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Welcome
Metrics - Education
Key Metrics to Track (Education Report Card)
| Category | Metric
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| Academic Performance | Reading & math proficiency rates
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| Equity | Funding per student by district
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| Teachers | Retention, satisfaction, pay
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| Cost | Cost per graduate, student debt levels
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| Workforce | Job placement rates
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| Safety | Incident rates
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| Engagement | Attendance, graduation rates
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What You Can Do
Act Now
The best anchors for this page are official sources already used nationally: NAEP for academic performance, NCES for enrollment, graduation, and staffing indicators, the U.S. Department of Education for chronic absenteeism and College Scorecard measures, the U.S. Department of Labor for apprenticeship data, and OECD for international comparison.
NAEP provides national, state, and district results; chronic absenteeism is commonly defined federally as missing 10% or more of school days; College Scorecard publishes data on completion, debt, repayment, and earnings; and the Department of Labor publishes Registered Apprenticeship data and statistics.
A strong education system should be measured by whether it:
- teaches students well
- keeps them engaged and safe
- prepares them for work and citizenship
- supports teachers
- keeps education affordable
- reduces inequality
- turns spending into better outcomes.
What gets measured gets improved:
- We should measure results, not just spending.
- We should measure value, not just activity.
- We should measure outcomes, not just promises.
1. Governance and Accountability Metrics
Requirement Family: EDU-GOV
Core Measures
- Public Reporting Completion Rate
- Percent of required national, state, district, school, and program reports published on time.
- Dashboard Timeliness
- Average number of days between data close and public release.
- Corrective Action Closure Rate
- Percent of underperforming schools/programs that complete corrective action plans by deadline.
- Audit Finding Resolution Rate
- Percent of audit findings resolved within the required period.
- Performance Improvement Rate
- Percent of schools/programs under intervention that improve on at least one major outcome measure within 1 year and 3 years.
Best Public-Facing Metrics
- Annual public dashboard published: Yes / No
- Percent of underperforming schools with active corrective action plans
- Percent of corrective actions closed on time.
Why it matters
A system is not accountable unless the public can see performance clearly, compare it honestly, and track whether failure leads to action.
2. Equity and Funding Metrics
Requirement Family: EDU-FND
Core Measures
- Per-Student Funding Adequacy Index
- Actual funding ÷ required baseline funding.
- Weighted Funding Delivery Rate
- Percent of high-need student weights actually delivered to the schools serving those students.
- Funding Equity Gap
- Difference in per-student funding between high-poverty and low-poverty districts after adjusting for need.
- Instructional Spending Share
- Percent of total spending devoted to instruction.
- Administrative Spending Share
- Percent of total spending devoted to administration.
- Cost per Proficient Student
- Total spending ÷ number of students meeting proficiency.
Best Public-Facing Metrics
- Per-student funding
- Instruction vs. administration share
- Funding gap between high-need and low-need districts.
Why it matters
The issue is not just how much is spent. It is whether money reaches students, teachers, and classrooms efficiently and fairly.
3. Early Childhood and School Readiness Metrics
Requirement Family: EDU-ECE
Core Measures
- Pre-K Enrollment Rate (Ages 3-4 or 3-5)
- Percent of children enrolled in organized early learning programs.
- Kindergarten Readiness Rate
- Percent of entering kindergarten students meeting readiness benchmarks in literacy, numeracy, language, and social development.
- Early Screening Completion Rate
- Percent of children receiving developmental, vision, hearing, and learning-needs screening before or at school entry.
- Early Intervention Access Rate
- Percent of identified children receiving intervention within target time.
- Grade 3 Reading Proficiency
- Percent of students reading at or above grade level by Grade 3.
Best Public-Facing Metrics
- Pre-K enrollment
- Kindergarten readiness
- Grade 3 reading.
Why it matters
Strong systems intervene early. NCES already tracks young-child enrollment, making early access a practical national measure.
4. Teacher Excellence Metrics
Requirement Family: EDU-TCH
Core Measures
- Teacher Vacancy Rate
- Open teaching positions ÷ total authorized teaching positions.
- Teacher Retention Rate
- Percent of teachers who remain in the profession and in the same school after 1 year, 3 years, and 5 years.
- Teacher Turnover Rate
- Percent of teachers leaving the school or profession annually.
- Out-of-Field Teaching Rate
- Percent of teachers assigned outside their certified or trained field.
