This document lays out a curriculum framework for PK-grade 12 educational programs that is designed to help students achieve data literacy and become statistically literate. The framework and subsequent sections in this book recommend curriculum and implementation strategies covering PK-grade 12 statistics education.

Background: Base-ten thinking (BTT) -- children's ability to reason in tens and ones is a crucial measure of Foundation Phase learners' mathematical performance in South Africa. Aim: The study looks at the six learners using BTT to solve additive tasks through two different assessments. Setting: Six purposely selected Grade 3 learners in…

In this paper, we present a novel approach to defining, teaching, and assessing creativity by examining its origins and delineating the processes involved. The rationale for introducing this framework developed from studying existing thinking and questioning the current metrics for measuring creativity, which we posit are unfit for purpose. We…

Increasingly content area projects and programs at the K-12 level, such as in mathematics, involve a programmatic component or project emphasis on developing "teacher leadership". However, there is no consistent definition or framework for this construct and even fewer validated tools for measuring it. This paper describes our efforts in…

Latent variable models, such as the popular Knowledge Tracing method, are often used to enable adaptive tutoring systems to personalize education. However, finding optimal model parameters is usually a difficult non-convex optimization problem when considering latent variable models. Prior work has reported that latent variable models obtained…

Recently, many countries have considered various assessment methods in order to measure multiple ways of students' thinking skills and problem solving ability. Recently, the Ministry of Education, Science and Technology [MOEST] (2009) in Korea revised the mathematics curriculum, which now more focuses on enabling students to explain mathematically…

This article introduces the recently adopted Guidelines for the Assessment and Instruction in Statistics Education (GAISE) and provides two examples of introductory statistics courses that have been redesigned to better align with these guidelines.

For the African Virtual University and its consortium of African universities the implementation of quality promoting initiatives are not without challenges and scepticisms. To be discussed in this article is the case of a teacher education qualification in ten different African countries. Seven countries were sampled and visited in 2006 with the…

Following the Guidelines for Assessment and Instruction in Statistics Education (GAISE) recommendation to use real data, an example is presented in which simple linear regression is used to evaluate the effect of the Montreal Protocol on atmospheric concentration of chlorofluorocarbons. This simple set of data, obtained from a public archive, can…

The Bologna Declaration brought reforms into higher education that imply changes in teaching methods, didactic materials and textbooks, infrastructures and laboratories, etc. Statistics and mathematics are disciplines that traditionally have the worst success rates, particularly in non-mathematics core curricula courses. This research project,…

The Mathematical Association of America Guidelines for Programs and Departments in Undergraduate Mathematical Sciences recommends the use of a periodic external review as an assessment tool to evaluate the mathematics program and the department. However, there is surprisingly little information on how to conduct an external review for a…

This document is intended to provide a standard for assessing the quality of the mathematics program, and is a guide for planning and implementing improvements in a schools program. The instructors and administrators who use the guide are viewed as the critical and final links in a unique chain that connects what is known about high quality…

Japanese Lesson Study is a collaborative approach for teachers to plan, present, observe, and critique classroom lessons. Through the lesson study process, teachers systematically and thoughtfully examine both student learning and their own teaching practices. In addition, the process paves the way for a much broader approach to education…

This document is designed to present a process for reviewing, evaluating, and revising a mathematics program at the building or district level. It is organized into the following sections: 1) Philosophy and Rationale, addressing the global reasons for including mathematics in the total program; 2) Expected Outcomes, outlining expectations at the…

Regardless of how well your students are scoring on standardized math tests, test scores can't tell you which aspects of your program are moving students from proficient to advanced and why some students are falling behind. To get a total picture of math learning, hundreds of schools in urban, suburban, and rural districts use the detailed,…