arsoc-tables-figures
GitHub为《社会学年评》综述构建三大展示材料：跨研究摘要表、概念框架图及元证据图表。旨在通过可视化手段清晰呈现文献综合结果，避免生成原始回归数据或正文写作。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-tables-figures -g -y
SKILL.md
Frontmatter
{
"name": "arsoc-tables-figures",
"description": "Use when building exhibits for an Annual Review of Sociology (ARSoc) review — summary \"who-found-what\" tables, the conceptual\/framework figure, and meta-evidence exhibits that synthesize across studies. Designs review exhibits; it does not produce original-estimate regression tables (an ARSoc review reports no new estimates of its own) or write prose (arsoc-writing-style)."
}
Tables & Figures for a Review (arsoc-tables-figures)
When to trigger
- The synthesis is done and a cross-subfield reader needs to see the area at a glance
- A debate or a body of findings would be clearer as a table than as prose
- The organizing framework would land better as a diagram
- You are tempted to paste a regression table — but this is a review, not a primary paper
The three exhibit types an ARSoc review actually uses
ARSoc exhibits summarize across the literature; they do not present the author's own estimation. The workhorses:
| Exhibit | Purpose | Design notes |
|---|---|---|
| Who-found-what summary table | one row per study (or per design class): question/claim, method/mode, sample, finding, tradition, credibility note | rows ordered by the framework's cells, not chronology; columns let the reader compare comparable objects |
| Conceptual / framework figure | render the organizing spine — taxonomy tree, mechanism/process diagram, levels-of-analysis map, the simple model | this is often the review's signature exhibit; it should be restate-able from memory by a non-specialist |
| Meta-evidence exhibit | a forest-style plot, a timeline of a debate, a coverage/citation map | use only when the estimates are commensurable; otherwise it manufactures false consensus |
Building a credible summary table
- Compare like with like. Group studies that address the same object; never put non-comparable claims or estimands in one column (the cross-study pooling error from
arsoc-comprehensiveness-and-balance). - Carry the mode and the credibility. Sociology mixes ethnography, surveys, computational analysis, and theory; a method/mode column plus a credibility note lets the reader weigh a row without re-reading the study.
- Self-contained captions. An ARSoc exhibit is read on its own by a cross-subfield sociologist; the caption states what the table shows, the unit, how to read a row, and the source studies.
- Source every cell. Each entry traces to a study in the evidence matrix; an unsourced claim in a review of record is indefensible.
The conceptual figure is ARSoc's signature
Because the readership spans subfields, the framework figure carries disproportionate weight: it is what a sociologist from another area remembers and reuses (and what gets reproduced in syllabi). Invest in one diagram that renders the spine cleanly — a taxonomy tree, a mechanism flow, or a levels-of-analysis map — so a reader who recalls nothing else can reconstruct the subfield's structure from it. Annual Reviews production supports full-color figures; design for legibility in the published format and confirm current figure specs on the author pages (检索于 2026-06；以官网为准).
Meta-analysis caution
If you assemble effect sizes into a quantitative synthesis (forest plot, meta-regression), you are doing a meta-analysis, with its assumptions — comparable estimands, publication-bias diagnostics, weighting. Sociology's qualitative and theoretical strands rarely reduce to a pooled effect size; do this only where the literature genuinely supports it, and never pool incommensurable findings. ARSoc readers include the methodologists who would catch invalid pooling. If you do run a meta-analysis, its data and code must be reproducible (see arsoc-transparency-and-reproducibility).
Reproduced vs. re-drawn figures
When a figure from a reviewed study is central, prefer a re-drawn synthesis figure (your own panel placing several studies on common axes) over copying one study's exhibit — it serves the review's argument and avoids consensus-by-accident. If you reproduce an original figure, attribute it and secure any permission Annual Reviews requires (检索于 2026-06；以官网为准).
Checklist
- Each exhibit synthesizes across studies (no original-estimate regression output)
- Summary-table rows ordered by framework cells; only comparable objects share a column
- A method/mode column and a credibility note accompany each finding
- The conceptual figure renders the spine and is restate-able from memory by a non-specialist
- Any meta-evidence plot pools only commensurable estimates; bias diagnostics noted
- Captions are self-contained (what / unit / how to read a row / sources)
- Every cell sources to a study in the evidence matrix
- Figure specs / permissions confirmed against current Annual Reviews author pages (volatile)
Anti-patterns
- Pasting a regression table of the author's own new estimates — a review reports no new results
- A who-found-what table that pools incomparable claims into one column
- A forest plot implying a pooled consensus the literature does not support (or pooling qualitative work into effect sizes)
- Finding columns with no method/credibility note (every reader then asks "is that study any good?")
- A decorative figure that does not encode the framework — wasting the review's signature exhibit
- Exhibits whose captions require the body text to be intelligible (fails the cross-subfield reader)
Output format
【Exhibit set】<list: summary tables / conceptual figure / meta-evidence>
【Summary table】rows by framework cell; comparable objects only? Y/N
【Mode + credibility column】present for every finding? Y/N
【Conceptual figure】renders the spine; restate-able from memory? Y/N
【Meta-evidence】pools only commensurable estimates (or omitted)? Y/N
【Sourcing】every cell traces to the evidence matrix? Y/N
【Specs/permissions】confirmed on Annual Reviews author pages? Y/N · 待核实
【Next step】→ arsoc-writing-style (weave exhibits into the synthesis prose)
Version History
- 1839142 Current 2026-07-05 12:25
