Science

Understanding and Managing the Complexities in Situated Learning in Immersive Virtual Environments

Situated learning has been widely promoted in educational practice, where students are encouraged to learn by exploring real-world problems in authentic contexts. To expand the opportunities for situated learning, immersive virtual environments have been explored by presenting problem contexts in vivid and interactive formats and enabling a variety of exploration activities. However, there are multiple challenges surrounding situated learning.

Author/Presenter

Minhong Wang

Chris Dede

Tina A. Grotzer

Juanjuan Chen

Lead Organization(s)
Year
2025
Short Description

Situated learning has been widely promoted in educational practice, where students are encouraged to learn by exploring real-world problems in authentic contexts. To expand the opportunities for situated learning, immersive virtual environments have been explored by presenting problem contexts in vivid and interactive formats and enabling a variety of exploration activities. However, there are multiple challenges surrounding situated learning. The challenges can be caused by the complexities of real-world problems, the complexities in exploring real-world problems, and the complexities in reflecting on the exploration experience. This paper presents a conceptual framework outlining three types of complexities surrounding situated learning and six strategies for coping with these complexities.

Pumping Up Curiosity: How Child-Led Play Fuels Early Science Learning

This article emphasizes the critical role of play in early childhood science education, arguing that natural, child-led play fosters important opportunities for children to explore scientific ideas and practices. Drawing on Vygotsky’s theories and recent studies, the authors advocate for environments that encourage exploratory play to develop children’s scientific skills. The article presents a detailed vignette from Inch By Inch Preschool, showcasing how children engaged with air pumps to explore scientific phenomena.

Author/Presenter

Katahdin Cook Whitt

Aaron Beaumont

Jessica Lewis

Year
2025
Short Description

This article emphasizes the critical role of play in early childhood science education, arguing that natural, child-led play fosters important opportunities for children to explore scientific ideas and practices. Drawing on Vygotsky’s theories and recent studies, the authors advocate for environments that encourage exploratory play to develop children’s scientific skills.

Pumping Up Curiosity: How Child-Led Play Fuels Early Science Learning

This article emphasizes the critical role of play in early childhood science education, arguing that natural, child-led play fosters important opportunities for children to explore scientific ideas and practices. Drawing on Vygotsky’s theories and recent studies, the authors advocate for environments that encourage exploratory play to develop children’s scientific skills. The article presents a detailed vignette from Inch By Inch Preschool, showcasing how children engaged with air pumps to explore scientific phenomena.

Author/Presenter

Katahdin Cook Whitt

Aaron Beaumont

Jessica Lewis

Year
2025
Short Description

This article emphasizes the critical role of play in early childhood science education, arguing that natural, child-led play fosters important opportunities for children to explore scientific ideas and practices. Drawing on Vygotsky’s theories and recent studies, the authors advocate for environments that encourage exploratory play to develop children’s scientific skills.

NLP-Enabled Automated Assessment of Scientific Explanations: Towards Eliminating Linguistic Discrimination

As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination. Linguistic discrimination in this study was operationalized as unfair assessment of scientific essays based on writing features that are not considered normative such as subject-verb disagreement.

Author/Presenter

ChanMin Kim

Rebecca J. Passonneau

Eunseo Lee

Mahsa Sheikhi Karizaki

Dana Gnesdilow

Sadhana Puntambekar

Year
2025
Short Description

As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination.

NLP-Enabled Automated Assessment of Scientific Explanations: Towards Eliminating Linguistic Discrimination

As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination. Linguistic discrimination in this study was operationalized as unfair assessment of scientific essays based on writing features that are not considered normative such as subject-verb disagreement.

Author/Presenter

ChanMin Kim

Rebecca J. Passonneau

Eunseo Lee

Mahsa Sheikhi Karizaki

Dana Gnesdilow

Sadhana Puntambekar

Year
2025
Short Description

As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination.

Integrating Math and Science Through Engineering: Illustrative Examples from Curricula Implementation in Middle School Engineering Classrooms

Engineering has emerged as a promising context for STEM integration in K-12 schools. In the previous decade, the field has seen an increase in curricular resources and pedagogical approaches that invite students to utilize mathematics and science as they engage in engineering practices. This Innovation to Practice paper highlights one effort to meaningfully integrate mathematics and science through engineering in middle school classrooms. The STEM-ID engineering course sequence consists of three 18-week middle school engineering courses.

