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Updated: Oct 17, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Impact of Engaging Students in Health Survey Data Analysis and as Full Partners in School Change: Results From a
Helen M Beattie1, Courtney A FitzGerald2, Sharon N Koller3
1UP for Learning, East Hardwick, VT, USA.
Abstract:
Young people demand and deserve participation in shaping the health and well-being of their community. Getting to Y: Youth Bring Meaning to the Youth Risk Behavior Survey (GTY) is a positive youth development initiative, whereby students analyze local youth health data and create change. This article adds definitive evidence to support the theoretical foundations of GTY expounded by Garnett et al. (2019). A mixed methods convergent study design, collecting quantitative data from pre- and postintervention surveys and qualitative data from focus groups, was enacted during the 2018-2019 school year. Survey participants were 256 students attending 20 Vermont middle/high schools. Surveys measured self-efficacy, health literacy, civic engagement, resiliency, and knowledge. Focus groups with 50 students solicited open-ended feedback. Wilcoxon signed-rank tests determined student-level change over time. Focus group transcripts were coded using grounded theory and a priori codes from the survey. Statistically significant improvements were seen in average scores from pre- to postintervention surveys in all five domains and differences in effect by gender. Results from the focus group complement the quantitative findings. Participation in GTY positively affected youth participant's understanding of their own health and well-being and increased agency to take action on behalf of themselves and their community. As the Youth Risk Behavior Survey is available nationwide, GTY is poised for replication to critically engage youth with relevant data to inform social change.
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