During a professional development session, teachers discuss the time-consuming…

Concept

For constructed-response assessment, efficiency and validity must be balanced: evidence of learners’ reasoning should be preserved while repetitive scoring work is reduced. An automated score is an aid, not self-validating evidence; quality requires a validated rubric or model, comparison with human scoring, ongoing audits, and human review of flagged and sampled responses.

Application

In this item, the task is to reduce initial scoring workload without removing open-ended responses or teacher quality control. Computer-assisted scoring can provide the first evaluation, while the teacher moderates flagged and sampled responses, checks agreement with the rubric, and monitors bias or drift.

Contrast and cross-check

• Reducing open-ended questions lowers scoring volume by collecting less constructed-response evidence rather than improving the scoring workflow.

• Using only multiple-choice questions replaces constructed responses and changes the kind of evidence the assessment collects.

• Computer-assisted initial scoring retains constructed responses and assigns the repetitive first pass to software within a teacher-moderated workflow.

• Using only peer grading transfers the whole scoring task to students, so reliability depends on peer-rater training and calibration without the stated teacher moderation.

Result

Utilizing computer-assisted scoring tools for initial evaluation is the effective solution among the offered choices.