Library / Explanation Design Principles Framework
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EXD.1:5 - Archetypal Grounding

A learner asks why averaging two group means gave the wrong result. Group A has the values 2 and 4; group B has six values of 8. The initial task explicitly asks for the mean across all eight individuals. The learner can add and divide but has used (3 + 8) / 2 = 5.5.

A useful question statement is: “Why do the group sizes matter when we give every individual equal weight?” The account reconstructs the group sums, 2 × 3 = 6 and 6 × 8 = 48, and divides 54 by eight to obtain 6.75. If the missing connection is that count multiplied by mean reconstructs sum, the explanation must expose it.

The recipient then says, “For my report, I want each branch to count equally, regardless of how many people it has.” This explicitly selects a different aggregation rule, so the explainer can answer the revised question directly.

The revised question is the equally weighted mean of the branch means. Its answer is 5.5. Close with the label and condition: “Mean of branch means, each branch weighted equally: 5.5.” The earlier 6.75 remains correct for the average across individuals. The management justification for choosing one summary still belongs to the report’s decision.

This is a constructed case. Its arithmetic fixes the local answer criteria; the conversation illustrates the proposed question work. It supplies no measured learning result.

In a different use, an adviser has explained why a bounded coordination assignment fits Mira’s demonstrated strengths and available protected time. Mira asks why doing it would teach a missing capability. Recover the new learning question and obtain its learning rationale. Repeating the evidence of existing strengths does not supply that additional connection. If Mira instead understands the recommendation and prefers a course’s social setting, the new contribution concerns preference and advising.