Cognitive Science

Reasoning About Data in Elementary School: Student Strategies and Strengths when Reasoning with Multiple Variables

The need for data literacy is an increasingly pressing priority in society, but most of the work in data-centred education has focused on developing skills at the middle school, secondary, and post-secondary levels, with little attention on the potential for engaging elementary-aged students in reasoning with and about data. This paper reports findings from a foundational study to explore the natural strengths, skills, and strategies that upper elementary students bring to reasoning about data-centred problems.

Author/Presenter

Jessica Sickler

Michelle Lentzner

Lynn T. Goldsmith

Lauren Brase

Randall Kochevar

Year
2024
Short Description

The need for data literacy is an increasingly pressing priority in society, but most of the work in data-centred education has focused on developing skills at the middle school, secondary, and post-secondary levels, with little attention on the potential for engaging elementary-aged students in reasoning with and about data. This paper reports findings from a foundational study to explore the natural strengths, skills, and strategies that upper elementary students bring to reasoning about data-centred problems.

Understanding the Cognitive Processes of Mathematical Problem Posing: Evidence from Eye Movements

This study concerns the cognitive process of mathematical problem posing, conceptualized in three stages: understanding the task, constructing the problem, and expressing the problem. We used the eye tracker and think-aloud methods to deeply explore students’ behavior in these three stages of problem posing, especially focusing on investigating the influence of task situation format and mathematical maturity on students’ thinking.

Author/Presenter

Ling Zhang

Naiqing Song

Guowei Wu

Jinfa Cai

Lead Organization(s)
Year
2023
Short Description

This study concerns the cognitive process of mathematical problem posing, conceptualized in three stages: understanding the task, constructing the problem, and expressing the problem. We used the eye tracker and think-aloud methods to deeply explore students’ behavior in these three stages of problem posing, especially focusing on investigating the influence of task situation format and mathematical maturity on students’ thinking.

MindHive: An Online Citizen Science Tool and Curriculum for Human Brain and Behavior Research

MindHive is an online, open science, citizen science platform co-designed by a team of educational researchers, teachers, cognitive and social scientists, UX researchers, community organizers, and software developers to support real-world brain and behavior research for (a) high school students and teachers who seek authentic STEM research experiences, (b) neuroscientists and cognitive/social psychologists who seek to address their research questions outside of the lab, and (c) community-based organizations who seek to conduct grassroots, science-based research for policy change.

Author/Presenter

Suzanne Dikker

Yury Shevchenko

Kim Burgas

Kim Chaloner

Marc Sole

Lucy Yetman-Michaelson

Ido Davidesco

Rebecca Martin

Camillia Matuk

Lead Organization(s)
Year
2022
Short Description

MindHive is an online, open science, citizen science platform co-designed by a team of educational researchers, teachers, cognitive and social scientists, UX researchers, community organizers, and software developers to support real-world brain and behavior research for (a) high school students and teachers who seek authentic STEM research experiences, (b) neuroscientists and cognitive/social psychologists who seek to address their research questions outside of the lab, and (c) community-based organizations who seek to conduct grassroots, science-based research for policy change.

Remote Chemistry Teacher Professional Development Delivery: Enduring Lessons for Programmatic Redesign

COVID-19 has thrust educators into a period of uncertainty, complicating conventional ways of teaching and learning. We suspect that the pandemic has magnified the challenges that some high school teachers already experience, particularly when they are the sole chemistry teacher at their school. The pandemic has likely inhibited collegial interactions and access to professional development (PD).

Author/Presenter
Meng-Yang M. Wu

KatieMarie Magnone

Roy Tasker

Ellen J. Yezierski

Lead Organization(s)
Year
2021
Short Description

COVID-19 has thrust educators into a period of uncertainty, complicating conventional ways of teaching and learning. We suspect that the pandemic has magnified the challenges that some high school teachers already experience, particularly when they are the sole chemistry teacher at their school. The pandemic has likely inhibited collegial interactions and access to professional development (PD). Our reflections from redesigning a face-to-face PD program to one that is remotely delivered provide recommendations that advance PD accessibility and interactivity to mitigate isolation and other longstanding challenges teachers may face. In this article, we discuss how the cognitive learning model informed emergent teaching practices that guided the transformation of the PD’s implementation for 20 high school chemistry teachers.

