Collaborative Research: Advancing the Science of STEM Interest Development through Educational Gameplay with Machine Learning and Data-driven Interviews

NSF Award Search · 04002526DB NSF STEM Education · $419,515 · view on nsf.gov ↗

Abstract

The integration of digital games into STEM education has been an active area of research for quite some time, but details about how students' interactions with educational games may or may not reflect their interest is more difficult obtain. This project will use a Minecraft-based simulation environment to advance understanding of how educational digital games can support the development of enduring STEM interest. Middle school students in summer and afterschool camps will experiment with a variety of scientific topics in the What-If Hypothetical Implementations in Minecraft (WHIMC) learning system while researchers interview them at key points in their gameplay to better understand how their interest is developing. In this way, the project will contextualize how decisions made by students while engaging with the educational game are related to their prior STEM interest and how they may, in turn, influence the development of enduring STEM interest. This work will contribute advanced tools and methodological resources for studying STEM learning and interest that will help broaden participation in STEM. Hidi and Renninger's (2006) model of interest development propose four phases that correspond with students' acquisition of knowledge on a topic. In the first two phases, students may need situational triggers (such as those that are afforded in popular digital games) to sustain their interest and motivation, but to advance to the later stages of sustained, individualized

Key facts

NSF award ID
2607943
Awardee
University of Houston (TX)
SAM.gov UEI
QKWEF8XLMTT3
PI
Jaclyn Ocumpaugh
Primary program
04002526DB NSF STEM Education
All programs
STEM Learning & Learning Environments
Estimated total
$419,515
Funds obligated
$84,343
Transaction type
Continuing Grant
Period
10/01/2025 → 06/30/2027