psci-topic-selection
Use when deciding whether an empirical psychology project fits Psychological Science and which manuscript type to target. The journal favors concise…
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技能内容
Topic Selection & Fit (psci-topic-selection)
Psychological Science publishes concise, high-impact empirical psychology. The bar is a finding
that is important, robust, and broadly relevant — and that can be argued in a very tight format.
Use this skill to pressure-test fit before investing.
When to trigger
- Choosing among possible projects or framings for Psychological Science
- A reader said the work feels "incremental," "underpowered," or "too niche"
- Deciding between a Research Article and a Registered Report
- A replication or extension you want to place (it must fit an Article or RR, not a retired Short Report)
The fit test
A strong Psychological Science paper usually clears all four:
- Impact + breadth. It changes how psychologists understand a phenomenon and is relevant beyond
one narrow paradigm. State why a psychologist in another area should care.
- Robustness. Adequately powered, with a credible design and analysis; the result should not hinge
on researcher degrees of freedom (see psci-study-design, psci-data-analysis).
- Open-science ready. You can share data and materials (or justify a documented exemption) and,
ideally, preregister — these are now requirements/graded factors, not extras.
- Fits the format. The argument can be made with a ≤ 2,000-word Introduction + Discussion and
a focused Method/Results. If it needs a sprawling narrative, it is the wrong venue or wrong framing.
Manuscript type
- Research Article — completed, well-powered empirical study (novel, replication, or extension).
- Registered Report (Stage 1) — strong prospective design; reviewed and accepted before data,
which protects against publication bias and is ideal for confirmatory or replication work.
- Registered Report with Existing Data — confirmatory analysis on data you have not yet analyzed
for this purpose; declare data provenance honestly.
- Commentary / Reply — a brief, focused response to a published paper (≤ 1,000 words).
Fit scoring — worked example (illustrative)
Score a candidate against the four gates before investing. The attention project, two framings:
Candidate A (off-fit): one N = 45 study, surprising induction effect,
no preregistration, request-only data.
Impact/breadth ~ moderate Robustness ✗ (underpowered, single study)
Open-science ✗ (request-only) Format ✓
Verdict: off-fit → reframe as a powered, preregistered package or place elsewhere.
Candidate B (strong): two preregistered studies (N = 240; N = 300),
internal replication, open data + materials with DOIs.
Impact/breadth ✓ (load-bearing premise, clinical inheritance)
Robustness ✓ Open-science ✓ Format ✓ (argues in < 2,000 words)
Verdict: strong fit → Research Article (or RR if framed prospectively).
Manuscript-type decision rules
| If the work is... | Target type | Why |
|-------------------|-------------|-----|
| Completed, powered, results in hand | Research Article | standard high-impact empirical slot |
| Designed but not yet run, confirmatory | Registered Report (Stage 1) | protects against publication bias; strongest credibility |
| A confirmatory test on un-analyzed existing data | RR with Existing Data | declare provenance honestly |
| A focused critique of a published paper | Commentary / Reply | brief, bounded (confirm current limit) |
| A replication of a famous fragile finding | Article or RR | Short Reports / standalone PDRs are retired |
Reviewer / editor pushback at the fit stage
- "Feels incremental" → find the decisive test or boundary condition that a broad audience inherits.
- "Too niche" → if no one outside the subarea cares, reframe the question or choose a specialty venue.
- "Underpowered and surprising" → this is the venue's cautionary archetype; add power and replication
before submitting, or expect a Registered Report suggestion.
Anti-patterns
- A single small, underpowered study with a surprising effect (robustness risk)
- A niche paradigm result with no broad relevance
- Choosing a Research Article when a Registered Report would make a confirmatory claim far stronger
- A project whose data/materials you cannot share and cannot justify withholding
Output format
【Question / effect】one sentence
【Impact + breadth】who cares beyond the subarea, and why
【Robustness】powered? design credible? preregisterable?
【Open-science ready】data + materials shareable (or justified)? [Y/N]
【Type】Research Article / Registered Report (S1) / RR-Existing-Data / Commentary
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】psci-literature-positioning
Supplementary resources
- [
../../resources/external_tools.md](../../resources/external_tools.md) — preregistration and power-analysis tools - [
../../resources/official-source-map.md](../../resources/official-source-map.md) — accepted manuscript types and format
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Psychological-Science-Skills/skills/psci-topic-selection/SKILL.md