Data Science | STELAR - STEM Learning and Research Center

Puffins: Exploring how narrative, data science, and artificial intelligence enhance the study of ecology in middle school

2023 - 2025

The study of puffins can provide a fascinating subject area for the integrated learning of data and ecosystems. Once hunted to local extinction, puffins have made a dramatic yet fragile comeback and been re-established to historic nesting islands in mid-coast Maine. This project combines a scientific adventure story about puffin restoration with student-directed data investigations about the relationships between puffin health and environmental factors.

Building STEM Skills by Integrating Data Literacy and Text Analytics in English Language Arts

2023 - 2026

Ubiquitous computing and new technologies are infusing fields that have not historically been identified as STEM-related, such as the humanities, with new tools and practices involving data. This data infusion is opening up new opportunities to use data literacy instruction to augment instruction already required for compulsory humanities subjects, such as English language arts. Additionally, the potential for improving students? data literacy through the analysis of textual data is directly relevant to increasing future participation and success in STEM fields and professions.

Embodied Interactive Environment for Advancing Data Sensing and Computational Thinking Skills in the Built Environment

2023 - 2027

As the construction industry gears toward adopting data sensing technologies, there is a demand for creating and sustaining a workforce with skills for implementing the technologies and analyzing the resulting data to support decision-making. It is also essential to improve awareness of this Science, Technology, Engineering, and Mathematics (STEM) career option among all K-12 students, develop their understanding of the applications of data sensing technologies and improve their computational thinking skills in manipulating and using data.

Engaging Young Black and Latino Students in Data Science Through Water Security

Poster

Communities of color across the nation face increasing challenges with affordable access to safe drinking water. Using data science to explore why, where and how this is happening, and what is being done about it, provides a powerful vehicle for the engagement of students in science, technology, engineering, and mathematics (STEM), and to help develop a digital work force with appropriate representation from the affected communities.

CAREER: Engaging Rural Students with Next Generation Physiological Interfaces

Poster

Relatively little research exists on the use of experiences with physiological sensors to support STEM education. In this work, we draw on techniques from physiological computing and computer science education to explore novel ways to build students' computational thinking skills.

Peering a Generation into the Future: NSF's Young Scholars Program (YSP) and the nation’s STEM workforce

Poster

This project is a multiyear study of the impact of an enrichment program that the US National Science Foundation (NSF) managed in the 1990s. The Young Scholars Program (YSP) involved around 18,000 7th–12th grade students and 600 separate grants between 1989 and 1996. The purpose of YSP was to introduce high-achieving middle and secondary school students to science, technology, engineering, and mathematics (STEM) fields to encourage their entry into those fields and thus increase the size and quality of the nation’s STEM workforce.

A Learning Ecosystem for Teaching High School Students Machine Learning Concepts and Data Science Skills in Healthcare and Medicine

Poster

We will develop a unique community-based ecosystem for teaching high school students about how the intersection between rapidly developing technologies such as data science and machine learning impact critical healthcare decisions. Students will learn and apply technological skills valued for high-paying jobs within our workforce and proving the importance of diversity.

Adapting and Implementing a Geospatial High School Course in Career and Technical Education Clusters in Urban Settings

Poster

This project aims to adapt the Geospatial Semester for Career and Technical Education in a large urban district through effective teacher professional development and lesson design.

Supporting the Scientific Practice of Data Analysis through Creative Investigations of Long-Term Ecological Datasets

Poster

Data Jam engages students in the process of exploring, analyzing, and summarizing long-term data about nearby ecosystems that are the subject of extensive long-term study by LTER.

World Smarts STEM Challenge

Poster

The World Smarts STEM Challenge is a virtual exchange that supports STEM (science, technology, engineering, and math) education in the United States and Ghana. Middle and high school students from Washington, DC, and senior secondary school students from across Ghana come together virtually to solve global issues in their communities with STEM solutions inspired by the UN Sustainable Development Goals.

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