Author/Presenter

Jessica Gale

Dyanne Baptiste Porter

Meltem Alemdar

Sunni Newton

Jasmine Choi

Abeera Rehmat

Roxanne Moore

Year
2025
Short Description

Engineering has emerged as a promising context for STEM integration in K-12 schools. In the previous decade, the field has seen an increase in curricular resources and pedagogical approaches that invite students to utilize mathematics and science as they engage in engineering practices. This Innovation to Practice paper highlights one effort to meaningfully integrate mathematics and science through engineering in middle school classrooms.

Integrating Community Assets, Place-based Learning, and Career Development Through Project-based Learning in Rural Settings

Our study investigates the first year of a two-year place-based education (PBE) professional development model that focuses on career development in rural middle schools through project-based learning (PBL) units. Rural science, technology, engineering, and mathematics (STEM) educators face unique challenges, including geographic isolation, limited resources, and reduced access to professional development opportunities, which can hinder the effective integration of career-oriented learning in the classroom.

Author/Presenter

DeNae Kizys

Christine Lotter

Lucas Perez

Rachel Gilreath

Dodie Limberg

Lead Organization(s)
Year
2025
Short Description

Our study investigates the first year of a two-year place-based education (PBE) professional development model that focuses on career development in rural middle schools through project-based learning (PBL) units. Rural science, technology, engineering, and mathematics (STEM) educators face unique challenges, including geographic isolation, limited resources, and reduced access to professional development opportunities, which can hinder the effective integration of career-oriented learning in the classroom. We addressed these challenges by implementing professional development in which school counselors and teachers collaborate to design PBL units aligned with rural community local needs and STEM careers.

Co-designing Citizen Science Projects for Elementary Schools in New Hampshire Through Teacher and Community-based Extension Science Volunteer Partnerships

In the United States, reforms put forth by Next Generation Science Standards have increased the demand for K-12 teacher professional development in science instruction. This study investigates a new professional development model, entitled Schoolyard SITES, that partners elementary teachers with University of New Hampshire Cooperative Extension science volunteers to create a community-based partnership that improves teachers' understanding of NGSS-aligned instruction.

Author/Presenter

Lara M. Gengarelly

Sameer V. Honwad

Megan E. Glenn

Erik A. Froburg

Malin E. Clyde

Haley A. Andreozzi

Lead Organization(s)
Year
2025
Short Description

In the United States, reforms put forth by Next Generation Science Standards have increased the demand for K-12 teacher professional development in science instruction. This study investigates a new professional development model, entitled Schoolyard SITES, that partners elementary teachers with University of New Hampshire Cooperative Extension science volunteers to create a community-based partnership that improves teachers' understanding of NGSS-aligned instruction.

Restructuring the Science Curriculum Around Grand Challenges

Grand Challenges (GCs) are complex, global, and multifaceted science and societal problems such as climate change, viral pandemics, loss of biodiversity, and quests for new energy sources. In this article, we advance a position, based on current research and theory, that GCs should be a prominent feature of the science curriculum. This move towards a GC-based curriculum challenges the positioning of canonical scientific concepts as the central organising feature of the curriculum, which is typically the default position of most science education programmes.

Author/Presenter

Troy D. Sadler

Zhen Xu

David Fortus

Year
2025
Short Description

Grand Challenges (GCs) are complex, global, and multifaceted science and societal problems such as climate change, viral pandemics, loss of biodiversity, and quests for new energy sources. In this article, we advance a position, based on current research and theory, that GCs should be a prominent feature of the science curriculum. This move towards a GC-based curriculum challenges the positioning of canonical scientific concepts as the central organising feature of the curriculum, which is typically the default position of most science education programmes.

Learning Science and Engineering by Designing Sustainable Houses

Science and engineering offer ways to maintain the thermal comfort of our homes while minimizing impacts on the environment. This article introduces the Energy-Plus House Design Project, an NGSS-aligned curriculum unit developed to inspire and prepare high school students for tackling this challenge. In this project, students learn and practice science and engineering by designing a house that generates more renewable energy than it consumes over the course of a year (hence known as an energy-plus house).

Author/Presenter

Elena Sereiviene

Xiaotong Ding

Rundong Jiang

Dylan Bulseco

Charles Xie

Year
2025
Short Description

Science and engineering offer ways to maintain the thermal comfort of our homes while minimizing impacts on the environment. This article introduces the Energy-Plus House Design Project, an NGSS-aligned curriculum unit developed to inspire and prepare high school students for tackling this challenge. In this project, students learn and practice science and engineering by designing a house that generates more renewable energy than it consumes over the course of a year (hence known as an energy-plus house).