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Get Started Free →Use when systematically gathering, reading, and synthesizing a body of economic research for an Annual Review of Economics (ARE) review — coverage discipline and avoiding citation gaps. Builds the evidence corpus and synthesis notes; it does not impose the analytical spine (arecon-organizing-framework) or appraise study credibility (arecon-evidence-standards).
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -3% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 9% | 0% |
An ARE review's credibility rests on the reader's belief that you read everything that matters — and ARE referees are often the very authors whose work is being weighed, so gaps are noticed. Build coverage systematically rather than from memory:
arecon-evidence-standards.Summarizing is restating each paper; synthesizing is making the papers talk to each other. Maintain an evidence matrix as you read:
| Column | What to capture | |--------|-----------------| | Study | author–year, the result you will cite it for | | Question/estimand | exactly what it measures (so non-comparable studies are not pooled) | | Method/data | design and sample (so you can weight credibility) | | Finding | direction + magnitude (for who-found-what tables) | | Credibility | identification strength, sample, robustness — your appraisal, since ARE runs no new estimates | | Tension | which other studies it agrees/conflicts with, and why |
This matrix is the raw material for the organizing framework, the summary tables, and the even-handed treatment of controversies. Crucially, you appraise primary studies — you are the field's referee-of-record for adjacent readers — you do not re-estimate them.
Unlike a Handbook chapter (exhaustive) or a JEL survey (deeper and longer), an ARE review must stay readable by an outsider in ~25–40 pages (检索于 2026-06;以官网为准). So the matrix serves a second purpose: it lets you cite the confirmatory tier in clusters while reserving prose for the field-defining work. Read exhaustively; write selectively. Coverage is proven by the citation set; accessibility is exercised in the prose.
text【Seed set】<canonical + pitch references> 【Snowball status】backward/forward iterated to saturation? Y/N 【Databases swept】EconLit / RePEc / NBER / SSRN — by keyword + JEL code? Y/N 【Frontier + adjacency】recent WPs and bordering literatures included? Y/N 【Saturation evidence】<where searches stopped yielding new must-cites> 【Evidence matrix】rows ready with estimand / method / finding / appraisal / tension? Y/N 【Coverage risks】<any author/school an omission referee could name> 【Next step】→ arecon-organizing-framework (impose the analytical spine on the matrix)
Other measured skills in the registry, with their headline benchmark lift.