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Aerj Theory And Framework

ASecurity

Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript. AERJ expects a clear framework that frames the question, guides the design and analysis, and elevates a result into a contribution to understanding. Strengthens the framework; it does not invent theory.

1,052 stars
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Added 6/4/2026
ai-agentstesting

Security Analysis

A100/100

Scanned 6/4/2026

Install to Claude Code

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

Installs into .claude/skills of the current project.

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SKILL.md
---
name: aerj-theory-and-framework
description: Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript. AERJ expects a clear framework that frames the question, guides the design and analysis, and elevates a result into a contribution to understanding. Strengthens the framework; it does not invent theory.
---

# Theory & Conceptual Framework (aerj-theory-and-framework)

AERJ rewards work that is **theoretically grounded** — a framework that frames the question, justifies
the design, and gives the findings meaning for the field. A strong result without a frame reads as a
report, not a contribution. The frame can be a formal theory, a conceptual model, or an interpretive
lens, depending on your tradition and section.

## When to trigger

- Articulating the conceptual / theoretical framework section
- A reviewer said the paper is "under-theorized" or "atheoretical"
- Connecting constructs to measures (quant) or to coding/interpretation (qual)
- Stating the propositions, hypotheses, or guiding questions the study tests or explores

## How to build the framework

1. **Name the frame and its provenance.** Whose theory or which conceptual tradition (learning theory,
   organizational theory, sociocultural, critical/equity frameworks, development, etc.)? Cite its
   strongest statement, not a textbook gloss.
2. **Make it do work.** The framework should generate the questions/propositions, motivate the design
   choices, and shape what counts as evidence — not sit decoratively in section 2.
3. **Define constructs operationally.** For quantitative work, tie each construct to a measure/indicator
   (hand off to `aerj-data-analysis`). For qualitative work, tie constructs to what you will look for and
   how you will interpret it.
4. **State the contribution to understanding.** Are you extending, testing, complicating, or
   integrating a framework? Be explicit; AERJ values conceptual advance.
5. **Attend to equity and context.** Where relevant, the frame should make explicit assumptions about
   who, where, and under what conditions the claim holds.

## The framework-does-work test

For each major design or analysis choice, write: *"We do this **because** the framework implies ___."*
If a choice has no such line, either the choice or the framework is underspecified.

## Anti-patterns

- A "theory" section that never reappears in design, analysis, or discussion
- Borrowing a framework as decoration while the analysis runs on intuition
- Hypotheses with no derivation from the frame; or qual coding with no conceptual anchor
- Over-claiming a grand theory from a single bounded study
- Ignoring context/equity assumptions the framework actually carries

## Output format

```
【Framework】name + provenance (key citation)
【Constructs】defined + linked to measures (quant) or to interpretation (qual)
【Propositions/Questions】derived from the frame
【Contribution】extend / test / complicate / integrate
【Does-work check】each design choice tied to the frame? [Y/N]
【Next】aerj-research-design
```

## Supplementary resources

- [`../../resources/external_tools.md`](../../resources/external_tools.md) — measurement/SEM and qualitative coding tooling
- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — AERJ scope and reporting-standards expectations

Attribution

brycewang-stanfordbrycewang-stanford
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