Developing Transmedia Engineering Curricula Using Cognitive Tools to Impact Learning and the Development of STEM Identity

This paper examines the use of Imaginative Education (IE) to create an NGSS-aligned middle school engineering curriculum that supports transfer and the development of STEM identity. In IE, cognitive tools—such as developmentally appropriate narratives, mysteries and fantasies—are used to design learning environments that both engage learners and help them organize knowledge productively. We have combined IE with transmedia storytelling to develop two multi-week engineering units and six shorter engineering lessons.

Author/Presenter

Glenn W. Ellis

Jeremiah Pina

Rebecca Mazur

Al Rudnitsky

Beth McGinnis-Cavanaugh

Isabel Huff

Sonia Ellis

Crystal M. Ford

Kate Lytton

Kaia Claire Cormier

Year
2020
Short Description

This paper examines the use of Imaginative Education (IE) to create an NGSS-aligned middle school engineering curriculum that supports transfer and the development of STEM identity.

Resource(s)

Developing Transmedia Engineering Curricula Using Cognitive Tools to Impact Learning and the Development of STEM Identity

This paper examines the use of Imaginative Education (IE) to create an NGSS-aligned middle school engineering curriculum that supports transfer and the development of STEM identity. In IE, cognitive tools—such as developmentally appropriate narratives, mysteries and fantasies—are used to design learning environments that both engage learners and help them organize knowledge productively. We have combined IE with transmedia storytelling to develop two multi-week engineering units and six shorter engineering lessons.

Author/Presenter

Glenn W. Ellis

Jeremiah Pina

Rebecca Mazur

Al Rudnitsky

Beth McGinnis-Cavanaugh

Isabel Huff

Sonia Ellis

Crystal M. Ford

Kate Lytton

Kaia Claire Cormier

Year
2020
Short Description

This paper examines the use of Imaginative Education (IE) to create an NGSS-aligned middle school engineering curriculum that supports transfer and the development of STEM identity.

Resource(s)

Empowering Students with Specific Learning Disabilities: Jim’s Concept of Unit Fraction

Cognitive differences have historically led to deficit assumptions concerning the mathematical experiences that children with learning disabilities (LD) can access. We argue that the problem can be located not within children but instead as a mismatch between features of instruction and children’s unique learning abilities. In this paper, we investigate how one elementary school child, Jim, with specific visual motor integration differences constructed a unit fraction concept.

Author/Presenter

Jessica H. Hunt

Juanita Silva

Rachel Lambert

Year
2019
Short Description

This paper investigates how one elementary school child with specific visual motor integration differences constructed a unit fraction concept.

In-Game Actions to Promote Game-Based Math Learning Engagement

Game-based learning (GBL) has increasingly been used to promote students’ learning engagement. Although prior GBL studies have highlighted the significance of learning engagement as a mediator of students’ meaningful learning, the existing accounts failed to capture specific evidence of how exactly students’ in-game actions in GBL enhance learning engagement. Hence, this mixed-method study was designed to examine whether middle school students’ in-game actions are likely to promote certain types of learning engagement (i.e., content and cognitive engagement).

Author/Presenter

Jewoong Moon

Fengfeng Ke

Lead Organization(s)
Year
2019
Short Description

This mixed-method study was designed to examine whether middle school students’ in-game actions are likely to promote certain types of learning engagement (i.e., content and cognitive engagement).

Profiling Self-Regulation Behaviors in STEM Learning of Engineering Design

Engineering design is a complex process which requires science, technology, engineering, and mathematic (STEM) knowledge. Students' self-regulation plays a critical role in interdisciplinary tasks. However, there is limited research investigating whether and how self-regulation leads to different learning outcomes among students in engineering design. This study analyzes the engineering design behaviors of 108 ninth-grade U.S. students using principal component analysis and cluster analysis.

Author/Presenter

Juan Zheng

Wanli Xing

Gaoxia Zhu

Guanhua Chen

Henglv Zhao

Charles Xie

Lead Organization(s)
Year
2019
Short Description

This study analyzes the engineering design behaviors of 108 ninth-grade U.S. students using principal component analysis and cluster analysis.

Gina’s mathematics: Thinking, tricks, or “teaching”?

Students with learning disabilities display a diverse array of factors that interplay with their mathematical understanding. Our aim in this paper is to discuss the extent to which one case study elementary school child with identified learning disabilities (LDs) made sense of composite units and unit fractions. We present analysis and results from multiple sessions conducted during a teaching experiment cast as one-on-one intervention.

Author/Presenter

Jessica H.Hunt

Beth L.MacDonald

JuanitaSilva

Year
2019
Short Description

This paper discusses the extent to which one case study elementary school child with identified learning disabilities (LDs) made sense of composite units and unit fractions.