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Get Started Free →Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands. Sharpens the puzzle and the contribution claim; it does not design the study or write theory sections.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 4% | 0% |
ASQ publishes deep, often counterintuitive insight about organizations and the social structures around them. Since its 1956 founding (by James D. Thompson at Cornell), the journal has prized organizational ideas drawn from sociology, psychology, political science, economics, anthropology, and management — not a single home discipline. The bar is not "is this interesting?" but "does this change how we understand organizing?" A finding that merely raises firm performance (the SMJ test) or cleanly tests a hypothesis in a new sample (a common AMJ profile) is not yet an ASQ paper.
Fit test — a strong ASQ paper usually has all four:
Run the idea through these prompts before any data work:
If the best you can do is "no one has studied X in setting S," that is a gap, not a puzzle — keep digging or move to a different journal.
Decide which engine the puzzle needs — this previews asq-methods:
Do not pick method first and reverse-engineer a question. Unlike journals where the quantitative hypothesis-testing template is the default expectation, at ASQ a single deep ethnography or a historical case can be the whole paper if the insight is profound and the craft is high.
Draft the claim now, in this shape:
> "We study puzzle] in setting]. Existing work in conversation] expects prior]. We show instead that surprising insight], because mechanism]. This reframes construct/process] and matters for organizational consequence]."
If you cannot fill every slot, the topic is not ready.
【Puzzle】one-sentence anomaly/tension
【ASQ fit】organizational core? (yes/no + why)
【Surprise】what prior is overturned
【Engine needed】qualitative / quantitative + why
【Contribution claim】the filled one-paragraph claim
【Next step】asq-theory-developmentOther measured skills in the registry, with their headline benchmark lift.