aerj-topic-selection
GitHub评估选题是否符合AERJ期刊定位，检验其是否具有跨子领域的广泛意义及清晰的主导研究视角。用于确定稿件是否适合旗舰综合期刊，并指导路由决策，避免仅具局部描述性或方法导向的偏差。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aerj-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "aerj-topic-selection",
"description": "Use when deciding whether a topic fits the American Educational Research Journal (AERJ), now an integrated field-wide journal, and whether the manuscript's dominant education-research lens is clear. AERJ rewards broad significance to education research, not subfield-only description. Tests fit; it does not generate research questions."
}
Topic Selection & AERJ Fit (aerj-topic-selection)
AERJ publishes work that spans the whole field of education research and matters beyond a single subfield. Before anything else, decide two things: is the question of broad significance, and what dominant education-research lens makes it legible to the integrated AERJ audience.
When to trigger
- Choosing or sharpening the question for an AERJ paper
- Unsure whether the topic is "big enough" for a flagship general journal
- Naming the dominant lens: policy/institutional, teaching/learning, human development, or cross-cutting
- Weighing AERJ vs a specialty outlet (e.g., a subfield or methods journal)
The fit test (broad significance)
- Field-wide stakes. Could a researcher in a different education subfield care about the finding or the framing? If only one niche cares, it may be off-fit.
- Significance for policy and/or practice. AERJ values work that informs how education is organized, taught, or experienced — name the stake explicitly.
- Conceptual contribution, not just a result. What do we understand differently afterward? Tie
this to
aerj-theory-and-framework. - Equity and context. AERJ readers expect attention to who is studied, in what context, and for whom the claim holds.
Naming the dominant lens
| Your topic is about... | Dominant lens |
|---|---|
| Policy, governance, finance, accountability, organizations, institutions, equity at the system level | Policy / institutional / organizational |
| Teaching, instruction, curriculum, learning processes, cognition, motivation, human development | Teaching / learning / development |
| The school as an organization and what happens in classrooms | Name the dominant framing; explain cross-field travel |
The lens is about topic and framing, not method. A multilevel quantitative study and an ethnography can both belong if the field-wide contribution is clear.
Anti-patterns
- A descriptive result with no broader significance ("we found X in one district")
- Pitching to a niche when the framing could reach the field
- Picking a lens by method (e.g., "it's qualitative so it must be learning/development") — wrong axis
- Chasing trendiness over a durable conceptual question
Fit-and-routing decision grid (AERJ-specific)
A flagship AERA general journal weighs reach across the field more heavily than methodological novelty alone. Read your topic against this grid before committing to the AERJ target.
| Topic shape | Likely verdict | Dominant lens | Why |
|---|---|---|---|
| Single-district descriptive finding, no broader claim | Better suited to a specialty outlet | None yet | Fails broad-significance test |
| Statewide accountability policy and its equity consequences | Strong fit | Policy / institutional | System-level institutional question |
| Classroom-level mechanism of how students learn a concept | Strong fit | Teaching / learning / development | Learning/development process |
| School organization shaping classroom instruction | Fit — name dominant lens | Cross-cutting | Straddles; pick framing axis, justify it |
| Methods demonstration with thin substantive stake | Needs sharpening | None yet | AERJ wants the education question foregrounded |
Worked fit vignette (illustrative)
A researcher has data on a principal-mentoring program across 60 schools and finds a leadership turnover reduction of about 9 percentage points (illustrative). Pitched as "a turnover study," it reads as a niche HR result. Re-pitched as how institutional support reshapes who stays to lead high-need schools and what that means for equity of access to stable leadership, it becomes a policy/institutional question of broad significance — the same 9-point number now carries a field-wide stake. The topic did not change; the framing crossed it from subfield-only to AERJ-appropriate.
Common rejection-at-the-gate patterns and the fix
- Topic is real but small. → Connect the local finding to a field-wide debate or a policy/practice stake the whole field recognizes; if none exists, route to a specialty journal honestly.
- Lens chosen by method, not topic. → Re-choose on the topic axis; AERJ publishes quantitative, qualitative, and mixed work.
- Trend-chasing with no durable question. → Anchor to a conceptual question that survives the news cycle; confirm scope expectations against the journal's current submission guidelines.
Output format
【Question】one sentence
【Broad significance】who beyond the subfield cares + policy/practice stake
【Conceptual contribution】what we understand differently
【Dominant lens】policy/institutional / teaching-learning / development / cross-cutting (and why)
【Fit verdict】strong / needs sharpening / better suited elsewhere
【Next】aerj-literature-positioning
Supplementary resources
../../resources/external_tools.md— education-research data sources by topic and level../../resources/official-source-map.md— AERJ scope and integrated-journal history
Version History
- 1839142 Current 2026-07-05 12:19
