Most organizations are awash in data – too much of it. And as many have learned, the ability to make effective, fact-based decisions is not dependent on the amount of data you have. Success is based on your ability to discover more meaningful and predictive insights from all the data you capture.
That’s where predictive analytics and data mining come into play. Data mining looks for hidden patterns in your data that can be used to predict future behavior. Businesses, scientists and governments have used this approach for years to transform data into proactive insights. The same approach applies to business issues across virtually any industry.
Generally, data mining (sometimes called data or knowledge discovery) is the process of analyzing data from different perspectives and summarizing it into useful information - information that can be used to increase revenue, cuts costs, or both. Data mining software is one of a number of analytical tools for analyzing data. It allows users to analyze data from many different dimensions or angles, categorize it, and summarize the relationships identified. Technically, data mining is the process of finding correlations or patterns among dozens of fields in large relational databases.
Teacher has a great responsibility on determining the success of learning process of a language classroom as there are many elements that teachers need to take into account in establishing effective learning environment for their students whom may vary in terms of cultures, races, intellect, learning strategies and many more others. Hence, well thought leadins are indeed crucial to be applied in language classroom as it Arrendas (1998) has explained that leadin is a strategy that been used by teachers in the initial part of the lesson which aims at exposing the students to the content of the lesson as well as enabling the students to correlate the idea with their prior knowledge in order to create meaningful learning environment for the students. Prior to this matter, leadins is another important element in pedagogy that should not be taken lightly among the teachers and has to be explored deeper in order to be utilized effectively in their classrooms. As there is not much studies that are focused in this matter, it is hoped that it is the academic gap that the researchers hoped to fill in into the rapid development of academic field.
To make the comparison that one should never properly make, Higher Degree Research (HDR hereafter) supervision shares with parenting its status as that topic about which every person has an opinion. Watching other people supervise can be as exacerbating as observing a nonchalant parent whose child is throwing food in a café. When a postgraduate student takes directions that one could never possibly recommend, it is easy to imagine that better training was possible, that bad choices were made at crucial junctures, and that somewhere sits a parent reading the newspaper while the floor gets covered in spaghetti. The neglectful supervisor, like the neglectful parent, is easily viewed as a person of a certain type, such that quotidian discussions of supervision practices easily deteriorate into a moral commentary on personal virtues and vices. Although providing short-lived pious pleasures, the urge to judgment can be damaging to higher degree research cultures. Supervision practices need to be understood not as expressions of a moral disposition (friendly, mean, forgiving) or achievements of profound intelligence (the cult of the inept genius), but as institutionally responsive practices within a
broader tertiary system that remains unclear about what higher degree research should achieve, and apprehensive about what its graduates should aspire to afterwards.
So let’s start with the big picture. What is the purpose of schools in our society? Why do societies invest so many resources into educating their young? Yes, we teach so that students will learn, but to what end? What is the point? Of what benefit and to whom is a well-educated public? These kind questions have to do with the philosophy of education. (A philosophy is a set of principles based on one’s values and beliefs that are used to guide one's behavior.) These kinds of questions greatly affect how we educate students yet, they do not get asked nearly enough. Below is a list of possible reasons for educating young humans. You will most likely find that it is hard to select just one; instead, there seems to be a variety of reasons or purposes.
What are the most popular practices and tactics for electronic student recruitment at the undergraduate level? To find out, Noel-Levitz conducted a web-based poll in the spring of 2014 as part of the firm’s continuing series of benchmark polls for higher education. As a special bonus, a number of gaps between campus practices and prospective students’ expectations are identified based on a parallel study of college-bound high school students in spring 2014 (see information at bottom).
When and how are today’s prospective undergraduate students entering the recruitment funnel and moving through it? This report provides funnel conversion and yield rate benchmarks for particular student groups and particular entry points, such as in-state vs. out-of-state FTIC (first-time-in-college) students, campus visitors, transfer students, and other groups. By comparing these external benchmarks to their own internal benchmarks, campus enrollment teams can more accurately forecast the conversion and yield rates to expect at each stage of the college decision process.
What’s working in adult learner recruitment and marketing and which practices are most widely used? To find out, Ruffalo Noel Levitz conducted a 72-item, web-based poll in April 2015 as part of the firm’s continuing series of benchmark polls for higher education. Because undergraduate and graduate programs often employ similar practices to attract adult learners, this report combines its findings across undergraduate and graduate levels. For a profile of the poll respondents, please refer to the Appendix, page 41. Note that all respondents in this study had at least one adult-focused degree program.
