The experience of teaching statistics to non-specialist students in Saudi universities

Undoubtedly, statistics has become one of the most important subjects in the modern world, where its applications are ubiquitous. The importance of statistics is not limited to statisticians, but also impacts upon non-statisticians who have to use statistics within their own disciplines. Several studies have indicated that most of the academic departments around the world have realized the importance of statistics to non-specialist students. Therefore, the number of students enrolled in statistics courses has vastly increased, coming from a variety of disciplines. Consequently, research within the scope of statistics education has been able to develop throughout the last few years. One important issue is how statistics is best taught to, and learned by, non-specialist students. This issue is controlled by several factors that affect the learning and teaching of statistics to non-specialist students, such as the use of technology, the role of the English language (especially for those whose first language is not English), the effectiveness of statistics teachers and their approach towards teaching statistics courses, students’ motivation to learn statistics and the relevance of statistics courses to the main subjects of non-specialist students. Several studies, focused on aspects of learning and teaching statistics, have been conducted in different countries around the world, particularly in Western countries. Conversely, the situation in Arab countries, especially in Saudi Arabia, is different; here, there is very little research in this scope, and what there is does not meet the needs of those countries towards the development of learning and teaching statistics to non-specialist students. This research was instituted in order to develop the field of statistics education. The purpose of this mixed methods study was to generate new insights into this subject by investigating how statistics courses are currently taught to non-specialist students in Saudi universities. Hence, this study will contribute towards filling the knowledge gap that exists in Saudi Arabia. This study used multiple data collection approaches, including questionnaire surveys from 1053 non-specialist students who had completed at least one statistics course in different colleges of the universities in Saudi Arabia. These surveys were followed up with qualitative data collected via semi-structured interviews with 16 teachers of statistics from colleges within all six universities where statistics is taught to non-specialist students in Saudi Arabia’s Eastern Region. The data from questionnaires included several types, so different techniques were used in analysis. Descriptive statistics were used to identify the demographic characteristics of the participants. The chi-square test was used to determine associations between variables. Based on the main issues that are raised from literature review, the questions (items scales) were grouped and five key groups of questions were obtained which are: 1) Effectiveness of Teachers; 2) English Language; 3) Relevance of Course; 4) Student Engagement; 5) Using Technology. Exploratory data analysis was used to explore these issues in more detail. Furthermore, with the existence of clustering in the data (students within departments within colleges, within universities), multilevel generalized linear models for dichotomous analysis have been used to clarify the effects of clustering at those levels. Factor analysis was conducted confirming the dimension reduction of variables (items scales). The data from teachers’ interviews were analysed on an individual basis. The responses were assigned to one of the eight themes that emerged from within the data: 1) the lack of students’ motivation to learn statistics; 2) students' participation; 3) students’ assessment; 4) the effective use of technology; 5) the level of previous mathematical and statistical skills of non-specialist students; 6) the English language ability of non-specialist students; 7) the need for extra time for teaching and learning statistics; and 8) the role of administrators. All the data from students and teachers indicated that the situation of learning and teaching statistics to non-specialist students in Saudi universities needs to be improved in order to meet the needs of those students. The findings of this study suggested a weakness in the use of statistical software applications in these courses. This study showed that there is lack of application of technology such as statistical software programs in these courses, which would allow non-specialist students to consolidate their knowledge. The results also indicated that English language is considered one of the main challenges in learning and teaching statistics, particularly in institutions where English is not used as the main language. Moreover, the weakness of mathematical skills of students is considered another major challenge. Additionally, the results indicated that there was a need to tailor statistics courses to the needs of non-specialist students based on their main subjects. The findings indicate that statistics teachers need to choose appropriate methods when teaching statistics courses.

INSTRUCTIONS FOR AUTHORS Guidelines Library edition of the Bulletin

This handbook is the original papers on experiences, innovations, reviews, technical advances and trends in theory and practice of professionals in information science (LIS, documentation, information, communication, etc..).Its purpose is to serve as a dissemination tool, discussion forum, a means of supporting the professional development and continuing education, experience-sharing tool, and a window to understanding the changes that occur in the professional environment.

