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demog-topic-selection
GitHub辅助判断研究是否契合Demography期刊定位，评估选题的人口学意义与贡献度，并根据字数和贡献类型推荐合适的文章体裁（Research Article、Note或Commentary）。
Trigger Scenarios
决定投稿Demography期刊的选题方向
被质疑论文偏向其他学科而非人口学
需要在不同文章类型间做出选择
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill demog-topic-selection -g -y
SKILL.md
Frontmatter
{
"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:
- 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.
- 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.
- 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.
- 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
Desk-reject fit patterns (what triggers the early "inappropriate for Demography" screen)
Demography, the Population Association of America flagship at Duke University Press, runs a pre-review that can desk-reject a paper as off-fit. The usual triggers and the reframe that rescues fit:
| Desk-reject pattern | Why it fails the population-science test | Reframe toward fit |
|---|---|---|
| "Uses Census/DHS data" but the outcome is a clinical or program endpoint | The dataset is demographic; the question is not | Recast around a rate, composition, or component of population change |
| A pure regression of Y on X with demographic controls | No demographic process is the object of study | Make the demographic quantity (e0, TFR, net migration) the dependent object |
| A method paper with no substantive payoff | Demography wants the population question the method answers | Show which contested trend or estimate the method newly resolves |
| Single-country narrative with no general-interest hook | A mortality reader sees nothing for them | Connect to comparative population theory or a cross-component implication |
Worked fit check (illustrative vignette)
A researcher has linked administrative records showing that internal migrants change jobs more often than non-migrants. Run the four-part test:
- Population question? As stated, no — it is a labor-mobility finding. Reframe: treat migration as a component of population redistribution and ask how selective out-migration reshapes the age-skill composition of sending regions (illustrative).
- General interest? After reframing, yes — an aging scholar cares about who is left behind.
- Real contribution? A decomposition of regional population change into migration-driven compositional shifts vs. natural increase is a genuine demographic move.
- Answerable scope? Yes, as a Research Note on one redistribution episode.
Verdict: off-fit as drafted, strong as a redistribution-and-composition paper.
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— population data sources by domain../../resources/official-source-map.md— Demography aims, scope, and article types
Version History
- 1839142 Current 2026-07-05 12:50
