Technological and human factors for supporting big data analytics in Saudi Arabian higher education

© 2020 26th Americas Conference on Information Systems, AMCIS 2020. All rights reserved. Big data analytics is an emerging technology that is widely utilized across industries and is increasingly discussed among researchers. This study investigates the effects of Technological and Human Factors for Big Data Analytics (THFFBDA) on technological improvements of big data analytics (BDA) towards improved decision making by top management in Saudis' Higher Education. This paper seeks to enhance our understanding of how these components impact on the implementation of big data analytics to improve decision making by top management in Saudi Arabian Higher Institutions. This study draws on the Sociotechnical theory to define and investigate THFFBDA, and the Delone & McLean Information System success model to highlight the technological improvements in BDA. This research paper concludes with propositions on the potential effects of THFFBDA on decision making among universities' top management and proposes a mixed-methods approach to study the above phenomenon

Solving the Klein-Gordon equation using Fourier spectral methods: A benchmark test for computer performance

The cubic Klein-Gordon equation is a simple but non-trivial partial differential equation whose numerical solution has the main building blocks required for the solution of many other partial differential equations. In this study, the library 2DECOMP&FFT is used in a Fourier spectral scheme to solve the Klein-Gordon equation and strong scaling of the code is examined on thirteen different machines for a problem size of 512^3. The results are useful in assessing likely performance of other parallel fast Fourier transform based programs for solving partial differential equations. The problem is chosen to be large enough to solve on a workstation, yet also of interest to solve quickly on a supercomputer, in particular for parametric studies. Unlike other high performance computing benchmarks, for this problem size, the time to solution will not be improved by simply building a bigger supercomputer.Comment: 10 page

The association between histamine 2 receptor antagonist use and Clostridium difficile infection: a systematic review and meta-analysis.

Background Clostridium difficile infection (CDI) is a major health problem. Epidemiological evidence suggests that there is an association between acid suppression therapy and development of CDI. Purpose We sought to systematically review the literature that examined the association between histamine 2 receptor antagonists (H2RAs) and CDI. Data source We searched Medline, Current Contents, Embase, ISI Web of Science and Elsevier Scopus from 1990 to 2012 for all analytical studies that examined the association between H2RAs and CDI. Study selection Two authors independently reviewed the studies for eligibility. Data extraction Data about studies characteristics, adjusted effect estimates and quality were extracted. Data synthesis Thirty-five observations from 33 eligible studies that included 201834 participants were analyzed. Studies were performed in 6 countries and nine of them were multicenter. Most studies did not specify the type or duration of H2RAs therapy. The pooled effect estimate was 1.44, 95% CI (1.22–1.7), I2 = 70.5%. This association was consistent across different subgroups (by study design and country) and there was no evidence of publication bias. The pooled effect estimate for high quality studies was 1.39 (1.15–1.68), I2 = 72.3%. Meta-regression analysis of 10 study-level variables did not identify sources of heterogeneity. In a speculative analysis, the number needed to harm (NNH) with H2RAs at 14 days after hospital admission in patients receiving antibiotics or not was 58, 95% CI (37, 115) and 425, 95% CI (267, 848), respectively. For the general population, the NNH at 1 year was 4549, 95% CI (2860, 9097). Conclusion In this rigorous systematic review and meta-analysis, we observed an association between H2RAs and CDI. The absolute risk of CDI associated with H2RAs is highest in hospitalized patients receiving antibiotics

Cost of hospital management of Clostridium difficile infection in United States - a meta-analysis and modelling study

Background: Clostridium difficile infection (CDI) is the leading cause of infectious nosocomial diarrhoea but the economic costs of CDI on healthcare systems in the US remain uncertain. Methods: We conducted a systematic search for published studies investigating the direct medical cost associated with CDI hospital management in the past 10 years (2005-2015) and included 42 studies to the final data analysis to estimate the financial impact of CDI in the US. We also conducted a meta-analysis of all costs using Monte Carlo simulation. Results: The average cost for CDI case management and average CDI-attributable costs per case were $42,316 (90$ 39,886, $44,765) and$ 21,448 (90 % CI: $21,152,$ 21,744) in 2015 US dollars. Hospital-onset CDIattributable cost per case was $34,157 (90$ 33,134, $35,180), which was 1.5 times the cost of communityonset CDI ($ 20,095 [ 90 % CI: $4991,$ 35,204]). The average and incremental length of stay (LOS) for CDI inpatient treatment were 11.1 (90 % CI: 8.7-13.6) and 9.7 (90 % CI: 9.6-9.8) days respectively. Total annual CDI-attributable cost in the US is estimated US$6.3 (Range:$ 1.9-$ 7.0) billion. Total annual CDI hospital management required nearly 2.4 million days of inpatient stay. Conclusions: This review indicates that CDI places a significant financial burden on the US healthcare system. This review adds strong evidence to aid policy-making on adequate resource allocation to CDI prevention and treatment in the US. Future studies should focus on recurrent CDI, CDI in long-term care facilities and persons with comorbidities and indirect cost from a societal perspective. Health-economic studies for CDI preventive intervention are needed.Sanofi PasteurSCI(E)[email protected]

Nouveaux genres de Pottiaceae pour la flore d’Arabie Saoudite et la péninsule arabique

Hyophila Brid., Leptophascum (Müll.Hal.) J.Guerra &amp; M.J.Cano et Plaubelia Brid. sont des nouveaux genres pour la bryoflore d’Arabie Saoudite alors que les deux derniers sont nouveaux pour la péninsule arabique. Ces genres sont représentés par une espèce chacun ; Hyophila baginsensis Müll.Hal., Leptophascum leptophyllum (Müll.Hal.) J.Guerra &amp; M.J.Cano et Plaubelia involuta (Magill) R.H.Zander. Hyophila baginsensis est un nouveau signalement pour la bryoflore du continent asiatique. Les espèces nouvellement signalées sont décrites et illustrées. Leurs sites, leurs habitats, leurs distributions, des éléments et des remarques floristiques sont donnés.Hyophila Brid., Leptophascum (Müll.Hal.) J.Guerra &amp; M.J.Cano and Plaubelia Brid. are new genera to the bryoflora of Saudi Arabia while the last two genera are new to the Arabian Peninsula. All these genera are represented by one species each namely; Hyophila baginsensis Müll.Hal., Leptophascum leptophyllum (Müll.Hal.) J.Guerra &amp; M.J.Cano and Plaubelia involuta (Magill) R.H.Zander. Hyophila baginsensis is a new record to the bryoflora of Asia continent. The new recorded species are described and illustrated. Their sites, habitats, distribution, elements and some floristic remarks are given.</p