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Get Started Free →Use when drafting or polishing prose for an Annual Review of Psychology (ARPsych) review so it lands the authoritative-yet-accessible house voice for a broad psychology readership. Shapes voice, abstract, and intro; it does not design the spine (arpsych-organizing-framework) or run final checks (arpsych-submission).
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -25% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 35% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 16% | 0% |
ARPsych reviews are read across all of psychology and by adjacent fields. The register is authoritative but accessible: written by a leading expert, readable by a smart psychologist outside the subfield, and usable in a graduate seminar. The two failure poles are (1) a dense specialist treatise only insiders can parse, and (2) a chatty overview with no analytical edge. Aim between them: deep but legible.
| Principle | In practice | |-----------|-------------| | Argument forward | Every section advances the spine; the reader always knows where they are in the framework | | Define on first use | Spell out constructs, paradigms, and acronyms for the adjacent reader | | Show the mechanism | Explain why an effect occurs, not just that N studies found it | | Synthesize, don't list | Discuss cell-defining work; cluster confirmatory studies in citations | | Calibrated confidence | "Robust", "mixed", "contested", "unknown" used precisely (ties to balance) | | Active, concrete prose | Prefer plain verbs over nominalizations; one idea per sentence |
The introduction must promise exactly what the review delivers — so write it once the spine is final. A strong ARPsych intro:
The abstract is the most-read paragraph: organizing question, the framework, the headline synthesis, and the open agenda — no method-section throat-clearing.
ARPsych reviews are expected to end by pointing forward: the open questions, the methodological needs, the contradictions awaiting resolution — ideally the empty cells of your framework (检索于 2026-06;以官网为准). This section is a large part of why the field reads the review; it is not a perfunctory wrap-up.
A co-authored review must read as one author. Assign a single integrator to do a unifying pass; differing section voices are a common reviewer complaint.
text【Voice】authoritative + accessible; passes non-specialist read? Y/N 【Argument-forward】every section advances the spine? Y/N 【Definitions】constructs/acronyms defined on first use? Y/N 【Confidence calibration】robust/mixed/contested/unknown precise? Y/N 【Abstract + intro】written last; state organizing question + spine? Y/N 【Future directions】substantive, tied to framework's open cells? Y/N 【One voice】multi-author integrated? (N/A if single author) 【Next step】→ arpsych-transparency-and-reproducibility (document search / meta-analysis)
Other measured skills in the registry, with their headline benchmark lift.