Connecting Design and Experience: Tracing Uncertainty Through Classroom Science Investigations

ABSTRACT Uncertainty has drawn substantial attention because of its potential to support conceptual progress and meaningful science work in science classrooms. Uncertainty has been conceptualized in a variety of ways: as central to scientific activity, as a design principle for science learning environments, and as an experience that supports individual and collective sensemaking. We argue that realizing uncertainty as a resource in learning environments requires working across multiple conceptions of uncertainty, specifically connecting uncertainty as designed for and uncertainty as experienced in the learning environment . We use an elementary school landforms investigation to apply design conjectures and develop an analytic method for following uncertainty from design through collective classroom engagement. We explore whether and how uncertainty was realized, made public, and taken up in classroom conversations. We highlight key findings that have continued to guide our work designing for productive uncertainty in classroom science. These include the interconnected nature of uncertainties in various parts of student investigations, the supportive role of consequential differences in helping students make uncertainty public, and teacher practices that impact how students make public and work with uncertainty.

Authors

Institutions

Publication Details

Journal
Science Education
Published
2025-09-12
DOI
https://doi.org/10.1002/sce.70015
Primary Topic
Science Education and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Connecting Design and Experience: Tracing Uncertainty Through Classroom Science Investigations

Alessandra E. Ward, Andrea Wells, Eve Manz
Science Education
Science Education and Pedagogy
article

Connecting Design and Experience: Tracing Uncertainty Through Classroom Science Investigations

Alessandra E. Ward, Andrea Wells, Eve Manz
article en

Abstract

ABSTRACT Uncertainty has drawn substantial attention because of its potential to support conceptual progress and meaningful science work in science classrooms. Uncertainty has been conceptualized in a variety of ways: as central to scientific activity, as a design principle for science learning environments, and as an experience that supports individual and collective sensemaking. We argue that realizing uncertainty as a resource in learning environments requires working across multiple conceptions of uncertainty, specifically connecting uncertainty as designed for and uncertainty as experienced in the learning environment . We use an elementary school landforms investigation to apply design conjectures and develop an analytic method for following uncertainty from design through collective classroom engagement. We explore whether and how uncertainty was realized, made public, and taken up in classroom conversations. We highlight key findings that have continued to guide our work designing for productive uncertainty in classroom science. These include the interconnected nature of uncertainties in various parts of student investigations, the supportive role of consequential differences in helping students make uncertainty public, and teacher practices that impact how students make public and work with uncertainty.

Science EducationVol. 110(2)
Wheelock College (US), Wheaton College - Massachusetts (US)
Openalex Percentile: Top 71%
Science Education and Pedagogy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.