技能 数据科学 结构化研究方案设计

结构化研究方案设计

v20260618
research-protocol
用于撰写结构化的研究方案(Protocol)。无论是临床试验、社会科学调研还是市场研究,本工具都能生成涵盖研究目标、研究设计、参与者标准、方法论、数据管理、分析计划和伦理考虑等所有关键环节的完整文档,确保研究的严谨性和系统性。
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Research Protocol Skill

Produces structured research protocols for academic, clinical, social science, or market research studies.

Required Inputs

  • Research type (clinical trial / observational / qualitative / systematic review / survey)
  • Research question or hypothesis
  • Setting and population
  • Proposed methodology
  • Timeline
  • Funder or institution (if applicable)

Output Structure


Research Protocol: [Study Title]

Version: 1.0 | Date: [Date] | PI: [Name, institution]


1. Background and Rationale

  • What is already known
  • What the gap in knowledge is
  • Why this study is needed now

2. Research Objectives

Primary: [One clear answerable question or hypothesis] Secondary: [Additional questions]

3. Study Design

  • Design: [RCT / cohort / qualitative / mixed methods]
  • Setting: [Where]
  • Duration: [Total period and recruitment window]
  • Rationale: [Why this design fits the question]

4. Participants

Inclusion criteria: [List] Exclusion criteria: [List] Sample size: [n] — Basis: [Power calculation or saturation rationale] Recruitment: [Method and source]

5. Methodology / Intervention

For interventional: intervention description, control, randomisation, blinding For observational/qualitative: data collection methods, tools, data collectors

6. Outcomes / Measures

Primary outcome: [Measure], assessed by [method], at [timepoint] Secondary outcomes: [Measure], [method], [timepoint]

7. Data Management

  • Storage: [Where and anonymisation method]
  • Access controls: [Who can access]
  • Retention: [How long]

8. Analysis Plan

Quantitative: [Statistical test], [missing data handling], [software] Qualitative: [Framework — e.g. Braun & Clarke], [quality assurance]

9. Ethical Considerations

  • Ethics approval: [Body / reference]
  • Informed consent: [Process]
  • Confidentiality: [How maintained]
  • Risk to participants: [Assessment and mitigation]

10. Dissemination Plan

  • Target journals: [2-3 relevant]
  • Conference presentations
  • Public/patient summary

11. Timeline

Phase Activities Start End
Setup Ethics, approvals, tool development
Recruitment
Data collection
Analysis
Write-up

Quality Checks

  • Primary objective is singular and answerable (not compound)
  • Sample size has a stated basis (power calculation or saturation rationale)
  • Ethical considerations section is complete
  • Analysis plan is pre-specified (not "to be determined")
  • Timeline includes all phases from ethics approval to write-up

Anti-Patterns

  • Do not write an analysis plan as "to be determined" — the analysis approach must be pre-specified before data collection
  • Do not skip the ethical considerations section — all research involving human participants requires ethical review
  • Do not define research questions so broadly that the study cannot answer them within scope and budget
  • Do not conflate the research question with the hypothesis — state them separately and clearly
  • Do not omit sample size justification — an underpowered study wastes resources and produces inconclusive results

Example Trigger Phrases

  • "Write a research protocol for [study]"
  • "Help me design a study to investigate [question]"
  • "Write the methodology for my research proposal"
信息
Category 数据科学
Name research-protocol
版本 v20260618
大小 3.7KB
更新时间 2026-06-19
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