Towards a Research Proposal Outline of the Central Library

Few studies relating to librarianship as a science, because it is argued that the Library lacks a body of theory, an object of study and methodology of its own. According to Murcia and Tamayo "science is a critical task not dogmatic, that puts all its cases to trial and criticism." 0 is, science tests the presumed knowledge. He adds that science related facts and interconnected with each other, in order to achieve logical connections that allow the provision of postulates and axioms from the systematization achieved through research and the scientific method to determine the objectivity that exists between facts and phenomena. For him, scientific research is the instrument by which science makes it to scientific knowledge. (1982, p. 11)

Conceptualisation, design and development of a primary school based child healthy weight intervention

INTRODUCTION: In common with much of the developed world, Scotland has a severe and well established problem with overweight and obesity in childhood with recent figures demonstrating that 31% of Scottish children aged 2-15 years old were overweight including obese in 2014. This problem is more pronounced in socioeconomically disadvantaged groups and in older children across all economic groups (Scottish Health Survey, 2014). Children who are overweight or obese are at increased risk of a number of adverse health outcomes in the short term and throughout their life course (Lobstein and Jackson-Leach, 2006). The Scottish Government tasked all Scottish Health Boards with developing and delivering child healthy weight interventions to clinically overweight or obese children in an attempt to address this health problem. It is therefore imperative to deliver high quality, affordable, appropriately targeted interventions which can make a sustained impact on children’s lifestyles, setting them up for life as healthy weight adults. This research aimed to inform the design, readiness for application and Health Board suitability of an effective primary school-based curricular child healthy weight intervention. METHODS: the process involved in conceptualising a child healthy weight intervention, developing the intervention, planning for implementation and subsequent evaluation was guided by the PRECEDE-PROCEED Model (Green and Kreuter, 2005) and the Intervention Mapping protocol (Lloyd et al. 2011). RESULTS: The outputs from each stage of the development process were used to formulate a child healthy weight intervention conceptual model then develop plans for delivery and evaluation. DISCUSSION: The Fit for School conceptual model developed through this process has the potential to theoretically modify energy balance related behaviours associated with unhealthy weight gain in childhood. It also has the potential to be delivered at a Health Board scale within current organisational restrictions.

SEMIPARAMETRIC METHODS IN THE ESTIMATION OF TAIL PROBABILITIES AND EXTREME QUANTILES

In quantitative risk analysis, the problem of estimating small threshold exceedance probabilities and extreme quantiles arise ubiquitously in bio-surveillance, economics, natural disaster insurance actuary, quality control schemes, etc. A useful way to make an assessment of extreme events is to estimate the probabilities of exceeding large threshold values and extreme quantiles judged by interested authorities. Such information regarding extremes serves as essential guidance to interested authorities in decision making processes. However, in such a context, data are usually skewed in nature, and the rarity of exceedance of large threshold implies large fluctuations in the distribution's upper tail, precisely where the accuracy is desired mostly. Extreme Value Theory (EVT) is a branch of statistics that characterizes the behavior of upper or lower tails of probability distributions. However, existing methods in EVT for the estimation of small threshold exceedance probabilities and extreme quantiles often lead to poor predictive performance in cases where the underlying sample is not large enough or does not contain values in the distribution's tail. In this dissertation, we shall be concerned with an out of sample semiparametric (SP) method for the estimation of small threshold probabilities and extreme quantiles. The proposed SP method for interval estimation calls for the fusion or integration of a given data sample with external computer generated independent samples. Since more data are used, real as well as artificial, under certain conditions the method produces relatively short yet reliable confidence intervals for small exceedance probabilities and extreme quantiles.

Direito como efetividade e luta pela terra no Brasil

Tese (doutorado)—Universidade de Brasília, Faculdade de Direito, Programa de Pós-Graduação em Direito, 2016.

