Robert Stoller devoted the last 12 years of his life to the study of the pornographic film industry. To do so, he conducted an ethnographic study of people working in the industry in order to find out how it produced ‘perverse fantasies’ that successfully communicated sexual excitement to other people. In the course of his investigation he observed and interviewed those involved in the making of pornographic films. He hypothesized that the ‘scenarios’ developed and performed by people in the porn industry were based on their own perverse fantasies and their frustrations, injuries and conflicts over sexuality and gender; and that the porn industry had developed a systematic method and accumulated a sophisticated body of knowledge about the production of sexual excitement. This paper explores Stoller's theses and shows how they fared in his investigation.

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