Individual skill
amr-data-analysis
Use when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals, addressing alternative explanations and disconfirming cases, and verifying each proposition follows from its argument. This is ARGUMENT DEVELOPMENT, NOT data analysis; AMR publishes no datasets, no statistics, and no empirical results.
Academy-of-Management-Review-Skills/skills/amr-data-analysis/SKILL.md
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# Argument Development & Logic Check (amr-data-analysis)
> **AMR publishes NO empirical data.** There is nothing to estimate, plot, or test. The
> "analysis" in an AMR paper is the *analysis of the argument itself*: does each
> proposition follow logically from the constructs and mechanisms? At AMR, logical
> soundness plays the role that statistical rigor plays at empirical journals.
## The empirical-analog reframe (keep the folder, change the content)
This skill replaces an empirical "identification + robustness" stage. The mapping:
| Empirical sibling (AMJ/ASQ/SMJ) | AMR theory analog |
|---------------------------------|-------------------|
| Identification strategy (IV, DiD, RD, matching) | Generative **mechanism** — the *why* (Whetten 1989, DOI 10.5465/amr.1989.4308371) |