Reading instruction has been reformed successfully in the primary grades, but with no consequent improvement in adolescent literacy. This commentary asks the question: What changes can the states and federal government make to education policy that will boost adolescent reading achievement?
Well-written course outcomes and lesson objectives are the critical foundation of a successful course. Course outcomes and lesson objectives are essential from a standards alignment standpoint, as well as for an overall quality measure of the course.
A learning outcome is a formal statement of what students are expected to learn. Learning outcome statements refer to specific knowledge, practical skills, areas of professional development, attitudes, higher-order thinking skills, etc. that faculty members expect students to develop, learn, or master during a course (Suskie, 2004). Learning outcomes are also often referred to as “expected learning outcomes”, “student learning outcomes”, or “learning outcome statements”.
In his 1984 book Experiential Learning, David Kolb describes the role of experience in learning.1 Kolb’s Learning Cycle is a conceptual model that frames learning as an active process engaged in by adults as they grasp and transform experience into learning and development through action and reflection.2 According to the model, learners’ understandings deepen and broaden through an iterative process, supported by teaching actions and assessment processes.
Using a variety of research approaches and instruments, previous research has revealed what university students tend to see as benefits and disadvantages of the integration of research in teaching. In the present study, a questionnaire was developed on the basis of categorizations of the research–teaching nexus in the literature. The aim of the Student Perception of Research Integration Questionnaire (SPRIQ) is to determine the factors that capture the way students perceive research integration in their courses. The questionnaire was administered among 221 students from five different undergraduate courses at a research intensive university in The Netherlands. Data analysis revealed four factors regarding research integration: motivation, reflection, participation, and current research. These factors are correlated with students’ rating of the quality of the course and
with their beliefs about the importance of research for their learning. Moreover, courses could be distinguished in terms of research intensiveness, from the student perspective, based on the above-mentioned factors. It is concluded that the SPRIQ helps to understand how students perceive research integration in specific courses and is a promising tool to give feedback to teachers and program managers who aim to strengthen links between research, teaching, and student learning.
As health humanities programs grow and thrive across the country, encouraging medical students to read, write, and become more reflective about their professional roles, educators must bring a sense of self-reflexivity to the discipline itself. In the health humanities, novels, patient histories, and pieces of reflective writing are often treated as architectural spaces or “homes”
that one can enter and examine. Yet, narrative-based learning in health care settings does not always allow its participants to feel “at home”; when not taught with a critical attention to power and pedagogy, the health humanities can be unsettling and even dangerous. Educators can mitigate these risks by considering not only what they teach but also how they
teach it.
In this essay, the authors present three pedagogical pillars that educators can use to invite learners to engage more fully, develop critical awareness of medical narratives, and feel “at home” in the health humanities. These pedagogical pillars are narrative humility (an awareness of one’s prejudices, expectations, and frames of listening), structural competency (attention to
sources of power and privilege), and engaged pedagogy (the protection of students’ security and well-being). Incorporating these concepts into pedagogical practices can create safe and productive classroom spaces for all, including those most vulnerable and at risk of being “unhomed” by conventional hierarchies and oppressive social structures. This model then can
be translated through a parallel process from classroom to clinic, such that empowered, engaged, and cared for learners become empowering, engaging, and caring clinicians.
This report was commissioned by the Canadian Council of Chief Executives (CCCE) as part of a multi-year effort to improve the quality of education and skills training in Canada while enhancing young people’s ability to succeed in the 21st century job market. Opinions in the paper are those of the author and do not necessarily reflect the views of the CCCE or its members.
Engaging communities in research increases its relevance and may speed the translation of discoveries into improved health outcomes. Many researchers lack training to effectively engage stakeholders, whereas academic institutions lack infrastructure to support community engagement.
One of the advantages of academic-occupational integration is that it provides an opportunity to teach reading and writing skills in the context of the workplace applications, permitting literacy skills and content knowledge to develop simultaneously. This approach, a form of contextualized instruction (Mikulecky, 1998) is distinctly different from traditional approaches which see literacy skills as a prerequisite to learning content (Sticht, 1995). The purpose of this segment is to provide descriptions of a variety of ways in which instructors in community colleges are contextualizing literacy instruction in occupational content. The instructional activities are discussed in Perin (2000a).
