Individual skill

aaag-research-design

Use when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and physical-environmental methods, qualitative human-geography inference, or nature-society mixed methods. The Annals judges each tradition on its own terms. Strengthens the design; it does not write code.

Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-research-design/SKILL.md

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# Research Design (aaag-research-design)

The Annals spans four areas and accepts many methodologies, but is demanding about each. The design
must credibly connect the geographic argument (`aaag-theory-building`) to the evidence, and must take
**space and scale seriously** — spatial dependence, the MAUP, projection, and sampling are design
issues, not afterthoughts. This skill is mode-aware: pick the section that matches your work.

## When to trigger

- Specifying identification, sampling, case selection, or measurement
- A reviewer questioned spatial autocorrelation, scale/MAUP, edge effects, validation, or a confound
- Justifying why the design adjudicates the rival account from `aaag-literature-positioning`

## Spatial / quantitative analysis & GIScience
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