ACRN Sprout Matching Algorithm - Testing System

🌱 ACRN Sprout Matching System

Recovery-Focused Housing Compatibility Survey

🆔 Basic Information

🏥 Recovery Information

🏠 Lifestyle Preferences

💼 Practical Information

🤝 Support System

❤️ Personal Preferences

🔍 Test Individual Match

👥 Current Applicants in Database

📊 Batch Analysis

Find the best possible matches among all applicants in the database.

📚 Implementation Guide

Step 1: Data Collection

Use the "Add Applicant" tab to input applicant information. Each question corresponds to a specific algorithm input:

  • Recovery Stage: Critical for safety matching
  • Primary Issue: Prevents trigger conflicts
  • Lifestyle Preferences: Day-to-day compatibility
  • Support System: Balances stability levels

Step 2: Individual Testing

Use the "Test Matches" tab to:

  • Compare any two applicants
  • See detailed score breakdowns
  • Identify red flags
  • Get specific recommendations

Step 3: Batch Analysis

Use "Batch Analysis" to:

  • Find optimal matches across all applicants
  • Prioritize highest compatibility scores
  • Export results for case management

Score Interpretation

  • 85-100: Excellent Match - Proceed immediately
  • 70-84: Good Match - Recommended pairing
  • 55-69: Acceptable Match - Monitor closely
  • Below 55: Poor Match - Find alternatives

Red Flag Override System

The algorithm will flag dangerous combinations regardless of score:

  • Both applicants in early recovery with recent crises
  • Conflicting substance triggers
  • Incompatible smoking preferences
  • Severe financial instability for both

Integration Tips

  • Use this as a screening tool, not a replacement for professional judgment
  • Consider supervisor review for any red-flagged matches
  • Track outcomes to ref