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AI-supported guidance for dual-language program integrity.

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  • Home
  • DLPI Framework
    • Framework Overview
    • Program Integrity
    • Equity as the Test of Program Integrity
    • Four Arenas of Change
    • Four Evidence Domains
    • Shared Non-Negotiables
    • Protective Adaptation and Decision Rules
    • Implementation Drift Indicators
    • Review-to-Improvement Cycle
    • Ownership and Escalation Structure
  • Findings
    • Eight Cross-Case Findings
    • Finding: Assessment and Intervention
    • Finding: Protective Adaptation and Implementation Drift
    • Finding: Shared Authority and Escalation
    • Finding: Shared Non-Negotiables and Equity
    • Safeguards and Monitoring
  • Guidance & Tools
    • Implementation Roadmap
    • Program Profile Template
    • Program Integrity Review Tool
    • DLPI Monitoring Indicators
    • Adaptation Decision Tool
    • Corrective Action and Restoration Plan Template
    • Ownership and Escalation Matrix
    • For School Leaders
    • For Network Leaders
    • For OMME and District Leaders
    • For Families and Governance
  • Research
    • Dissertation & Executive Summary
    • Purpose of the Study
    • Research Questions
    • Methodology
    • Participants and Data Sources
    • As-Is Analysis
    • Vision-to-Practice Gap
    • To-Be Analysis
    • Implementation Strategies and Actions
    • Policy and System Recommendations
    • Study Limitations
  • Resources
    • Knowledge Base
    • Downloads and Templates
    • Dual-Language Glossary
    • Frequently Asked Questions
    • References and Sources
  • About
    • About eLearner Network
    • About the DLPI Study
    • About Juan Carlos Zayas
    • AI Use, Privacy, and Limitations
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Framework Connections

Use responses to connect implementation questions to the core areas of dual-language program integrity.

  • Identify relevant framework arenas
  • Connect decisions to equity and access
  • Surface signs of program drift

Suggested Follow-Up Questions

Strengthen each response by asking focused questions about implementation, evidence, and next steps.

  • What evidence should I review?
  • What risks should leaders monitor?
  • What actions protect program integrity?

Leadership Considerations

Use the framework to support decisions that protect coherence, sustainability, and multilingual learner equity.

  • Clarify non-negotiables
  • Assess acceptable adaptations
  • Plan safeguards before implementation shifts