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📖 《把 AI 当助手——经济实证研究的诚信、方法与工具》双语网页版:每章中文部在前,English Edition 在后,内容与最新合订 PDF 一致。

附录 D · 诚信自查十问 ​


问题 1:你的论文中是否有任何内容完全由 AI 生成且未声明? ​

  • 对应:S0.0 / S11.1

  • 自查方法:回忆写作过程,是否有整段/整节直接复制AI输出

  • 合格标准:所有AI辅助内容已在声明中如实列出

问题 2:你引用的每一篇文献是否都经过 Zotero 或知网核实确实存在? ​

  • 对应:S3.1 / S3.2

  • 自查方法:随机抽取参考文献列表中的5条,逐一搜索确认标题/作者/年份/期刊正确

  • 合格标准:0条虚构文献(AI幻觉引用是最常见的学术不端之一)

问题 3:你的每一个回归系数/统计数字是否都能从你的 do 文件中复现? ​

  • 对应:S1.2 / S9.4

  • 自查方法:清空 Stata → 从头运行 do 文件 → 对照论文表格逐格核对

  • 合格标准:100%数字可复现,无手动修改

问题 4:你是否尝试过多种模型设定并只报告了显著的那个? ​

  • 对应:S9.1

  • 自查方法:回忆分析过程中“试了多少次”,是否每次都记录了

  • 合格标准:所有合理设定均在稳健性检验或规格曲线中呈现

问题 5:你的问卷/访谈数据是否获得了被调查者的知情同意? ​

  • 对应:S7.1

  • 自查方法:检查是否有签署的知情同意书或录音开头的口头同意

  • 合格标准:100%受访者知情同意,涉敏数据已脱敏

问题 6:你借用的量表是否注明了出处和原始信效度证据? ​

  • 对应:S5.1

  • 自查方法:检查问卷中每个量表是否有引用(如“借鉴Lusardi & Mitchell 2008”)

  • 合格标准:所有非自编量表均有明确出处+原始α值报告

问题 7:你的抽样方式是否如实描述(非概率抽样没有说成随机抽样)? ​

  • 对应:S5.2

  • 自查方法:阅读论文“数据”一节,检查抽样描述是否与实际一致

  • 合格标准:便利样本就写便利样本,不回避局限性

问题 8:你的理论框架图中每条箭头是否都有文献支撑? ​

  • 对应:S2.1 / S4.1

  • 自查方法:对照理论框架图,逐箭头找到参考文献列表中的对应条目

  • 合格标准:0条无文献支撑的箭头

问题 9:你的 data/raw 文件夹是否保持只读(从未手动修改原始数据)? ​

  • 对应:S8.1 / S9.3

  • 自查方法:检查 data/raw/ 文件的修改时间是否与获取时间一致

  • 合格标准:raw数据从获取后未被任何方式修改

问题 10:你的 AI 使用声明是否涵盖开题、投稿、答辩三个版本? ​

  • 对应:S11.1 / S11.2

  • 自查方法:检查三个版本文档是否存在且内容如实

  • 合格标准:三版声明齐全、内容与实际操作一致、无遗漏


自查结果记录表 ​

表 D.1 自查结果记录表。

L4|L4|L4|L4

问题 & 是/否/不确定 & 如“否”,整改措施 & 整改完成日期
1 & & &
2 & & &
3 & & &
4 & & &
5 & & &
6 & & &
7 & & &
8 & & &
9 & & &
10 & & &\


English Edition ​

Appendix D · Ten Integrity Self-Check Questions ​


Question 1: Is any part of your paper entirely AI-generated without disclosure? ​

  • Checkpoints: S0.0 / S11.1

  • How to self-check: recall the writing process—was any whole paragraph or section copied straight from AI output?

  • Pass standard: every AI-assisted passage is truthfully listed in the disclosure

Question 2: Has every reference you cite been verified in Zotero or CNKI as actually existing? ​

  • Checkpoints: S3.1 / S3.2

  • How to self-check: draw five entries at random from the reference list and search each one to confirm title, authors, year, and journal

  • Pass standard: zero fabricated references (AI-hallucinated citations are among the most common academic misconducts)

Question 3: Can every regression coefficient and statistic in your paper be reproduced from your do-file? ​

  • Checkpoints: S1.2 / S9.4

  • How to self-check: clear Stata → run the do-file from the start → compare cell by cell against the paper’s tables

  • Pass standard: 100% of numbers reproducible, with no manual edits

Question 4: Did you try several specifications and report only the significant one? ​

  • Checkpoints: S9.1

  • How to self-check: recall how many attempts the analysis involved, and whether each one was recorded

  • Pass standard: every reasonable specification appears in the robustness checks or the specification curve

  • Checkpoints: S7.1

  • How to self-check: check for signed consent forms or verbal consent recorded at the start of the audio

  • Pass standard: 100% of respondents gave informed consent, and sensitive data are de-identified

Question 6: Do the scales you borrowed state their source and original reliability/validity evidence? ​

  • Checkpoints: S5.1

  • How to self-check: check that every scale in the questionnaire carries a citation (e.g. “adapted from Lusardi & Mitchell 2008”)

  • Pass standard: every non-self-developed scale has an explicit source plus the original α

Question 7: Is your sampling method described truthfully (no non-probability sample presented as random)? ​

  • Checkpoints: S5.2

  • How to self-check: read the “Data” section of the paper and check that the description matches what you actually did

  • Pass standard: a convenience sample is called a convenience sample, and limitations are not evaded

Question 8: Is every arrow in your theoretical framework diagram supported by the literature? ​

  • Checkpoints: S2.1 / S4.1

  • How to self-check: go arrow by arrow through the framework diagram and locate the corresponding reference-list entry

  • Pass standard: zero arrows without literature support

Question 9: Has your data/raw folder stayed read-only (never manually editing raw data)? ​

  • Checkpoints: S8.1 / S9.3

  • How to self-check: check that the modification time of the files in data/raw/ matches when they were obtained

  • Pass standard: raw data untouched in any way since acquisition

Question 10: Do your AI-use disclosures cover the proposal, submission, and defence versions? ​

  • Checkpoints: S11.1 / S11.2

  • How to self-check: check that all three documents exist and their content is truthful

  • Pass standard: all three declarations present, consistent with actual practice, with nothing omitted


Self-check record sheet ​

Table D.1 Self-check record sheet.

L4|L4|L4|L4

Question & Yes/No/Unsure & Remedial action if “No” & Date completed
1 & & &
2 & & &
3 & & &
4 & & &
5 & & &
6 & & &
7 & & &
8 & & &
9 & & &
10 & & &\

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