Neftaly Research Documentation Framework

Comprehensive Guidelines for Methodologies, Prompts, Data Handling, and Templates

Prepared by: Neftaly Consumer Behaviour Analysis Research Office
Under Authority of: Neftaly Research Royalty

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🎯 Purpose

To ensure future Neftaly research projects are consistent, replicable, and compliant with ethical standards, the Neftaly Research Office develops and maintains structured documentation for:

• Research design and methodologies
• Prompt development (especially for GPT-driven studies)
• Data collection and handling protocols
• Reusable templates for reporting, survey design, and communication

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📘 1. Research Methodologies Documentation

🔍 Contents:

• Study design models: quantitative, qualitative, and mixed-methods
• Sampling frameworks: stratified, random, and purposive sampling guidance
• Channel-specific methodologies:
  • WhatsApp-based surveys
  • Web-based GPT interactions
  • SMS/USSD studies for low-bandwidth areas
• Bias control & error mitigation techniques
• Ethical approval process and informed consent templates

🛠️ Formats:

• Research Methodology Handbook (PDF)
• Editable Methodology Matrix (Excel/Google Sheets)
• Flowcharts and data collection diagrams (PNG/PDF)

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✍️ 2. Neftaly GPT Prompt Library Documentation

🧠 Contents:

• Categorized prompt sets by research theme:
  • Communication preferences
  • Service satisfaction
  • Behavioral triggers
  • Tone and content expectations
• Prompt writing guidelines:
  • Clear, culturally neutral language
  • Dynamic/conditional question branching
• A/B tested prompt examples with performance scores

📄 Deliverables:

• Master Prompt Repository (CSV, Notion, or Google Docs)
• Prompt Crafting Manual with use cases and best practices
• Localization guide for adapting prompts by region or language

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🧾 3. Data Handling & Management Procedures

🔐 Key Sections:

• Data collection protocols (by channel and tool)
• Data validation & cleaning routines (manual + AI-based)
• Anonymization and pseudonymization steps
• Data storage and access control policies
• Compliance checklists for GDPR, POPIA, and Neftaly Research Royalty policies

📂 Documentation Tools:

• Data Management SOP (PDF)
• Validation Pipeline Chart (Flowchart)
• Secure Data Access Matrix (Excel)
• Consent Form Templates (Multilingual PDF versions)

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🧩 4. Standardized Templates for Research Execution

Template Type	Description
✅ Survey Templates	Pre-configured forms for WhatsApp, web, and app platforms
📊 Reporting Templates	Formats for monthly/weekly reports (SCRR, executive briefs)
📈 Dashboards	Sample layouts for Neftaly Insight dashboards (Power BI/Tableau-ready)
📑 Internal Briefing Notes	For analyst handover, internal reviews, and team summaries
📄 Client Summary Templates	Branded, digestible formats for external distribution

All templates are pre-aligned with Neftaly’s visual identity and branding standards.

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📌 Maintenance and Access

• All documentation is stored in the Neftaly Research Library, accessible via the internal knowledge base.
• Version control is maintained using Git or Notion Wiki.
• Regular updates occur quarterly, or upon release of major Neftaly research cycles (e.g. SCRR-6, SCRR-7).

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✅ Benefits of Centralized Research Documentation

Benefit	Description
📚 Institutional Knowledge	Preserves methodologies and learning across teams
📏 Standardization	Ensures all research is consistent, ethical, and high-quality
🧠 Capacity Building	Onboards new researchers quickly with clear materials
🔐 Compliance	Ensures alignment with all data privacy and ethics requirements
🔄 Scalability	Enables efficient launch of new studies across platforms and regions