This chapter will provide potential models for analyzing learning data through a discussion of screening data and then analyzing that data using appropriate statistical techniques.

For many years, students have been taught to visualise data by drawing graphs. Recently, there has been a growing trend to teach statistics, particularly statistical concepts, using interactive and dynamic visualisation tools. Free down-loadable teaching and simulation software designed specifically for schools, and more general data visualisation…

Tabular presentations of student data often hide information about the switches in responses by individual students over the course of a semester. We extend unpublished work by Kanim on "escalator diagrams," which show changes in student responses from correct to incorrect (and vice versa) while representing pre- and postinstruction…

The education of students with special needs in an inclusive environment is becoming more widespread throughout the world. Similarly, in Turkey, the inclusion of students with disabilities has also improved. However, current statistical trends and developments within inclusive education are not well known. The purpose of this study is to provide a…

Since Joseph Nye introduced the concept of "Soft power" in his 1991 book, "Bound to Lead: The Changing Nature of American Power", analysts have discussed states' efforts to exercise their influence by attracting and co-opting rather than coercing or using force. This paper will examine enrolments trends in Indonesian language…

The present article covers the Ukrainian experience in one of the most complicated aspects of growing a child with the development disorder pertaining to such child's growing in the maternal family. It provides definition of the notion "maternal family", contains contemporary statistical data on the number of such families in Ukraine. It…

In 2008, state legislatures provided $6 billion in financial aid to 2 million low-income young adults. When low-income young adults receive state financial aid and do not complete college, states lose their investment because fewer people with degrees will contribute to the state's economy. Declining states' budgets have led to (a) the rising cost…

Lack of access to gifted education is prevalent, yet preventable for Black and Hispanic students. Years of data from the Office for Civil Rights and national reports reveal that deficit thinking, prejudice, and discrimination must be at work, thus compromising the educational experiences of gifted students of color. In this article, the authors…

Developing countries have significantly expanded efforts to import more flexible short-cycle institutions based on the United States community college model. The U.S. community college model addresses human capital needs of the labor market in developing countries by increasing access to an affordable education. However, there is limited research…

As of May 2013, total outstanding student loan debt in the United States had reached $1.2 trillion, up from $1 trillion fewer than 18 months before. The growth in debt is due primarily to increases in both the rate of borrowing and the average amount borrowed, especially among graduates of 4-year institutions. In 1989-90, about half (51 percent)…

Apprentice and trainee data are reported by the State and Territory Training Authorities to National Centre for Vocational Education Research (NCVER) on a quarterly basis, starting at the September quarter of 1994. The set of data submitted that quarter is referred to as Collection 1. The sets of data submitted in subsequent quarters are referred…

An increasing number of states are requiring teacher performance, as measured by evaluations, be considered when districts are conducting layoffs or reductions in force, according to a 50-state policy review by the Education Commission of the States (ECS). ECS reviewed reduction-in-force policies in 2012 and recently created an online database,…

This paper draws on British Council commissioned research in response to concerns about women's absence from senior leadership positions in higher education in South Asia. The study sought existing knowledge from literature, policies, and available statistics and collected original interview data from 30 academics in Afghanistan, Bangladesh,…

Educational development (also called academic or faculty development) has been described as fragmented, disconnected, and a "family of strangers," due mostly to the different academic backgrounds of its members. In this paper, the authors report on a survey of over 1000 educational developers from 38 countries on six continents. To help…

All students deserve a great education, one that affords every opportunity for them to grow into knowledgeable and successful adults. To date, efforts to improve education have operated on a model of mass production, assuming--wrongly--that what works for some students must work for all. To change that model, students and their parents, teachers,…