CAP: Innovating Data-driven Methodologies for Documenting and Studying Informal Learning

PIs: Leilah Lyons, Stephen Uzzo, Kemi Jona
New York Hall of Science
Award Details

This project supports a workshop in which experts in museums, informal learning, complex systems, and data science collaborate with technologists to examine what types of technologies could help track how learners behave, and learn, in museums and other informal learning locations. The workshops would lead to a written document summarizing what is known about how to track learners for these purposes, and would help spark new collaborations leading to new approaches to these problems. Ethics would be a core theme, and experts in ethics would help ensure that all approaches explored would respect the privacy of museumgoers and other learners. The intellectual merit of this project is to advance the state of the art on how we track what learners do in museums, and the broader impact would be to make it easier to design museums and other learning environments to support learners, and to allow more rigorous assessment of learning behavior in museums.

This project will conduct a three-day workshop leading to an edited volume on technology-enabled visitor metrics in museums and other science and technology centers. The leadership team includes expertise in learning sciences, computer science, interaction design, complex systems, and informal science education, and the workshop will additionally be supported by an advisory committee including experts in educational performance assessment and psychometrics, learning analytics, cross-cultural and cross-setting sociocultural learning theory, and educational policy. Workshop invitees will be recruited to include participants from several categories, including learning sciences, data sciences and learning analytics, informal science education and museum design, ubiquitous and pervasive computing, and data ethics. An embedded evaluation will interview participants after the workshops to gauge whether the meeting spurred new research collaborations.

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