- Fully Certified Teacher Rate
- Percent of teachers holding full certification.
- Mentor Coverage Rate
- Percent of new teachers assigned a trained mentor.
- Teacher Compensation Competitiveness Ratio
- Average teacher salary ÷ average salary of similarly educated workers.
Best Public-Facing Metrics
- Teacher vacancy rate
- Teacher retention rate
- Compensation competitiveness ratio.
Why it matters
Teacher quality and stability are leading indicators of system quality. NCES tracks staffing pressure, and OECD shows U.S. teacher pay is weak relative to similarly educated workers.
5. Curriculum and Instruction Metrics
Requirement Family: EDU-CUR
Core Measures
- Grade 4 Reading Proficiency
- Grade 8 Math Proficiency
- Grade 8 Science Proficiency
- Grade 12 Reading Performance
- Grade 12 Math Performance
- Civics Proficiency Rate
- Financial Literacy Completion Rate
- Digital / AI Literacy Completion Rate
- Access to Standards-Aligned Instructional Materials
- Advanced Coursework Access Rate.
Best Public-Facing Metrics
- Grade 4 reading
- Grade 8 math
- Grade 8 science
- Civics proficiency.
Why it matters
NAEP is the clearest public benchmark for whether students are mastering core academic content over time and across states.
6. Assessment and Continuous Improvement Metrics
Requirement Family: EDU-ASM
Core Measures
- Assessment Burden
- Average annual testing hours per student.
- Early Warning Identification Rate
- Percent of at-risk students correctly identified for absenteeism, course failure, or dropout risk.
- Intervention Participation Rate
- Percent of identified students receiving targeted intervention.
- Intervention Success Rate
- Percent of students receiving intervention who return to on-track status.
- Growth Rate in Low-Performing Schools
- Year-over-year growth in proficiency or readiness among schools below benchmark.
- Root Cause Analysis Completion Rate
- Percent of designated low-performing schools completing formal cause analysis and improvement plan.
Best Public-Facing Metrics
- Chronic absenteeism
- Percent of at-risk students receiving intervention
- Percent of intervention students returning on track.
Why it matters
Measurement should lead to action. Federal guidance treats chronic absenteeism as a core indicator of student risk and disengagement.
7. Career Pathways and Workforce Alignment Metrics
Requirement Family: EDU-CTE
Core Measures
- CTE Participation Rate
- Percent of eligible secondary students enrolled in CTE.
- CTE Concentrator Rate
- Percent of students completing a defined sequence of CTE coursework.
- Dual-Credit Participation Rate
- Industry Credential Attainment Rate
- Registered Apprenticeship Participation Rate
- Work-Based Learning Participation Rate
- Job Placement Rate Within 6-12 Months
- Employer Satisfaction Rate
- Median Early-Career Earnings.
Best Public-Facing Metrics
- CTE participation
- Apprenticeship participation
- Credential attainment
- Job placement.
Why it matters
The U.S. Department of Labor already treats Registered Apprenticeship as a measurable national workforce pipeline, making it a practical scorecard metric.
8. Higher Education Affordability and Value Metrics
Requirement Family: EDU-HE
Core Measures
- Median Net Price
- Typical annual cost after grants and scholarships.
- Average Debt at Completion
- Median Monthly Loan Payment
- Completion Rate
- Transfer Success Rate
- Debt-to-Earnings Ratio
- Median Earnings After Completion
- Earnings Compared with High School Graduates
- Loan Repayment Progress Rate
- Time to Credential.
Best Public-Facing Metrics
- Median net price
- Average debt at completion
- Completion rate
- Earnings after completion
- Debt-to-earnings ratio.
Why it matters
College Scorecard already publishes completion, debt, repayment, and earnings data, which makes these measures practical and transparent for families and policymakers.
9. Student Support, Safety, and Well-Being Metrics
Requirement Family: EDU-SUP
Core Measures
- Chronic Absenteeism Rate
- Student-to-Counselor Ratio
- Student-to-Nurse Ratio
- Student-to-Social-Worker Ratio
- Mental Health Access Rate
- Percent of students with reasonable access to counseling or mental health support.
- Bullying / Harassment Incident Rate
- School Safety Incident Rate
- Attendance Recovery Rate
- Family Engagement Participation Rate.
Best Public-Facing Metrics
- Chronic absenteeism
- Student-to-counselor ratio
- School safety incident rate
- Mental health access rate.
