Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
› eursr-theory-building
eursr-theory-building
GitHub针对欧洲社会学评论期刊，将宏观制度与微观个体结果连接，构建可迁移的理论机制并推导可检验假设。适用于模型强但理论薄弱的场景，强调跨层交互与论证的普适性。
Trigger Scenarios
审稿人指出论文缺乏理论或假设是事后添加
需要明确机制、假设及适用范围
试图用个体层面解释跨国模式
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eursr-theory-building -g -y
SKILL.md
Frontmatter
{
"name": "eursr-theory-building",
"description": "Use when building the theoretical argument of a European Sociological Review (ESR) manuscript into a portable mechanism with testable hypotheses — typically a macro–micro (institution → individual outcome) account suited to comparative or longitudinal quantitative work. ESR rewards a mechanism that travels over a coefficient bound to one country or wave. Structures the argument; it does not run analyses."
}
Theory & Argument Building (eursr-theory-building)
At ESR a finding becomes a contribution when it is attached to an explicit mechanism that other sociologists can use and stated as testable hypotheses the design can adjudicate. ESR's house form is often a macro–micro argument: how an institutional or contextual feature shapes an individual-level social process. This skill turns data into theory.
When to trigger
- The models are strong but the "so what / why" is thin
- A reviewer said the paper is "atheoretical," "variable-driven," or "hypotheses tacked on"
- You need to state the mechanism, the hypotheses, and the scope conditions
- Reconciling a cross-national pattern with an individual-level explanation
Build the argument
- Concept. Define the key construct (the form of inequality, mobility, integration, the attitude) and distinguish it from neighbors; say how it is measured in principle.
- Mechanism. The social process generating the pattern — who acts, why, under what structural or institutional conditions. Make the macro–micro link explicit (how context C changes the individual calculus or constraint).
- Hypotheses. Derive directional, testable predictions before the analysis — including cross-level interactions (does the country/context feature moderate the individual effect?).
- Scope conditions. The contexts, populations, periods, and institutional regimes where the argument holds — essential for a comparative claim.
The macro–micro template (ESR-specific)
State the argument as a chain a reviewer can test:
Context feature (macro) → changes individual constraint/incentive (micro) → observable outcome
e.g., earlier tracking → earlier high-stakes choice under uncertainty → larger secondary
for lower-SES families (choice-based) SES gap
The cross-level interaction (macro × micro) is usually the hypothesis that carries an ESR paper — it is what cross-national or panel data can identify and a single cross-section cannot.
The "portability" test (ESR-specific)
Ask: Could a sociologist studying a different institution or country import this mechanism? If yes,
you have a contribution. If it only works for your wave or country, generalize the logic or reframe
(back to eursr-topic-selection).
What "theoretical contribution" means to an ESR referee
ESR referees grade portability and the macro–micro logic, not local cleverness or model fit alone.
| Referee judgment | A passing argument shows | A failing argument shows |
|---|---|---|
| "Atheoretical / variable-driven" | a named mechanism + derived hypotheses | a list of significant predictors |
| "Hypotheses tacked on" | predictions stated before the analysis | hypotheses that restate the results |
| "Why does context matter?" | an explicit macro–micro / cross-level link | a country dummy with no mechanism |
| "Where does it stop?" | scope conditions across regimes | an unbounded claim |
Worked micro-example (illustrative)
A panel study of unemployment scarring is built from data to a portable claim.
Concept: scarring = a lasting wage/employment penalty from a past unemployment spell, net of selection
Mechanism (macro–micro): generous, activating welfare regimes shorten spells and signal less, so the
individual scar is smaller where re-employment support is strong
Hypothesis (cross-level): the scarring penalty (micro) is weaker in high-activation regimes (macro)
→ a macro × micro interaction the comparative panel can test
Scope conditions: prime-age workers; regimes with active labor-market policy; pre-/post-crisis
Portability: a scholar of any state-buffered risk (illness, divorce) can import the buffering logic
The data yield a mechanism and a cross-level prediction another comparative subfield can use — the move ESR rewards.
Referee pushback → ESR-specific fix
- "This is a regression with a story attached." → Derive the hypotheses from the mechanism before the models; show the predictions are not just the estimates restated.
- "The country variable does no theoretical work." → Replace the dummy with a measured institutional feature and a cross-level interaction the data can identify.
- "Where does the argument hold?" → Add explicit scope conditions across regimes and periods.
Calibration anchors
- The cross-level interaction is usually the contribution. ESR's comparative/longitudinal leverage exists to test how context moderates an individual process — make that the headline hypothesis.
- Theory before tests. State the mechanism and derive hypotheses first; theorizing after the results reads as HARKing to expert referees.
- State the claim plainly with bounded scope. A mechanism a comparative sociologist can restate in a sentence, with explicit scope conditions, outperforms one buried under model output.
Anti-patterns
- A finding with no mechanism ("X predicts Y" and stop)
- Hypotheses that merely restate the coefficients (HARKing)
- A country/context dummy standing in for a theorized institutional feature
- Grand claims with no scope conditions
- Burying the argument under tables — the contribution must be stated plainly
Output format
【Core claim】one sentence
【Mechanism】the macro–micro / causal logic
【Key concept(s)】defined and distinguished
【Hypotheses】directional predictions incl. the cross-level interaction → research-design
【Scope conditions】regimes / periods / populations where it holds
【Portability】who else can use this argument
【Next】eursr-research-design
Supplementary resources
../../resources/external_tools.md— multilevel / SEM / panel tooling across methods../../resources/official-source-map.md— ESR scope and contribution expectations
Version History
- 1839142 Current 2026-07-05 13:13