O belo antro e a grande oliveira : recepções da alegoria da caverna na tradição neoplatônica

Desde a Magna Grécia de Pitágoras, Empédocles e Parmênides, passando pelas relações “perigosas” entre a sabedoria nascente e as tradições órfico-dionisíacas, em nítida continuidade com a mitologia arcaica e as narrativas teogônicas, dialogando com as práticas médicas asclepíades, a filosofia antiga visita cavernas. A caverna da República, uma das mais poderosas e fecundas alegorias do pensamento ocidental, é simultaneamente herdeira e ponto de fuga da longa trajetória dessa metáfora. Não se pretende aqui, no entanto, compreender a imagem platônica como a consumação de uma velha tradição filosófica que “pensa em cavernas”; procura-se, antes, iluminar essa alegoria com a interpretação oferecida pela filosofia acadêmica posterior. No Antro das Ninfas, Porfírio parte de 11 versos de Homero (Od. XIII, 102-112) para habilmente desenhar uma exegese inspirada na teoria platônica da alma. A lectio porfiriana permite sugerir que a imagem da caverna revela algo mais que uma simples alegoria literária. Ela dá prova da existência de relações dialógicas e circulares entre a filosofia platônica e o imaginário religioso popular do mundo antigo. _______________________________________________________________________________ ABSTRACT

THE ROLE OF RULES, EXAMPLES AND INDIVIDUAL DIFFERENCES IN THE ACQUISITION OF DECLARATIVE AND PROCEDURAL SECOND LANGUAGE KNOWLEDGE

The relevance of explicit instruction has been well documented in SLA research. Despite numerous positive findings, however, the issue continues to engage scholars worldwide. One issue that was largely neglected in previous empirical studies - and one that may be crucial for the effectiveness of explicit instruction - is the timing and integration of rules and practice. The present study investigated the extent to which grammar explanation (GE) before practice, grammar explanation during practice, and individual differences impact the acquisition of L2 declarative and procedural knowledge of two grammatical structures in Spanish. In this experiment, 128 English-speaking learners of Spanish were randomly assigned to four experimental treatments and completed comprehension-based task-essential practice for interpreting object-verb (OV) and ser/estar (SER) sentences in Spanish. Results confirmed the predicted importance of timing of GE: participants who received GE during practice were more likely to develop and retain their knowledge successfully. Results further revealed that the various combinations of rules and practice posed differential task demands on the learners and consequently drew on language aptitude and WM to a different extent. Since these correlations between individual differences and learning outcomes were the least observed in the conditions that received GE during practice, we argue that the suitable integration of rules and practice ameliorated task demands, reducing the burden on the learner, and accordingly mitigated the role of participants’ individual differences. Finally, some evidence also showed that the comprehension practice that participants received for the two structures was not sufficient for the formation of solid productive knowledge, but was more effective for the OV than for the SER construction.

Ideología y narrativa: la función significativa, el pensamiento estetizante y las relaciones humanas

This research deals with the study of ideology in the novel. Our motivation has philosophical implications and refers to fundamental and foundational issues of literary theory and aesthetics in general. Thus, the definition of the object of study for a correct formulation of these questions, as appropriate, represents the first difficulty of this research. The concept of ideology is of a problematic nature due to the polysemy of the term and the Marxist pejorative use associated to it. In our work, however, we understand ideology in a general and literal way: study and system of ideas. This research seeks to justify the study of ideology and its relevance in the investigation of narrative text as a system of ideas for understanding the world that determines the individual's relationship with it within the novel. The epistemological approach of our research relates the concept of ideology in terms of literary hermeneutics, critical theory, and dialogic criticism, linked trough the critical inquiry and the signifying function of ideology. Furthermore, the ideological representation of the signifying function in literary texts responds to aesthetic criteria, and therefore aesthetics constitutes the specificity of the methodological approach of this study. Bakhtińs essential text on literary theory, "The Problem of Content, Material and Form in Verbal Arts", allows us to develop an understanding of the literary phenomena based on the concept of aestheticided thought. The main references to establish the foundational criteria of our investigation based on the hermeneutic-aesthetic relationship are P. Ricoeur, M. Bakhtin, and J. Habermas...

