Design AI-generated educational IF so quiz prompts are narratively motivated and setting changes are bridged¶

Strategy · All strategies
Evidence · 3 claims (3 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 3 claims rest on one study

Description¶

The article translates participant feedback into design targets: "the in-fiction motivation for why non-player characters ask the player for technical knowledge must be made explicit in the narrative", and abrupt location or character changes "should be suppressed in the generation or repair stage". Participants independently suggested surreal or fictional settings may be more productive than realistic ones because they remove the demand for real-world causal plausibility. Further suggestions include attaching story-level consequences to wrong answers, mixing purely narrative choices with learning choices, and varying interaction format beyond multiple-choice.

Design Implications¶

Context¶

Requirements¶

• Generation or repair stages capable of enforcing narrative-bridge and quiz-motivation criteria; a semantic-equivalence quiz-fidelity check with human review for ambiguous cases.

Constraints¶

• These are design-change hypotheses suggested by participant feedback, not tested interventions.

Target Learners¶

• Higher-education learners in STEM settings

Target Learning Goals¶

• Integrating educational quiz content into branching narratives without breaking perceived story coherence

Claims¶

• Abrupt location or character changes mid-scenario co-occur with the lowest story-content coherence ratings [+W]
• Story-content coherence is the weakest perceived-quality dimension of AI-generated educational interactive fiction in this pilot [+W]
• In a small pilot of one AI pipeline's educational interactive fiction, the dominant free-text criticism was the artificial in-fiction motivation for quiz prompts [+W]

Related Strategies¶

Examples¶

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Key Sources¶

• F. Rogosch, A. Schrader. (2026). AI-Generated Interactive Fiction for Educational Use: A Pilot Study of Perceived Comprehensibility, Coherence, and Engagement. Proceedings of EDULEARN26 Conference. https://doi.org/10.21125/edulearn.2026.1075