Description
Overview
Validation volunteers play a key role in ensuring eligibility and intake data are accurate, structured, and useful. However, the current validation process has key issues lthat can lead validation volunteers feeling confused and unconfident:
✔ Lack of structured validation rules → Volunteers struggle to distinguish eligibility vs. intake vs. service notes.
✔ No decision trees or workflow guidance → Leads to inconsistent data entry and confusion.
✔ Unstructured free-text fields → Resulting in errors, missing data, and inconsistent terminology.
✔ No integrated UI support → Volunteers have to reference external documents instead of accessing help in real-time.
✔ Outdated onboarding process → Training is text-heavy and lacks engagement, leading to lower connectedness to the overall initiative.
This issue focuses on defining validation rules, implementing decision trees, improving UI/UX for guidance, and enhancing onboarding to streamline volunteer training and improve accuracy. This issue is detailed into three workstreams which may be broken out into separate issues.
Problem Statement:
Currently, validation volunteers lack structured guidance on how to categorize eligibility data. This results in:
- Blurring between eligibility vs. intake vs. service details, making filtering inaccurate.
- Inconsistent application of validation rules, leading to data entry errors.
- Free-text fields causing errors and inconsistent terminology, making data difficult to standardize.
- No built-in UI support for validation rules, requiring volunteers to reference external guides.
- Training that lacks interactive elements, making it harder for volunteers to retain key concepts.
These issues impact data accuracy (#2346) and filtering logic (#2348), affecting both internal workflows and food seekers searching for assistance.
Workstreams & Action Items:
1. Define & Structure Validation Rules
- Owner: UXR Lead
- Dependency - Uses standardized eligibility fields from Standardize Eligibility & Improve Discoverability for Food Seekers and Volunteers #2346
Action Steps
- Review standardized eligibility fields from Standardize Eligibility & Improve Discoverability for Food Seekers and Volunteers #2346 to determine validation criteria.
- Define clear validation rules (e.g., “Proof of Residency must be a government-issued document”) or checklists.
- Develop decision trees to guide volunteers step-by-step.
- Conduct stakeholder review (internal + external validation teams).
- Finalize and document rules for integration into volunteer workflows.
2. Develop & Test UI/UX for Validation Guidance
- Owner: UXR Lead + Design Lead
- Dependency - Uses validation rules from Step 1
Action Steps
- Determine best UI format for validation guidance (e.g., tooltips, floating windows, inline prompts).
- Develop wireframes & prototypes for usability testing.
- Conduct usability and surveys with volunteers to assess effectiveness.
- Refine UI components based on feedback after each rollout phase.
- Finalize design and prepare for development handoff.
3. Implement an Improved Onboarding Experience
- Owner: UXR Lead
- Dependency - Uses decision trees & UI improvements from Steps 1 & 2
Action Items
- Redesign onboarding content to incorporate real-world eligibility scenarios.
- Use storytelling elements to make the process engaging - consider piggy-backing for resources e.g., https://www.feedingamerica.org/research/hunger-in-america/facts-and-faces).
- Develop a self-check test where volunteers apply validation rules.
- Pilot onboarding updates within the main rollout (not a separate mini-pilot).
- Roll out revised onboarding & measure retention impact.
- Tableau public - possible resource for quickly creating external informational sites as Feeding America does.
Potential Success Metrics:
- % reduction in validation errors due to eligibility vs. intake confusion
- % increase in fully completed eligibility fields after validation calls
- % decrease in “No Known Eligibility” listings that require correction post-validation
- % increase in volunteer satisfaction scores (survey results on clarity, ease, and confidence in validation process)
- Time saved per validation entry
Related Issues & Dependencies
#2346 Provides structured eligibility categories for validation
#2348 Ensures filtering logic reflects validated eligibility data
#2349 Tracks timestamping of validated data
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