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Robotics and Coding: A Framework for Examining Cognitive Demand Cover

Robotics and Coding: A Framework for Examining Cognitive Demand

Open Access
|Jan 2024

Figures & Tables

Table 1

Task Analysis Guide for Coding (TAG-C).

LEVEL OF COGNITIVE DEMANDKEY DESCRIPTORS
LowExplicit directions are given to do one (or more) lines of code
Task is so open that writing any code would accomplish the task (for example, code your robot to do a dance)
Any decisions made by the student are arbitrary (not goal-oriented decisions)
Medium-lowStudents have to make some decisions or put some lines of code together to accomplish a task, but the decisions or lines can be accomplished relatively independently, and there is a clear script for accomplishing each part
There is little to no consideration of efficiency
There is little to no incentive or expectation for creating the entire code before testing each part
Some aspects of debugging may be present (for example, in a medium-low coding task, if the teacher asks students to debug their own code, this likely does not raise the cognitive demand of the task)
Medium-highThere is some aspect of metacognition (for instance, by having to think through the situation or problem before writing the code)
There are some built-in constraints that require students to engage in some thinking or reflection to put the code together
There is consideration of efficiency
Some use of control structures (i.e., sequential, selection, repetition) is expected
Some expectation for reflecting on their own code
Task involves analyzing and comparing or modifying given code
HighMeets all or most of the medium-high descriptors and includes some of the following descriptors:
Creating a program to solve some problem
The number of decisions needed is high
There are not known clear-cut procedures or scripts to accomplish the task
There are potentially sub-routines or coordination of actions
The tasks require some complexity in coordinating actions, structures, or routines
Students may reflect on previously written code and put it together to create something new

[i] Note: To classify a task, examine its characteristics. Choose the level that includes a majority of its characteristics. A task may fit more than one category; choose the category that includes the preponderance of evidence.

Table 2

Classification and Analysis of Example Tasks.

TASKDESCRIPTIONLEVEL OF COGNITIVE DEMAND
ACode the Ozobot to perform a dance.Low
BCode the Ozobot to travel in a straight line of any distance, turn around, and come back.Low
CDraw a polygon and code the Ozobot to travel around the perimeter of your drawn polygon.Medium-low
DCode the Edison to travel in a straight line of a particular distance marked by a length of tape on the floor. Reflect on your code: Did it work? If not, how should you change your code?Medium-low
ECode the Roborobo to travel around the outline of a capital letter R, drawn on a gridded mat with only line segments and no curves. Write the entire code before implementing it with your robot.Medium-high
FCode the Roborobo to travel the path of a square using the loop block. Your code should contain at most six blocks.Medium-high
GMeasure the side lengths of a given rectangle. Then code the Ozobot to travel around the outline of the rectangle or square on the first try.Medium-high
HCode an Ozobot and give it to a partner. The partner must guess the code and recreate the code so their own Ozobot mimics the actions of their partner’s robot.High
ICode a scene in Scratch that animates all phases of the rain cycle. Explain how you coded your scene.High
DOI: https://doi.org/10.21061/jte.631 | Journal eISSN: 1045-1064
Language: English
Page range: 7 - 31
Submitted on: Oct 10, 2023
Accepted on: Dec 6, 2023
Published on: Jan 29, 2024
Published by: Virginia Tech
In partnership with: Paradigm Publishing Services

© 2024 Anna Bloodworth, AnnaMarie Conner, Claire Miller, Lorraine Franco, Timothy Foutz, Roger B. Hill, published by Virginia Tech
This work is licensed under the Creative Commons Attribution 4.0 License.