jmf-theory-and-conceptual-framework
GitHub用于构建JMF期刊论文的理论概念框架，将实证结果嵌入家庭科学理论（如生命历程、家庭系统），明确概念、机制与假设，确保解释力并满足审稿要求。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmf-theory-and-conceptual-framework -g -y
SKILL.md
Frontmatter
{
"name": "jmf-theory-and-conceptual-framework",
"description": "Use when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript. JMF values explicit family-science frameworks (life course, family systems, stress process, exchange\/bargaining, ecological) with clear concepts, mechanisms, and hypotheses. Structures the argument; it does not run analyses."
}
Theory & Conceptual Framework (jmf-theory-and-conceptual-framework)
At JMF a result is not a contribution until it sits inside a family-science framework that explains why families, couples, parents, or children behave as the data show. This skill turns findings into a framework: explicit concepts, mechanisms, scope conditions, and testable hypotheses.
When to trigger
- The empirics are strong but the "why / so what for families" is thin
- A reviewer called the paper "atheoretical," "ad hoc," or "just associations"
- You need to state mechanisms and hypotheses before testing them
- Choosing among family-science frameworks for the introduction
Common JMF frameworks (pick what fits; do not name-drop)
- Life course — timing, sequencing, transitions, linked lives, cumulative (dis)advantage, cohort/period. Strong for union formation, fertility timing, intergenerational ties.
- Family systems / family stress (ABC-X, double ABC-X) — interdependence, stressors, resources, coping, adaptation. Strong for couples and families under strain.
- Stress process — exposure and vulnerability to stressors, mediating/moderating resources.
- Social exchange / bargaining — costs, rewards, alternatives, relative resources; division of labor, relationship stability.
- Ecological / family ecology — nested contexts (dyad, family, neighborhood, policy).
- Demographic / second demographic transition — ideational and structural change in family behavior.
Build the framework
- Concepts — define key constructs precisely (e.g., relationship quality, family complexity, coparenting) and distinguish them from neighbors; specify level (individual, dyad, family).
- Mechanism — the family process: who does what, under what resources/constraints, with what interdependence between partners or generations.
- Hypotheses — derive directional, testable predictions (incl. moderation/mediation) that follow
from the framework. State what you would not expect if the framework is wrong. These become the
tests in
jmf-research-design. - Scope conditions — which families, contexts, life-course stages, and time periods the argument covers; resist universal claims from one sample or era.
The "family mechanism" test (JMF-specific)
Ask: Does the framework explain a family or relational process, or only label a correlation? If the
mechanism could be restated without families in it, sharpen it — name the dyadic/family/intergenerational
process that does the work, or reframe (back to jmf-topic-selection).
What JMF referees expect from the framework
| Expectation | Publishable | Desk-reject signal |
|---|---|---|
| Family theory engaged | Named framework constrains every hypothesis | Only a literature list |
| Mechanism is relational | A dyadic/parental/intergenerational process explains | Restatable with no families in it |
| Scope conditions stated | Which cohorts and family forms the claim covers | Universal claim from one era |
Referees for JMF, the flagship of family science published by Wiley for the National Council on Family Relations, read first for whether a family process is theorized. A correlation in family vocabulary is the most common reason a thin manuscript is returned without review.
Worked micro-example (illustrative)
A team studies whether marital quality predicts self-rated health in a longitudinal dyadic panel.
- Atheoretical (rejected): "Happier marriages link to better health" labels a correlation; no family process is named and selection (healthier people marry happier) is unaddressed.
- Framework version: Anchor in stress-process — strain is a chronic stressor, support a coping resource, defined dyadically. H1 within-person strain rises predict health declines (illustratively 0.15-SD per point). Falsifier: if strain shifts health only between persons, buffering fails.
Referee-pushback patterns and the family-theory fix
- "Atheoretical / just associations." Name the framework, let it generate the hypotheses, and show the test could falsify the mechanism, not merely a coefficient's sign.
- "Mechanism is individual, not relational." Re-specify at the dyad/family level — whose resource, whose constraint, whose interdependence carries the effect.
- "Cross-sectional claim about a dynamic process." If the framework is about change, hypotheses must be
about within-unit change (hand to
jmf-research-design).
Calibration (hedged): a framework that would read identically in a general sociology outlet usually under-serves the venue (contrast Demography's population-process lens). Engaging family theory is a hard expectation; the preferred frameworks rotate, so confirm against the current scope statement.
Anti-patterns
- HARKing — presenting post hoc results as a priori hypotheses; preregister where possible
- Listing a framework in the intro that never constrains the analysis
- Mechanisms named but never made observable or testable
- Treating dyadic/family processes as if they were individual-level (ignoring interdependence)
- Universal claims with no scope conditions (one cohort, one country, one family form)
Output format
【Framework】life course / family stress / exchange / ecological / demographic / other
【Core claim】one sentence (family-centered)
【Key concepts】defined + level (individual / dyad / family)
【Mechanism】the family/relational process
【Hypotheses】H1…Hk (directional, testable) → research-design
【Scope conditions】which families / contexts / periods
【Next】jmf-research-design
Supplementary resources
../../resources/external_tools.md— analysis tooling for mediation/moderation and dyadic process../../resources/official-source-map.md— JMF scope and theory/interpretation expectations
Version History
- 1839142 Current 2026-07-05 13:50
