Science

Opening the Door to Data Science in STEM Classrooms

In today’s technologically complex and connected world, students’ needs to develop competencies and confidence with data have never been greater. A new On the Same Wavelength blog post shares work from a National Science Foundation project, Boosting Data Science Teaching and Learning in STEM. The authors describe effective practices for engaging all students with data in the classroom.

Perez , L. & Lionberger, K. (2023, May 3). Opening the door to data science in STEM classrooms. NextGenScience.

Author/Presenter

Leticia Perez

Karen Lionberger

Lead Organization(s)
Year
2023
Short Description

In today’s technologically complex and connected world, students’ needs to develop competencies and confidence with data have never been greater. The authors describe effective practices for engaging all students with data in the classroom.

Centering Educators’ Voices in the Development of Professional Learning for Data-Rich, Place-Based Science Instruction

This self-reflective case study describes our project team’s efforts to promote equity in science professional learning (PL) by centering the voices of educators in the PL design process and within the course itself. We believe that educators’ experiences, priorities, and expertise are essential to developing professional learning that meets the needs of teachers and their students. We have a particular interest in amplifying the voices of those in historically underrepresented communities.

Author/Presenter

Nicole Wong

Rasha Elsayed

Katy Nilsen

Leticia R. Perez

Kirsten R. Daehler

Lead Organization(s)
Year
2024
Short Description

This self-reflective case study describes our project team’s efforts to promote equity in science professional learning (PL) by centering the voices of educators in the PL design process and within the course itself. In this case study, we share and critique the practices and tools that we have employed to center educator voices, rather than those of the PL designers and researchers.

Unpacking Teachers’ Orientations Toward a Knowledge Generation Approach: Do We Need to Go Beyond Epistemology?

This study aimed to assess the effectiveness of a professional development program rooted in knowledge generation theory. Specifically, it sought to examine the changes in teachers' three orientations following the completion of the first-year workshop, and how these changes impacted their classroom implementation. This investigation takes the form of a multiple-case study of twelve K-5 teachers. Data were collected through semi-structured interviews and classroom observations.

Author/Presenter

Ercin Sahin

Jee Kyung Suh

Brian Hand

Gavin Fulmer

Lead Organization(s)
Year
2023
Short Description

This study aimed to assess the effectiveness of a professional development program rooted in knowledge generation theory. Specifically, it sought to examine the changes in teachers' three orientations following the completion of the first-year workshop, and how these changes impacted their classroom implementation.

The Dimensionality of the Epistemic Orientation Survey and Longitudinal Measurement Invariance for the Short Form of EOS (EOS-SF)

The dimensionality of the epistemic orientation survey (EOS) was examined across four occasions with item factor analysis (IFA). Because of an emphasis on the knowledge generation of epistemic orientation (EO), four factors were selected and built into a short form of EOS (EOS-SF) including knowledge generation, knowledge replication, epistemic nature of knowledge, and student ability. To track the stability of the factor structure for each factor of EOS-SF, longitudinal invariance models were conducted. Partial measurement invariance was obtained for each of the four factors of EOS-SF.

Author/Presenter

Chenchen Ding

Gavin Fulmer

Lesa Hoffman

Brian Hand

Jee K. Suh

Lead Organization(s)
Year
2023
Short Description

The dimensionality of the epistemic orientation survey (EOS) was examined across four occasions with item factor analysis (IFA). Because of an emphasis on the knowledge generation of epistemic orientation (EO), four factors were selected and built into a short form of EOS (EOS-SF) including knowledge generation, knowledge replication, epistemic nature of knowledge, and student ability.

How Do On-Site Teacher Educators Approach Professional Development? A Study of Insider/Outsider Hybridity

In-service professional development is important for improving teaching. However, little research has examined how the roles, beliefs, and backgrounds of the individuals providing professional development can best be leveraged to create effective professional development programmes. A particularly understudied group are community-based On-Site Teacher Educators (OSTEs) who can serve as the bridge between university-based faculty and school employees. OSTEs are aware of the realities of classroom spaces, yet work outside of them, giving them a hybrid capacity to support teacher learning.

Author/Presenter

Catherine Lammerta

Eric Antwi Akuoko

Jee Kyung Suh

Brian Hand

Gavin Fulmer

Lead Organization(s)
Year
2023
Short Description

In-service professional development is important for improving teaching. However, little research has examined how the roles, beliefs, and backgrounds of the individuals providing professional development can best be leveraged to create effective professional development programmes. A particularly understudied group are community-based On-Site Teacher Educators (OSTEs) who can serve as the bridge between university-based faculty and school employees. In this exploratory qualitative multiple case study, the perspectives and practices of three OSTEs are examined as they supported elementary science teachers (n = 119) in multi-year professional development.

