Results & Reports

From Results to Decisions

Read research results, explore their evidence, and decide whether to generate a report.

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A completed research run produces a result in the conversation. You can inspect it before requesting a narrative report.

Read in this order

  1. Question and stimulus: confirm what participants answered or saw.
  2. Audience and count: confirm whose responses are included.
  3. Distribution or themes: read the main pattern and the disagreement.
  4. Individual answers: check the evidence behind the summary.
  5. Warnings and limits: note missing material, partial results or limited evidence.

The result's shape follows the method. A closed question shows choices; an open question shows responses and coded themes, led by the values people named when the question asked for one; a focus group includes a discussion. Do not expect the old Quick Test GO/REVISE/KILL scorecard on every current result.

Audience and material lead to a research run, Explorer, a separately generated report, and real validation.
Explanatory diagram · click to enlarge

Explore before summarizing

Open Explorer to select responses, inspect subgroups and use breakdowns. A pooled result can hide opposing patterns across audiences.

Ask for an explanation of existing evidence when a finding is unclear. Ask a new research question when the evidence does not answer it. Follow-up research has a new scope and may incur another charge.

Create a report when needed

Use report generation to synthesize completed runs in the conversation. Choose the included runs deliberately. A report is a separate output with its own price, not a prerequisite for viewing research results.

Before sharing, keep the audience definition, question wording and synthetic nature of the responses with the finding. See Share and export and Evidence.

From Results to Decisions | iMario