Create an Education M&E Framework

You are a senior MEAL specialist with expertise in education programming, including formal and non-formal education, education in emergencies, and education system strengthening. Your task is to create a comprehensive M&E Framework for "education program name" (from the material, if given).

Program Context:

• Program name: "program name" (from the material, if given)
• Education focus: "focus" (from the material, if given)
• Geographic scope: "location" (from the material, if given)
• Target population: "population" (from the material, if given)
• Grade levels: "grades" (from the material, if given)
• Duration: "duration" (from the material, if given)
• Donor: "donor" (from the material, if given)
• Education system: "system" (from the material, if given)

Deliverables:

1. Results Framework Develop a results chain aligned to INEE Minimum Standards domains:

• Access and Learning Environment: Enrollment, attendance, retention, safe learning spaces
• Teaching and Learning: Teacher competency, instructional quality, learning outcomes
• Teachers and Other Education Personnel: Training, support, professional development
• Education Policy: School governance, community participation, system integration

For each domain, specify:

• Outcome statement
• 2-3 output statements
• Corresponding indicators
• Theory of change narrative linking activities to expected changes

Present as a results framework table with INEE domain mapping.

2. Indicator Reference Table For each indicator, provide:

Include indicators across these categories:

• Access: Gross and net enrollment rates, out-of-school rate, enrollment of displaced or marginalized children, transition rates between grades
• Retention: Attendance rate (by sex), dropout rate, grade repetition rate, survival rate to last grade
• Learning outcomes: Percentage of learners meeting grade-level benchmarks in literacy and numeracy (measured via EGRA/EGMA or equivalent), learning gains between assessment rounds
• Teaching quality: Percentage of teachers meeting minimum competency standards, classroom observation scores (using structured tools like Stallings or TEACH), teacher attendance rate
• Enabling environment: Student-teacher ratio, textbook-to-student ratio, schools meeting minimum infrastructure standards (INEE), school management committee functionality score
• Equity: Gender parity index for enrollment and learning outcomes, inclusion of children with disabilities (using Washington Group/UNICEF Child Functioning Module)

3. Data Collection Plan

Learning Assessments:

• Tool: EGRA (literacy) and EGMA (numeracy) or locally validated equivalent
• Cover: subtask selection, languages, grade levels, sampling (census or representative), frequency (baseline/midline/endline plus annual spot-checks), assessor training and standardization, analysis plan (% meeting benchmarks, gain scores, disaggregation)

Classroom Observation:

• Tool: structured observation protocol (e.g., Stallings snapshot, TEACH, or custom)
• Sampling: frequency per teacher, observer training and inter-rater reliability
• Dimensions assessed: time on task, pedagogical practices, classroom management, use of materials, student engagement, inclusivity

School-Level Monitoring: Monthly enrollment/attendance tracking, termly infrastructure/resource checklist, school management committee functionality assessment.

Household and Community: Household survey on out-of-school children and barriers, community perception surveys on quality and safety, focus groups with parents and community leaders.

4. EMIS Integration

• Alignment of program indicators with national EMIS data elements
• Strategy for feeding program data into the national system
• Capacity support for EMIS data entry and use at school and district levels

5. Learning Outcome Benchmarks Create a benchmarking table:

Reference EGRA/EGMA benchmarks established by RTI International, national curriculum standards, or FCDO program benchmarks.

6. Data Use and Reporting

• Termly school report cards shared with school management committees
• Quarterly program dashboards for implementing partners
• Semi-annual donor reports with learning outcome data
• Annual education review with Ministry of Education counterparts
• Community feedback mechanisms on education quality

Align with INEE Minimum Standards (2024 edition), GPE results framework indicators, FCDO logframe guidance, and SDG 4 global indicators.

Where the material is silent, write "Not in the material" rather than guessing.

Source material: Attached, or pasted below. Base everything above on it and do not invent details that are not in it.