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Jmf Theory And Conceptual Framework

ASecurity

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.

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Added 6/5/2026
ai-agentstesting

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A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jmf-theory-and-conceptual-framework --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
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

1. **Concepts** — define key constructs precisely (e.g., relationship quality, family complexity,
   coparenting) and distinguish them from neighbors; specify level (individual, dyad, family).
2. **Mechanism** — the family process: who does what, under what resources/constraints, with what
   interdependence between partners or generations.
3. **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`.
4. **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`).

## 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`](../../resources/external_tools.md) — analysis tooling for mediation/moderation and dyadic process
- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — JMF scope and theory/interpretation expectations

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brycewang-stanfordbrycewang-stanford
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