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Field data and assessment tools

Prepare better surveys, assessments, and MEAL workflows.

The Change Architect is adding a field-data layer for rapid assessments, monitoring, evaluation, accountability, learning, organization capacity, and KoboToolbox-compatible workflows. The goal is to help members collect better data, protect people, and turn evidence into useful decisions.

KoboToolbox fit KoboToolbox is a widely used humanitarian data-collection platform. The first step here is guidance, templates, and training for responsible use. Future optional integration should happen only with member-owned access, clear consent, and privacy controls.

Choose the right next step

From one useful template to a safer field-data workflow.

Explore the hubUse the public page to understand where field data fits: rapid assessment, MEAL, organization capacity, safeguarding, and reporting.
Download a starterPick an XLSForm or CSV control tool, then adapt it to your context, language, consent process, and data-protection rules.
Learn the methodUse the mini-course to practice form design, testing, enumerator briefing, quality review, and turning findings into action.
Request adapted supportFor teams, the stronger path is a workshop or clinic built around your real programme, donor, geography, and risk profile.

This pathway is designed for public visitors first, then members and organizations that need deeper training, cleaner forms, or a practical data-quality routine.

Use cases

Field data should connect to real humanitarian work.

Rapid assessments

Needs and situation checks

Prepare short, safe forms for field teams to collect priority needs, locations, population groups, service gaps, and immediate risks.

  • needs assessment forms
  • field visit checklists
  • triage and referral notes
MEAL

Monitoring and learning

Use structured forms for activity monitoring, post-distribution monitoring, feedback, learning briefs, and quality reviews.

  • PDM forms
  • indicator tracking
  • learning and accountability notes
Capacity

Organization assessment

Support local organizations with capacity, governance, safeguarding, finance, HR, procurement, and donor-readiness assessments.

  • capacity diagnostics
  • partner due diligence
  • improvement planning
Safeguarding

Responsible feedback

Design feedback and complaint channels with privacy, referral, consent, and safe handling rules before collecting sensitive data.

  • consent language
  • safe referrals
  • limited data collection
Training

Kobo-compatible practice

Create TCAA exercises where learners build survey logic, test forms, clean data, and write a short report from field evidence.

  • form design
  • enumerator readiness
  • data quality checks
Reporting

From data to decisions

Connect field collection to converter tools, AI-supported drafting, dashboards, publishing, and practical decision memos.

  • clean summaries
  • report tables
  • action recommendations

Workflow

A simple path from form to action.

1. DesignClarify purpose, consent, risks, and questions.
2. BuildCreate KoboToolbox-compatible forms and test logic.
3. CollectTrain enumerators and protect sensitive data.
4. CleanCheck completeness, duplicates, outliers, and labels.
5. UseConvert findings into reports, dashboards, decisions, or learning.

Integration rule

Do not import private survey data casually.

The future integration should not pull beneficiary, survivor, household, or sensitive field data into The Change Architect by default. If API integration is built later, it should use member-owned tokens, clear permission, disconnect controls, and strict privacy boundaries.

Next practical resources

What we should build next

  • rapid needs assessment form outline
  • organization capacity assessment checklist
  • MEAL monitoring form starter
  • consent and enumerator readiness checklist
  • TCAA mini-course: Field Data Collection With KoboToolbox