Why it matters
Students cannot learn well when they are absent, unsafe, or unsupported. Chronic absenteeism is one of the clearest visible warning indicators.
10. Digital Infrastructure, Data, Privacy, and AI Metrics
Requirement Family: EDU-DIG
Core Measures
- Broadband Access Rate
- Percent of students and schools with reliable high-speed internet access.
- Device Access Rate
- Percent of students with access to a dedicated learning device.
- Instructional Platform Availability Rate
- Percent uptime for core digital systems.
- Interoperable Data System Coverage
- Percent of schools/programs reporting through compatible data standards.
- Privacy Incident Rate
- Number of student-data breaches or unauthorized disclosures per year.
- Cybersecurity Compliance Rate
- AI Oversight Compliance Rate
- Percent of AI-enabled high-impact uses with documented human oversight and transparency.
- Digital Literacy Completion Rate
- Responsible AI Training Completion Rate.
Best Public-Facing Metrics
- Broadband access
- Device access
- Privacy incidents
- AI oversight compliance.
Why it matters
A modern education system depends on secure digital access and trustworthy data practices, especially as AI becomes part of learning, tutoring, and administration.
11. Lifelong Learning and Adult Reskilling Metrics
Requirement Family: EDU-LLL
Core Measures
- Adult Learning Participation Rate
- Short-Credential Completion Rate
- Reskilling Completion Rate
- Wage Gain After Training
- Employment Transition Rate
- Recognition of Prior Learning Utilization Rate
- Employer Partnership Rate
- Access Rate for Displaced Workers and Other Priority Groups.
Best Public-Facing Metrics
- Adult learning participation
- Short-credential completion
- Wage gain after training
- Employment transition rate.
Why it matters
The education system should not end at age 18 or 22. It should help workers adapt throughout life.
12. Integrity, Oversight, and Public Report Card Metrics
Requirement Family: EDU-INT
Core Measures
- Annual Audit Completion Rate
- Questioned Cost Rate
- Dollar value of questioned costs ÷ total audited spending.
- Fraud / Abuse Case Resolution Rate
- Time to Close Audit Findings
- Public Report Card Publication Rate
- Data Accuracy Error Rate
- Program Review Completion Rate
- Reauthorization / Review Timeliness Rate.
Best Public-Facing Metrics
- Audit completion
- Time to close audit findings
- Public report card publication
- Data error rate.
Why it matters
Without oversight, funding can drift, reporting can mislead, and trust collapses.
13. Top-Line Metrics for the Public
- Grade 4 Reading Proficiency
- Grade 8 Math Proficiency
- High School Graduation Rate
- Chronic Absenteeism Rate
- Pre-K Enrollment Rate
- Teacher Vacancy Rate
- Teacher Retention Rate
- CTE Participation Rate
- Apprenticeship Participation Rate
- Median Net Price of Public College
- Average Debt at Completion
- Median Earnings After Completion.
These 12 cover the whole system: early learning, academic quality, engagement, teacher strength, workforce readiness, affordability, and value.
14. Data Source Map
| Requirement Family | Primary Data Sources
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|---|
| EDU-GOV | State report cards, federal reporting, audit records
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| EDU-FND | NCES finance data, state finance reports
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| EDU-ECE | NCES early-childhood enrollment, state kindergarten readiness systems
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| EDU-TCH | NCES School Pulse Panel, NTPS, OECD teacher comparisons
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| EDU-CUR | NAEP, state assessments, civics and literacy benchmarks
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| EDU-ASM | ED absenteeism data, state intervention systems
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| EDU-CTE | Perkins data, DOL Registered Apprenticeship, state workforce agencies
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| EDU-HE | College Scorecard, IPEDS, state higher-ed systems
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| EDU-SUP | ED absenteeism data, NCES school climate/staffing data
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| EDU-DIG | State and district infrastructure reporting, privacy and cybersecurity logs
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| EDU-LLL | DOL, workforce agencies, community college and adult-ed systems
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| EDU-INT | Audits, inspector general findings, public report cards
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15. Bottom Line
The Education Metrics page should answer one question:
Is the system producing better outcomes at a reasonable cost?
That means measuring:
- learning
- attendance
- graduation
- teacher strength
- affordability
- workforce readiness
- equity
- efficiency
- accountability.
That is the cleanest bridge between the Requirements page and the Act Now button.
Next: Technology and AI
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