Textbooks offer instructors an opportunity to promote data visualization and statistical literacy throughout the sociology curriculum. In this study, we examined 463 data visualizations from 27 textbooks for Introduction to Sociology, Social Problems, and intermediate elective courses to illuminate the range of data visualizations and their use of…

We started this study after noticing that university students make certain mistakes when elaborating column charts. The objectives of our research were to: 1) analyse the knowledge integrated into the competence of elaborating column charts; 2) analyse the procedure(s) to elaborate these charts; 3) analyse the mistakes that university students…

To help provide context to Measures of Academic Progress® (MAP®) normative percentiles, this document includes multiple College and Career Readiness (CCR) benchmarks, including those from ACT® and Smarter Balanced Assessment Consortium (Smarter Balanced).

The report analyses the last 10 years in higher education, focusing on applications, student demographics and graduate outcomes; staff backgrounds and expertise; and the income and expenditure of higher education institutions. Main findings include: (1) Demand for university places from 18-year-olds has increased, with those from less advantaged…

Visuals and graphics have been used for communicating complex ideas since 1786 when William Playfair first invented the line graph and bar chart. Graphs and charts are useful for interpretation and making sense of data. For instance, John Snow's scatter plot helped pinpoint the source of a cholera outbreak in London in 1854 and also changed…

The report presents patterns and trends in data on students and staff at UK higher education institutions covering a 10-year period that has seen a transition to new higher education funding systems across a large part of the UK. Patterns in income and expenditure of UK higher education institutions in 2015-16 are considered. For the first time…

This report provides an interim update to the Universities UK "Patterns" series, before the publication of the full "Patterns and Trends" publication in spring 2017. It includes updates of the main charts included in the 2015 publication, covering trends in student and staff numbers and finances of the UK higher education…

"Educators Resource Directory" is designed to provide educators, administrators, and other education professionals with immediate access to a unique combination of educational resources, along with important educational statistics and rankings. "Educators Resource Directory" includes associations, publications, trade shows,…

This report provides information on fields of bachelor's degrees in the United States using data from the 2009 American Community Survey (ACS). It includes estimates of fields of bachelor's degree by demographic characteristics including age, sex, race, Hispanic origin, nativity, and educational attainment. This report also looks at geographic and…

This report serves as a quick reference guide for elected officials to compare key education policies and data in their states to the rest of the nation. The first section highlights major state policies for all 50 states in both table and chart formats (see Summary Charts ). The second section provides key state data, such as per-student spending…

The relationship between educational attainment and economic outcomes is shaped by a variety of educational experiences, including field of training, length of time spent in school, and level of attainment. This report explores the relationship between educational attainment, field of training, and eventual occupation and earnings. The report also…

The State Higher Education Finance (SHEF) report is produced annually by the State Higher Education Executive Officers (SHEEO) to broaden understanding of the context and consequences of multiple decisions made every year in each of these areas. No single report can provide definitive answers to such broad and fundamental questions of public…

Since the ultimate success of any diagram rests in its clarity, it is important that the designer select a method of presentation which will achieve this aim. He should be aware of the various ways in which statistics can be shown diagrammatically, how information can be incorporated in maps, and how events can be plotted in chart or graph form.…

This guide is designed to inform school directors about the value of a data dashboard and to provide information on how districts can create a data dashboard for school directors. A data dashboard is a tool for viewing and analyzing student achievement and performance data. Key data for monitoring student achievement and directing policy level…

Experimentation with graphical methods for data presentation is important for improving graphical communication in science. Several graphical methods are discussed including full scale breaks, dot charts, and multibased logging. Full scale breaks are suggested as replacements for partial scale breaks since partial scale breaks can fail to provide…