EDUCATION

EDUCATION

Example

Open EDUCATION

Student educational records MUST be protected under FERPA with access limited to legitimate educational interest.

Example: FERPA (Family Educational Rights and Privacy Act, 20 USC 1232g, 34 CFR Part 99) — applies to all educational institutions receiving federal funding. Educational records: any record directly related to a student maintained by the institution or a party acting on its behalf. Directory information (name, address, phone, dates of attendance, degree, honors) — may be disclosed without consent IF annual notification given AND opt-out period provided. Legitimate educational interest: school official performing a task specified in their job description, related to a student’s education. Annual notification requirements: rights to inspect, request amendment, consent to disclosure, file complaint with SPPO (Student Privacy Policy Office). COPPA (Children’s Online Privacy Protection Act, 15 USC 6501) — applies to children under 13, requires verifiable parental consent for data collection by commercial operators; school-authorized exception allows ed-tech vendors to collect data on school’s behalf. State-level extensions: California SOPIPA (Student Online Personal Information Protection Act) — prohibits targeted advertising to students, building behavioral profiles, selling student data. New York Education Law 2-d — supplemental data privacy protections and breach notification requirements for PII.

2. Curriculum Standards

Educational programs MUST align to recognized academic standards with measurable learning outcomes.

Example: Common Core State Standards (CCSS) — adopted by 41 states + DC for K-12 ELA and Mathematics, defining grade-level expectations: e.g., CCSS.MATH.CONTENT.3.OA.A.1 (Interpret products of whole numbers). NGSS (Next Generation Science Standards) — 3-dimensional learning: Disciplinary Core Ideas (DCI), Science and Engineering Practices (SEP), Crosscutting Concepts (CCC), organized by Performance Expectations (PE). State standards: Texas TEKS (Texas Essential Knowledge and Skills), Virginia SOL (Standards of Learning) — independently developed state-specific standards. Competency-Based Education (CBE): student advancement based on demonstrated mastery rather than seat time, supported by C-RAC (Council of Regional Accrediting Commissions) guidelines. Bloom’s Taxonomy (revised 2001): Remember, Understand, Apply, Analyze, Evaluate, Create — hierarchical classification of learning objectives used in curriculum design. OBE (Outcomes-Based Education): defining exit-level outcomes, program outcomes, and course-level outcomes with assessment rubrics. Alignment tools: Webb’s Depth of Knowledge (DOK) levels 1-4 for cognitive complexity, Achieve alignment protocol for standards-assessment alignment.

3. Assessment Integrity

Educational assessments MUST produce verifiable evidence of learning using standardized data models and secure delivery.

Example: SCORM (Sharable Content Object Reference Model) — ADL (Advanced Distributed Learning) specification defining: content packaging (IMS Content Packaging), run-time environment (API communication with LMS), and sequencing/navigation. SCORM 2004 4th Edition — supports complex sequencing rules, objectives tracking, and multi-SCO content. xAPI (Experience API, formerly Tin Can API) — statement-based learning record format: Actor + Verb + Object (e.g., “John completed Module 3”), stored in LRS (Learning Record Store), enabling tracking beyond LMS boundaries (simulations, mobile, VR, on-the-job). QTI (IMS Question and Test Interoperability) — XML-based standard for representing assessment items and tests, v3.0 supports: simple choice, multiple choice, text entry, essay, drawing, composite items. Assessment security: proctoring standards per ATP (Association of Test Publishers) guidelines, including remote proctoring (AI-based, live, recorded review), biometric authentication, browser lockdown (Respondus LockDown Browser), and item exposure control. Psychometric standards: AERA/APA/NCME Standards for Educational and Psychological Testing (2014) — validity evidence (content, response process, internal structure, relations, consequences), reliability coefficients (Cronbach’s alpha > 0.80 for high-stakes), and fairness (DIF analysis, accommodations).

4. Accreditation

Educational institutions and programs MUST maintain accreditation from recognized accrediting bodies with evidence of continuous improvement.

