How students learn statistics revisited: A current review of research on teaching and learning statistics

J Garfield, D Ben‐Zvi - International statistical review, 2007 - Wiley Online Library
This paper provides an overview of current research on teaching and learning statistics,
summarizing studies that have been conducted by researchers from different disciplines and …

Practicing connections: A framework to guide instructional design for developing understanding in complex domains

L Fries, JY Son, KB Givvin, JW Stigler - Educational Psychology Review, 2021 - Springer
Research suggests that expert understanding is characterized by coherent mental
representations featuring a high level of connectedness. This paper advances the idea that …

[图书][B] Developing students' statistical reasoning: Connecting research and teaching practice

JB Garfield, D Ben-Zvi, B Chance, E Medina, C Roseth… - 2008 - Springer
Increased attention is being paid to the need for statistically educated citizens: statistics is
now included in the K-12 mathematics curriculum, increasing numbers of students are taking …

Reasoning about data

R Biehler, D Frischemeier, C Reading… - … handbook of research in …, 2018 - Springer
Many decisions in politics, economics, and society are based on data and statistics. In order
to participate as a responsible citizen, it is essential to have a solid grounding in reasoning …

Learning to reason from samples

D Ben-Zvi, A Bakker, K Makar - Educational Studies in Mathematics, 2015 - Springer
The goal of this article is to introduce the topic of learning to reason from samples, which is
the focus of this special issue of Educational Studies in Mathematics on statistical reasoning …

An investigation of prospective secondary mathematics teachers' conceptual knowledge of and attitudes towards statistics

A Hannigan, O Gill, AM Leavy - Journal of Mathematics Teacher Education, 2013 - Springer
The development of statistical literacy is fast becoming the focus of a large part of
mathematics instruction at primary, secondary and tertiary levels. This broadening of the …

[HTML][HTML] Watching a hands-on activity improves students' understanding of randomness

IY Zhang, MC Tucker, JW Stigler - Computers & Education, 2022 - Elsevier
Introductory statistics students struggle to understand randomness as a data generating
process, and especially its application to the practice of data analysis. Although modern …

Developing probabilistic thinking: What about people's conceptions?

A Savard - Probabilistic thinking: Presenting plural perspectives, 2014 - Springer
Since the important work on reasoning under uncertainty by Kahneman and Tversky in the
1970s, the description of how people think about probability by using intuitions, conceptions …

Using Students' Informal Notions of Variability to Develop an Understanding of Formal Measures of Variability: Joan Garfield

J Garfield - Thinking with data, 2007 - taylorfrancis.com
Understanding and reasoning about variability is viewed by statisticians as the core
component of statistical thinking (eg, Hoerl & Snee, 2001; Moore, 1990; Snee, 1990), which …

[PDF][PDF] Preparing school teachers to develop students' statistical reasoning

J Garfield, D Ben-Zvi - … for Teaching and Teacher Education: A Joint …, 2008 - academia.edu
In this paper we discuss how two different types of professional development projects for
school teachers are based on the same framework and are used to prepare knowledgeable …