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This study explores middle-grade girls' understanding of Critical Data Literacy (CDL) after participating in a week-long residential STEM camp. This research examines how informal learning settings can foster CDL among predominantly underrepresented minoritized (URM) girls. Through qualitative interviews, the study reveals how participants engaged with CDL components: formulating questions, gathering relevant data, employing analytical tools, and interpreting findings. The insights aim to inform strategies for enhancing CDL in informal environments, contributing to broader educational goals in data science and supporting the development of critical thinking skills for addressing societal issues.
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This content will become publicly available on May 27, 2027
“It’s a lot more to it than just research”: integrating critical data literacy and reasoning with data into a STEM summer camp
This study aims to explore how middle-grade girls from predominantly underrepresented and underserved racially and ethnically minoritized (UUREM) backgrounds developed critical data literacy (CDL) through participation in a week-long residential science, technology, engineering and mathematics (STEM) camp. Given the increasing importance of data science education in a data-driven world, this research examines how informal learning environments can support CDL development among youth from historically marginalized groups. The study draws on qualitative interview data from 11 participants and their group-produced artifacts to investigate how the camp experience supported engagement with data and the development of CDL. Interviews explored participants’ experiences with data collection, organization, analysis and interpretation within the context of real-world, community-relevant topics. The findings demonstrate that participants engaged with data by collecting, organizing and analyzing information relevant to authentic problems. Meaning-making was facilitated through social interactions with peers and mentors, enabling participants to collaboratively interpret and critique data. Girls demonstrated critical examination of data by questioning sources, identifying limitations and considering potential biases. Through presentations, participants applied and communicated their findings, connecting data analyses to community-relevant concerns. Reflection and iteration emerged as participants reconsidered their approaches and interpretations over time. This study contributes to research on informal learning, equity in STEM and data literacy by illustrating how informal STEM programs can intentionally foster CDL among UUREM girls. The findings highlight the role of collaborative meaning-making, critical reflection and community relevance in supporting youth to engage with data as a tool for understanding and addressing societal challenges.
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- Award ID(s):
- 2341948
- PAR ID:
- 10691390
- Publisher / Repository:
- Information and Learning Sciences
- Date Published:
- Journal Name:
- Information and Learning Sciences
- Volume:
- 127
- Issue:
- 5-6
- ISSN:
- 2398-5348
- Page Range / eLocation ID:
- 315 to 344
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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