Examining Teacher Transition Pathways Towards Knowledge Generation Environments

National standards that centre on the underpinning epistemic practices of the discipline has emphasised the need for teachers to focus much more on knowledge generation approaches to learning. Adopting a complexity perspective, we attempt to understand how teachers shift over time by examining their epistemic orientation to knowledge generation and their understanding of the nature of the epistemic tools of language, dialogue and argument that underpin these environments.

Author/Presenter

Brian Hand

Gavin Fulmer

Jee Kyung Suh

Lead Organization(s)
Year
2023
Short Description

Adopting a complexity perspective, we attempt to understand how teachers shift over time by examining their epistemic orientation to knowledge generation and their understanding of the nature of the epistemic tools of language, dialogue and argument that underpin these environments.

Characterizing Adaptive Expertise: Teacher Profiles Based on Epistemic Orientation and Knowledge of Epistemic Tools

With an ultimate goal of characterizing teachers' movement toward understanding the epistemic complexity of generative learning environments, this study refers to adaptive teaching expertise (AdTex) as a developmental teaching capacity observable through a teacher's ability to utilize various resources to address the epistemic complexity of knowledge generation practices. The analysis and discussions centered on how teachers develop and utilize epistemic orientation and understandings of epistemic tools for adaptive teaching, making this study distinct from previous research on AdTex.

Author/Presenter

Jee K. Suh

Brian Hand

Jale E. Dursun

Catherine Lammert

Gavin Fulmer

Lead Organization(s)
Year
2023
Short Description

With an ultimate goal of characterizing teachers' movement toward understanding the epistemic complexity of generative learning environments, this study refers to adaptive teaching expertise (AdTex) as a developmental teaching capacity observable through a teacher's ability to utilize various resources to address the epistemic complexity of knowledge generation practices. The study shows a new way to create systematic profiles of AdTex based on the multiple qualitative data sources, including vignettes, interviews, and reflections collected through a multiple-case study with 24 teachers.

Anchoring Phenomena and Summary Writing Working Together to Improve Student Learning

Abstract concepts, such as gravity, may provide the perfect opportunity to bring phenomena into the classroom. As a knowledge generation strategy, summarizing can foster that opportunity. Using phenomena and summary writing together might help student learning since it requires making connections between their ideas and words to explain the natural phenomena. This article describes how anchoring phenomena and summary writing were integrated into a cohesive unit by using five generative activities that include different language and epistemic practices.

Author/Presenter

Allison Hart Richards

Jale Ercan-Dursun

Jee Kyung Suh

Brian Hand

Gavin Fulmer

Lead Organization(s)
Year
2023
Short Description

Abstract concepts, such as gravity, may provide the perfect opportunity to bring phenomena into the classroom. Using phenomena and summary writing together might help student learning since it requires making connections between their ideas and words to explain the natural phenomena. This article describes how anchoring phenomena and summary writing were integrated into a cohesive unit by using five generative activities that include different language and epistemic practices.

Shaping Ambitious Science Teaching to Be Culturally Sustaining and Productive in a Rural Context: Toward a Justice-Centered Ambitious Science Teaching Framework

We find ourselves at a time when the need for transformation in science education is aligning with opportunity. Significant science education resources, namely the Next Generation Science Standards (NGSS) and the Ambitious Science Teaching (AST) framework, need an intentional aim of centering social justice for minoritized communities and youth as well as practices to enact it. While NGSS and AST provide concrete guidelines to support deep learning, revisions are needed to explicitly promote social justice.

Author/Presenter

April Luehmann

Yang Zhang

Heather Boyle

Eve Tulbert

Gena Merliss

Kyle Sullivan

Lead Organization(s)
Year
2023
Short Description

Significant science education resources, namely the Next Generation Science Standards (NGSS) and the Ambitious Science Teaching (AST) framework, need an intentional aim of centering social justice for minoritized communities and youth as well as practices to enact it. While NGSS and AST provide concrete guidelines to support deep learning, revisions are needed to explicitly promote social justice. In this study, we sought to understand how a commitment to social justice, operationalized through culturally sustaining pedagogy might shape the AST framework to promote more critical versions of teaching science for equity.

Co-designing a Justice-Centered STEM Teacher Professional Learning Project

This chapter describes an ongoing research-practice partnership with in-service teachers in communities across Oregon focused on broadening participation in science, technology, engineering, and mathematics (STEM) fields. Broadening participation is essential for creating more justice-centered STEM in our society and cannot occur without families and communities working in partnership with educators to ensure that community resources, needs, and multi-generational perspectives are centered in this work.

Author/Presenter

Cory Buxton

Karla Hale

Jay Well

Diana Crespo-Camacho

Barbara Ettenauer

Felisha Dake

Lead Organization(s)
Year
2024
Short Description

This chapter describes an ongoing research-practice partnership with in-service teachers in communities across Oregon focused on broadening participation in STEM fields. We explore how our design-based work with teachers is shaping our collective efforts to enact new language and science practices for supporting students’ justice-centered STEM meaning-making.