The aim of this study was to review the existing literature on game-based digital interventions for depression systematically and examine their effectiveness through a meta-analysis of randomized controlled trials (RCTs). Database searching was conducted using specific search terms and inclusion criteria. A standard meta-analysis was also conducted of available RCT studies with a random effects model. The standard mean difference (Cohen’s d) was used to calculate the effect size of each study. Nineteen studies were included in the review, and 10 RCTs (eight studies) were included in the meta-analysis. Four types of game interventions—psycho-education and training, virtual reality exposure therapy, exercising, and entertainment—were identified, with various types of support delivered and populations targeted. The meta-analysis revealed a moderate effect size of the game interventions for depression therapy at posttreatment (d= -0.47 [95% CI - 0.69 to - 0.24]). A subgroup analysis
showed that interventions based on psycho-education and training had a smaller effect than those based on the other forms, and that self-help interventions yielded better outcomes than supported interventions. A higher effect was achieved when a waiting list was used as the control. The review and meta-analysis support the effectiveness of game-based digital interventions for depression. More large-scale, high-quality RCT studies with sufficient long-term data for treatment evaluation are needed.
Social networking sites (SNSs) have gained substantial popularity among youth in recent years. However, the relationship between the use of these Web-based platforms and mental health problems in children and adolescents is unclear. This study investigated the association between time spent on SNSs and unmet need for mental health support, poor self-rated mental health, and reports of psychological distress and suicidal ideation in a representative sample of middle and high school children in Ottawa, Canada. Data for this study were based on 753 students (55% female; Mage = 14.1 years) in grades 7–12 derived from the 2013 Ontario Student Drug Use and Health Survey. Multinomial logistic regression was used to examine the associations between mental health variables and time spent using SNSs. Overall, 25.2% of students reported using SNSs for more than 2 hours every day, 54.3% reported using SNSs for 2 hours or less every day, and 20.5% reported infrequent or no
use of SNSs. Students who reported unmet need for mental health support were more likely to report using SNSs for more than 2 hours every day than those with no identified unmet need for mental health support. Daily SNS use of more than 2 hours was also independently associated with poor self-rating of mental health and experiences of high levels of psychological distress and suicidal ideation. The findings suggest that students with poor mental health may be greater users of SNSs. These results indicate an opportunity to enhance the presence of health service providers on SNSs in order to provide support to youth.
The earliest studies of undergraduate retention in the United States occurred in the 1930s and focused on what was referred to at the time as student mortality: the failure of students to graduate (Berger & Lyon, 2005). Historically higher education research has had an eye toward pathology with a focus on repairing students’ problems (Shushok & Hulme, 2006). To this end, much research exists on why students fail to persist as opposed to why they succeed. Strength-based approaches to the study of undergraduate retention involve studying successful students. Studying what is right with students may illuminate new aspects of successful student experiences which can in turn be applied to supporting all students. This paper will provide a brief historical overview of undergraduate retention followed by factors commonly related to undergraduate retention. Finally, an overview of the recent application of motivational theories to understand undergraduate retention including attribution theory, expectancy theory, goal setting theory, self-efficacy beliefs, academic self-concept, motivational orientations and optimism will be provided. Considerations for the future of motivational theories in undergraduate retention will be discussed with particular emphasis on the value of strength-based approaches to study and practice.
The primary objectives of the Pan-Canadian Education Indicators Program (PCEIP) are to develop and maintain a set of statistics that provide information about education and learning in Canada and to support evidence-based policy making. PCEIP has been doing this since publishing its first set of education indicators for Canada and its jurisdictions in 1996. In September 2009, a set of international indicators was introduced in the first edition of Education Indicators in Canada: An International Perspective. Each year, this PCEIP series presents indicators for Canada and its provinces/territories, placing them in a broader international context. The report has been designed to complement and expand upon the information for Canada that is provided annually to the Organisation for Economic Co-operation and Development (OECD) for publication in its Education at a Glance (EAG) report. The international context provided by the report supports the mission of the Canadian Education Statistics Council (CESC) to “create and commit to comprehensive and long-term strategies, plans, and programs to collect, analyze, and disseminate nationally and internationally policy-relevant and comparable statistical information.”