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Creating a standardized assessment to measure learning in introductory data science courses Evan 1Duke1 Dragich ,Matt2 Beckman ,Mine1 etinkayaRundel ,Mine3,4 Dogucu ,Chelsey5 Legacy ,University, 2Penn
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01
Define the assessment's purpose and objectives.
02
Identify the key competencies or skills to be measured.
03
Determine the target population for the assessment.
04
Choose a format for the assessment (e.g., multiple-choice, open-ended).
05
Develop a blueprint outlining the content areas and question types.
06
Create a pool of questions aligned with the blueprint.
07
Pilot test the assessment with a small sample to ensure clarity and validity.
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Revise the assessment based on pilot test feedback.
09
Establish scoring guidelines and rubrics.
10
Finalize the assessment and prepare administration instructions.

Who needs creating a standardized assessment?

01
Educators designing curricula to measure student learning.
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Educational institutions assessing the effectiveness of programs.
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Employers evaluating the skills of potential hires.
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Policy makers focusing on educational standards and accountability.
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Creating a standardized assessment involves developing consistent evaluation tools that measure knowledge or skills in a uniform manner across different individuals or groups.
Individuals or organizations that implement standardized assessments in educational or professional settings are typically required to file them, including schools, testing companies, and licensing boards.
Filling out a standardized assessment typically involves following specific guidelines provided by the governing body, including entering participant data, assessment scores, and any relevant demographic information.
The purpose of creating a standardized assessment is to ensure fairness and objectivity in measuring knowledge or performance, allowing for valid comparisons across different test takers and settings.
Information that must be reported generally includes participant identification details, assessment results, scoring metrics, and any additional demographic or contextual data.
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