Example: Regional/institutional accreditors recognized by USDE (US Department of Education) and CHEA (Council for Higher Education Accreditation): SACSCOC (Southern Association of Colleges and Schools Commission on Colleges) — 73 standards across 14 sections, 10-year reaffirmation cycle with 5th-year interim report. HLC (Higher Learning Commission) — Open Pathway and Standard Pathway, criteria for accreditation in 5 areas: mission, integrity, teaching/learning quality/resources/support, teaching/learning evaluation/improvement, institutional effectiveness/planning. WASC Senior (WSCUC) — standards organized around: institutional purposes, academic programs, fiscal/physical/information resources, and organizational structures. NWCCU (Northwest Commission on Colleges and Universities) — 7-year cycle, Year 1 self-evaluation, Year 3 mid-cycle, Year 7 evaluation of institutional effectiveness. Programmatic accreditors: ABET (engineering/computing/applied science/natural science) — program-level accreditation with Student Outcomes (1-7) and Continuous Improvement process, typically 6-year cycle. AACSB (business) — 9 accreditation standards, AOL (Assurance of Learning) requirements, 5-year continuous improvement review. CCNE (nursing), LCME (medicine), ABA (law). Outcomes assessment: Institutional effectiveness = mission fulfillment + student achievement benchmarks (retention, completion, licensure pass rates, employment).

5. Credential Verification

Academic credentials MUST be verifiable, tamper-evident, and interoperable across institutions and employers.

Example: PESC (Postsecondary Electronic Standards Council) — XML-based standards for educational data exchange: College Transcript (official academic record exchange between 3,600+ institutions), Admissions Application, Financial Aid. EDI (Electronic Data Interchange): SPEEDE/ExPRESS — historical transcript exchange network. Digital badges: IMS Open Badges v3.0 (aligned with W3C Verifiable Credentials) — JSON-LD format containing: issuer, recipient, criteria, evidence, and alignment to standards. Badge validation: hosted verification (issuer URL), signed verification (cryptographic signature), and blockchain-anchored verification. W3C Verifiable Credentials (VC) — decentralized credential model: Issuer, Holder, Verifier triangle, using DIDs (Decentralized Identifiers), JSON-LD proof, and selective disclosure. CLR (Comprehensive Learner Record) — IMS Global standard extending transcripts to include competencies, co-curricular achievements, and experiential learning. European standards: ECTS (European Credit Transfer System) — 60 credits/academic year, Bologna Process harmonization across 49 countries. Europass Digital Credentials — EU-wide framework for digitally-signed qualifications. Diploma supplement: standardized description of qualification (8 sections per Bologna framework). National Student Clearinghouse — enrollment and degree verification for 97% of US higher education students.

6. Instructional Technology

Learning management systems and educational technology MUST implement interoperability standards for content, tools, and data exchange.

Example: LMS platforms: Canvas (Instructure, 30M+ users), Blackboard (Anthology, deployed at 2,700+ institutions), Moodle (open source, 300M+ users, 100K+ sites). LTI (Learning Tools Interoperability) — IMS Global standard enabling seamless tool integration: LTI 1.3 (OIDC-based authentication, JWT security tokens, deep linking, Names and Role Provisioning, Assignment and Grade Services). LTI Advantage = LTI 1.3 + Deep Linking + Assignment and Grade Services + Names and Role Provisioning Services. IMS Global (now 1EdTech): CASE (Competency and Academic Standards Exchange) — machine-readable standards frameworks. OneRoster — standard for exchanging class roster data between SIS and LMS (CSV and REST API). Caliper Analytics — IMS standard for measuring learning activities, generating Learning Sensor data (events: NavigationEvent, AssessmentEvent, GradeEvent) sent to Caliper endpoint. Ed-Fi Data Standard — K-12 data model covering students, staff, education organizations, assessments, used by SEAs (State Education Agencies) and LEAs (Local Education Agencies). SIF (Schools Interoperability Framework) — data sharing for K-12 administrative systems. Accessibility: WCAG 2.1 AA compliance (US Section 508, ADA Title II/III), VPAT (Voluntary Product Accessibility Template), UDL (Universal Design for Learning) framework.

Constraints

MUST:     Cite FERPA, accreditation body, or educational standard for education claims
MUST:     Distinguish between learning analytics (evidence of learning) and student surveillance (behavioral monitoring)
MUST NOT: Present LMS activity logs as equivalent to governed assessment evidence
*EDUCATION CANON VERTICALS*