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Cie Policy Implication

ASecurity

Use when the policy-implication / 启示 section of a 《中国工业经济》 (China Industrial Economics) manuscript is vague. Forces ACTIONABLE recommendations — who, at which node, does what — derived from the findings and heterogeneity. This concreteness is the key difference from 《经济研究》, where implications stay at the significance level.

1,052 stars
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Added 6/4/2026
ai-agentsnode

Security Analysis

A100/100

Scanned 6/4/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill cie-policy-implication --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: cie-policy-implication
description: Use when the policy-implication / 启示 section of a 《中国工业经济》 (China Industrial Economics) manuscript is vague. Forces ACTIONABLE recommendations — who, at which node, does what — derived from the findings and heterogeneity. This concreteness is the key difference from 《经济研究》, where implications stay at the significance level.
---

# 政策含义(cie-policy-implication)

## 触发时机

- 文末政策建议是"加强、完善、推进、深化"四件套
- 建议谁都能写,与本文实证发现无关
- 建议停在"意义层",没说具体怎么做

## 本刊与《经济研究》的关键差异

投稿指南:"'启示/政策建议'**来源于结论又高于结论**…体现理论对于实践的指导意义,求新、求深、求实。"本刊办刊理念"**实践立地**"——政策建议必须**可操作**:

> **谁(主体)、在哪个环节(节点)、做什么(动作)、依据本文哪条发现 / 哪个异质性。**

这与《经济研究》"政策含义偏意义层"形成鲜明对比。

## 可操作建议四要素

| 要素 | 反例(不可操作) | 正例(可操作) |
|------|------------------|----------------|
| 主体 | "政府应…" | "试点城市发改部门 / 行业主管部门" |
| 节点 | "加强支持" | "在试点验收的资金拨付环节" |
| 动作 | "完善机制" | "将拨付与企业研发投入增量挂钩" |
| 依据 | (无) | "因本文发现效应集中于融资约束高的企业" |

## 从发现到建议(映射)

- **主效应** → 该政策值得推广 / 调整的总体判断
- **机制** → 建议应作用在机制环节(如经由融资约束 → 配套融资支持)
- **异质性** → **差异化施策**(对哪类主体加力、对哪类退出),这是本刊最看重的政策落点
- 注意边界:本文未检验的不要外推承诺

## 自检清单

- [ ] 每条建议有**主体 + 节点 + 动作**
- [ ] 每条建议**对应本文一条发现 / 一个异质性维度**
- [ ] 有**差异化政策**(来自异质性),不是一刀切
- [ ] 无"加强/完善/推进/深化"空泛四件套
- [ ] 不超出实证证据外推
- [ ] 与摘要、结论的核心观点一致,不重复堆砌

## 反模式

- "建议政府高度重视 X"——谁都能写
- 政策建议与实证发现脱节("两张皮")
- 一刀切建议,浪费了异质性结果
- 把"启示"写成对结论的简单复述

## 输出格式

```
【可操作性】高 / 中 / 低
【建议条目】每条:主体 + 节点 + 动作 + 依据发现
【差异化】来自异质性 √ / 一刀切(需改)
【四件套命中】X 处(应为 0)
【外推风险】无 / 有 <点>
【下一步】cie-submission
```

Attribution

brycewang-stanfordbrycewang-stanford
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