skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


This content will become publicly available on February 18, 2026

Title: Integrating Computational Thinking, Project-Based Learning, and Cultural Heritage for Rural Middle School Students
Based on work in an ongoing research-practice partnership, we share teacher-designed project-based learning (PBL) units that sought to integrate Appalachian heritage and CT. We offer reflections on the lessons learned in the design and implementation of PBL units in addition to making recommendations for future PBL units that integrate CT and cultural heritage. This work has implications for improving computing education in rural contexts and in PBL settings.  more » « less
Award ID(s):
2219401
PAR ID:
10638957
Author(s) / Creator(s):
; ;
Publisher / Repository:
ACM
Date Published:
Page Range / eLocation ID:
1443 to 1444
Subject(s) / Keyword(s):
Rural Computational Thinking elementary middle school
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. 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. Using a descriptive multiple-case study methodology to document the experiences of three teams of educators, we used cross-case analysis to explore how the teams integrated PBL and PBE principles to foster meaningful learning experiences and enhance career awareness among students. The research questions focused on each team’s implementation of the PBL units based on key PBL design elements and how they integrated local community connections and places. Initial findings suggest that while teams effectively engaged with community members and integrated STEM career connections, they faced challenges in broadly applying learning and assessment practices. We highlight the potential of PBE to enhance rural STEM education and emphasize the need for long-term professional development to equip teachers with the skills necessary to integrate STEM content and career development effectively. 
    more » « less
  2. null (Ed.)
    This paper introduces project-based learning (PBL) features for developing technological, curricular, and pedagogical supports to engage students in computational thinking (CT) through modeling. CT is recognized as the collection of approaches that involve people in computational problem solving. CT supports students in deconstructing and reformulating a phenomenon such that it can be resolved using an information-processing agent (human or machine) to reach a scientifically appropriate explanation of a phenomenon. PBL allows students to learn by doing, to apply ideas, figure out how phenomena occur and solve challenging, compelling and complex problems. In doing so, students take part in authentic science practices similar to those of professionals in science or engineering, such as computational thinking. This paper includes 1) CT and its associated aspects, 2) The foundation of PBL, 3) PBL design features to support CT through modeling, and 4) a curriculum example and associated student models to illustrate how particular design features can be used for developing high school physical science materials, such as an evaporative cooling unit to promote the teaching and learning of CT. 
    more » « less
  3. Abstract This paper introduces project-based learning (PBL) features for developing technological, curricular, and pedagogical supports to engage students in computational thinking (CT) through modeling. CT is recognized as the collection of approaches that  involve people in computational problem solving. CT supports students in deconstructing and reformulating a phenomenon such that it can be resolved using an information-processing agent (human or machine) to reach a scientifically appropriate explanation of a phenomenon. PBL allows students to learn by doing, to apply ideas, figure out how phenomena occur and solve challenging, compelling and complex problems. In doing so, students  take part in authentic science practices similar to those of professionals in science or engineering, such as computational thinking. This paper includes 1) CT and its associated aspects, 2) The foundation of PBL, 3) PBL design features to support CT through modeling, and 4) a curriculum example and associated student models to illustrate how particular design features can be used for developing high school physical science materials, such as an evaporative cooling unit to promote the teaching and learning of CT. 
    more » « less
  4. This work-in-progress (WIP) research-to-practice paper describes a work in progress by the authors to integrate appreciation of privacy, ethics, regulatory compliance, and research into Senior Project capstone experiences for Electrical and Computer Engineering. The student work focused on data quality assurance and de-identification topics to enhance quality, accuracy, completeness, consistency, and timeliness. Real-world data protection regulations grounded projects to meet ABET EAC Criterion 3 requirements for Student Outcome 2. Students explored the topics in a Project-Based Learning (PBL) format as a part of their senior project. In addition to implementing PBL, our focus for the senior project capstone is securing as many industrially sponsored projects as possible. This paper focuses on a few senior projects that are PBL, sponsored by industry, and emphasize data quality assurance and privacy protection techniques. We present a framework that meets assessment needs and uses project-based learning on a current topic of interest. The student findings offer insights into the theoretical and practical challenges and opportunities of implementing data quality assurance and de-identification techniques across different domains. 
    more » « less
  5. We report on eleven middle school project-based learning units designed by fifteen Central Appalachian teachers, following our research practice partnership’s first week-long computational thinking curriculum design institute. We investigate whether and how these planned units offer opportunities for students to practice computational thinking while engaging with the region’s rich heritage of innovation, community connections and storytelling. We find that all, or the vast majority of unit plans, incorporate computational thinking, heritage/community and storytelling in compelling ways. We discuss implications for our partner community, for rural education, and for the field of computational thinking education research. 
    more » « less