Field Surveys

GROUND TRUTH INTELLIGENCE

// Status: Qualitative Analysis // Protocol: Direct

Capturing the granular reality of governance, services, and daily life through structured, on-ground interaction. Unfiltered. Verified. Real.

Description

Active

A structured, on-ground interaction design to capture how governance, services, and policies are actually experienced in daily life.

Target: Qualitative Reality

Necessity

  • 01Local realities often differ widely from top-down data.
  • 02Citizen experience is filtered upstream.
  • 03Aggregates hide micro-failures.
  • 04Early warning signals are usually ignored.

Components

Respondents
Geographic Focus
Survey Instrument
On-ground Observation
Digital Data Capture

Workflow

HOW WE CONDUCT FIELD RESEARCH

Define

Geography & Population
Segments. Survey objectives.

Deploy

Trained local enumerators.
Local language expertise.

Collect

Structured interviews.
Audio/Img verified.

Monitor

Real-time tracking.
Location/Time verification.

Consolidate

Cleaned, structured data.
Ready for Analysis.

Protocols

QUALITY & INTEGRITY FRAMEWORK

IN-FIELD CONTROLS

  • Geo-tagging & time-stamping
  • Supervisor spot checks
  • Random photo verification

AI-BASED LIVE MONITORING

  • AI anomaly detection
  • GPS & biometric verification
  • Coverage consistency

POST-FIELD CHECKS

  • Back-checks (call-backs)
  • Data pattern audit
  • Recall accuracy screens

CROSS-VALIDATION

  • Triangulation with CATI
  • Historical benchmarking
  • Outlier flagging