Title
Assessing Computational Thinking Through The Lenses Of Functionality And Computational Fluency
Abstract
Background and Context: This study looks at computational thinking (CT) assessment of programming artifacts within the context of CT integrated with science education through computational modeling.Objective: The goal is to explore methodologies for assessment of student-constructed computational models through two lenses: functionality and conceptual fluency.Method: This study uses data from research with EcoMOD, a 3(rd) grade ecosystem science curriculum in which student pairs program computational models of a beaver building a dam. Snapshots of programs for 47 student pairs collected over time are assessed.Findings: A functionality-based rubric provided assessment of student task progress, but was less successful at correctly identifying CT gains in programs that were partially correct. A rubric for conceptual fluency identified development of fluency in CT concepts of sequencing, loops, and conditionals.Implications: This study contributes to the literature by exploring affordances of different rubric-based CT assessments of student programs.
Year
DOI
Venue
2021
10.1080/08993408.2020.1866932
COMPUTER SCIENCE EDUCATION
Keywords
DocType
Volume
Computational thinking, assessment, block-based programming
Journal
31
Issue
ISSN
Citations 
2
0899-3408
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Shari J. Metcalf100.34
Joseph M. Reilly200.34
Soobin Jeon300.34
Annie Wang400.34
Allyson Pyers500.34
Karen Brennan600.34
Chris Dede700.34