Use when deciding whether a project fits Demography (PAA / Duke University Press) and which article type to target. Demography is the multidisciplinary population-science flagship, so the test is general interest to demographers and a genuine population-change question, not just use of demographic data. Helps frame the question; it does not collect data.
Scanned 6/5/2026
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npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill demog-topic-selection --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: demog-topic-selection
description: Use when deciding whether a project fits Demography (PAA / Duke University Press) and which article type to target. Demography is the multidisciplinary population-science flagship, so the test is general interest to demographers and a genuine population-change question, not just use of demographic data. Helps frame the question; it does not collect data.
---
# Topic Selection & Fit (demog-topic-selection)
Demography publishes research "of **general interest to demographers**" on **how populations change,
the measurement of population composition and change, and their components** — fertility, mortality,
and migration — plus the **causes and consequences** of those changes. The bar is not "I used census
data"; it is **"this advances population science."** Use this skill to pressure-test fit before you
invest.
## When to trigger
- Choosing among possible projects or framings for a Demography submission
- A colleague said the paper is "not really demography" or "a health/econ paper using pop. data"
- Deciding between a **Research Article**, a **Research Note**, and a **Commentary**
- Unsure whether the contribution is descriptive measurement or causal explanation
## The Demography fit test
A strong Demography paper usually clears all four:
1. **A population question.** It is about a demographic process or outcome — levels, rates, timing,
composition, or change in fertility, mortality, migration, family, health/aging, or population
structure — not a topic that merely happens to use a demographic dataset.
2. **General interest to demographers.** A demographer working on a *different* component (a mortality
scholar reading a migration paper) should see why it matters for population science broadly.
3. **A real contribution.** A new estimate that revises understanding, a measurement or method advance,
a decomposition that isolates *what* drives a trend, or a mechanism that explains *why*.
4. **A clean, answerable scope.** Sharp enough to answer convincingly within ~8,000 words (Article) or
~4,000 (Note).
## Domain framing (speak to population science, not just your sub-area)
| Home domain | Reach population science by… |
|-------------|------------------------------|
| Fertility | connect tempo/quantum or parity dynamics to broader population change |
| Mortality | tie cause/age patterns to life expectancy, lifespan inequality, or compression |
| Migration | frame flows/stocks as components of population redistribution and growth |
| Family / households | link union, parity, or living arrangements to demographic outcomes |
| Health & aging | connect morbidity/disability to mortality, life tables, or population aging |
| Formal demography | show what substantive population questions the method newly answers |
## Article-type choice
- **Research Article** — full study, broad demographic claim, <= 8,000 words main text.
- **Research Note** — one crisp contribution (a decisive estimate, a measurement fix, a focused
decomposition), <= 4,000 words. Do not pad it into an Article.
- **Commentary** — a short response to a published article or an invited perspective, <= 2,000 words.
## Anti-patterns
- "First study of topic X in country Y" as the whole contribution (descriptive, narrow)
- A health/economics/sociology paper that uses demographic data but asks no population question
- A method demonstration with no substantive population-science payoff
- A sprawling question that cannot be answered within the main-text word cap
## Output format
```
【Question】one sentence (a population-change question)
【General interest】which demographers outside the sub-area care, and why
【Contribution type】estimate / measurement / decomposition / mechanism / method
【Type】Research Article / Research Note / Commentary
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】demog-literature-positioning
```
## Supplementary resources
- [`../../resources/external_tools.md`](../../resources/external_tools.md) — population data sources by domain
- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — Demography aims, scope, and article types
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