{
  "schema": "vedokrok.public-item.v1",
  "release_id": "MHC-RPUB-20261011-9e4b62c5",
  "url": "/knowledge/use-questions-to-stress-test-your-explanation",
  "id": "MHC-D-RESEARCH-9201",
  "version": "0.2.0",
  "title": "Use questions to stress-test your explanation",
  "summary": "A listener who interrupts can reveal the knowledge you quietly skipped.",
  "kind": "protocol",
  "body": "When practical, make the teaching session answerable rather than theatrical. Ask a listener to stop you when a step is unclear and to request reasons, examples, boundaries or a different case. Treat a question you cannot answer as a map of the next study target, not as a cue to bluff. Earlier meta-analytic evidence found larger pooled learning effects for interactive than non-interactive teaching, but that subgroup was small and heterogeneous, so use questions as a diagnostic stress test rather than as a guaranteed multiplier.",
  "limits": [
    "The interactive advantage comes from a small subgroup in an older meta-analysis with substantial heterogeneity. A poor listener can add noise, and confident answers can still be wrong, so verify disputed content against reliable sources."
  ],
  "topics": [
    "union-learning-by-teaching-and-interaction"
  ],
  "intents": [],
  "evidence": [
    {
      "claim": "In the 2019 meta-analysis, the pooled effect for teaching after preparation was larger in the interactive subgroup (k = 4, g = 0.84) than in the non-interactive subgroup (k = 12, g = 0.48).",
      "role": "supports",
      "note": "The interactive subgroup contained only four comparisons and the meta-analysis reported high heterogeneity. Treat interaction as a useful design hypothesis, not proof that a live listener will always outperform a recorded or written explanation.",
      "locator": "Table 4; Discussion",
      "source_id": "RS-C24946CDB7FF86F8CE1A"
    }
  ],
  "use_when": [
    "Your explanation sounds fluent, but you cannot tell whether it reflects flexible understanding or a rehearsed monologue."
  ],
  "avoid_when": [
    "The interactive advantage comes from a small subgroup in an older meta-analysis with substantial heterogeneity. A poor listener can add noise, and confident answers can still be wrong, so verify disputed content against reliable sources."
  ],
  "example": "After explaining a decision framework, a colleague asks what happens when two criteria conflict. If the answer collapses into vague language, that conflict becomes the next item to study and reteach.",
  "check": "The session produces specific questions or changed cases, and you can answer them accurately after repair rather than merely delivering the original script more smoothly.",
  "source_ids": [
    "RS-C24946CDB7FF86F8CE1A"
  ],
  "published_at": "2026-10-01T14:27:00Z",
  "steps": [
    "Tell the listener to interrupt at the first unclear step instead of waiting politely until the end.",
    "Invite four kinds of challenge: why, how, give me an example, and when would this not apply?",
    "If you do not know, write the question down instead of filling the gap with a plausible guess.",
    "Check the source or a stronger reference, then reteach the corrected section in plain language.",
    "Finish with one new case or problem that neither of you rehearsed."
  ],
  "editorial_overlay": null,
  "editorial": null,
  "notices": [],
  "sources": [
    {
      "id": "RS-C24946CDB7FF86F8CE1A",
      "title": "Learning by Preparing-to-Teach and Teaching: A Meta-Analysis",
      "url": "https://doi.org/10.1111/jpr.12221"
    }
  ],
  "relations": [],
  "collections": [
    {
      "id": "RC-1DE0E62A57E20727C0A3",
      "title": "Learn by preparing to teach, then face real questions",
      "url": "/collections/learn-by-preparing-to-teach-then-face-real-questions"
    }
  ],
  "topic_hubs": [],
  "solution_packs": []
}