A representação social do microempreendedor individual na publicidade do Sebrae

Dissertação (mestrado)—Universidade de Brasília, Faculdade de Comunicação, Programa de Pós-Graduação em Comunicação, 2015.

Evaluating tests for convergence of economic series using Monte Carlo methods with an application to real GDP's per head.

Doutoramento em Economia.

Chinese Outward Foreign Direct Investment: A Review of Empirical Research

In the past decade, Chinese outward foreign direct investment (OFDI) has become a major element of global capital flows. As a consequence, recent years have witnessed an increasing growth in the number of papers focusing on Chinese companies “going global.” This paper reviews 112 empirical papers focusing on Chinese OFDI that were published in major scholarly journals between 2002 and 2014. We report on individual and institutional contributions, citations, the theories and methods used and the research topics. We also identify the research gaps and discuss the implications of our literature review for future theory building.

Entre a teoria social e a teoria da justiça : intersubjetividade, normatividade e vulnerabilidade

Este artigo pretende apresentar os motivos por trás de algumas propostas intersubjetivistas na teoria social e na teoria da justiça. Primeiramente, tentarei desenvolver alguns temas da filosofia de Hegel no sentido de formular a tese de que se estabelece aí uma relação fundamental entre teoria social e teoria da justiça (1). Em seguida, pretendo especificar o conteúdo desta relação num argumento duplo: mostrando (a) que ela consiste, do ponto de vista da teoria social, em uma dialética entre socialização e individualização; e (b) que esta dialética se vincula ao problema da normatividade, tornando-se relevante para a teoria da justiça (2). Em terceiro lugar, desejo mostrar que a ética do discurso projetou uma ampliação filosófico-jurídica não apenas para estabilizar a tensão entre validade e facticidade, mas que também, não sendo apenas especializada em questões de justiça, assume a tarefa de pensar a vulnerabilidade daquela dialética (3). Finalmente, procuro mostrar como uma teoria da justiça fundada no conceito intersubjetivo de liberdade é capaz de preencher mais adequadamente esta lacuna, criando condições para uma crítica terapêutica da modernidade (4). ______________________________________________________________________________ ABSTRACT

INTEGRATION OF INSTRUMENTATION AND PROCESSING SOFTWARE OF A LASER SPECKLE CONTRAST IMAGING SYSTEM

Laser speckle contrast imaging (LSCI) has the potential to be a powerful tool in medicine, but more research in the field is required so it can be used properly. To help in the progression of Michigan Tech's research in the field, a graphical user interface (GUI) was designed in Matlab to control the instrumentation of the experiments as well as process the raw speckle images into contrast images while they are being acquired. The design of the system was successful and is currently being used by Michigan Tech's Biomedical Engineering department. This thesis describes the development of the LSCI GUI as well as offering a full introduction into the history, theory and applications of LSCI.

Injustice Everywhere: Hemingway's Struggle with Race, Gender, and Aesthetics

The purpose of this study was to critically evaluate the aesthetic decisions and theoretical complexity of three of Ernest Hemingway’s most experimental texts: IN OUR TIME, TO HAVE AND HAVE NOT, and THE GARDEN OF EDEN, and to show that the usually maligned Hemingway was an author invested in the avant-garde and in analyzing and dissecting rigid societal rules, not championing them. Through critical analysis this study examined how Hemingway makes specific aesthetic decisions in order to more clearly examine the disparity between whites and both women and racial minorities in America. The problems that Hemingway makes clear through his art are meant to have a profound effect upon the reader and encourage re-evaluation of societal rules, their purpose, and their fairness to those who are not white, male, and typically in a position of power. The findings demonstrate that Hemingway’s entire oeuvre is open to re-interpretation on the basis of a progressive view of the author.