Learning Analytics & Data Insights

Panorama Education

TEACHER-FACING

A comprehensive student success platform that provides schools with social-emotional learning assessments, climate surveys, and analytics to support whole-child education and data-driven decision making.

"Research-backed SEL assessments with strong psychometric properties and comprehensive data visualization connecting academic and SEL outcomes."

Cost: Subscription-based pricing varies by district size and modules selected. Basic SEL surveys start around $3-5 per student annually.

Safety Gatekeepers

All Passed

Tools must pass all applicable gatekeeper criteria before being evaluated on the scoring rubric.

Accessibility

PASSED

WCAG 2.1 AA compliant with screen reader support, keyboard navigation, and accessible reporting interface.

Privacy & Data

PASSED

Student Privacy Pledge signatory with FERPA/COPPA compliance, clear data retention policies, and available Data Processing Agreements for districts.

AI Responsibility

(N/A)

Not applicable for this tool.

Content Safety

PASSED

Age-appropriate survey content with review processes, secure data handling, and appropriate content for K-12 settings.

Evaluation Scores

Each category is scored 1-5 and weighted to calculate the overall score. Tools must score 70+ to be listed.

Learning Design Integrity

25% weight

LDI

4/5

Rationale

Strong pedagogical foundation grounded in SEL research and positive psychology frameworks. Surveys map to CASEL competencies and provide actionable data for instructional planning. Supports data-driven SEL instruction and targeted interventions. Framework aligns with Hattie's collective teacher efficacy research by enabling school-wide data analysis. However, primarily focused on assessment rather than direct instruction design.

Instructional Efficacy

20% weight

EFFICACY

4/5

Rationale

Strong evidence of effectiveness for teacher decision-making. Districts using Panorama systematically report improved identification of at-risk students, more targeted SEL interventions, and better allocation of support resources. Teachers report increased confidence in understanding student social-emotional needs and making data-informed SEL instructional decisions.

Feedback & Assessment

15% weight

4/5

Rationale

Provides clear, interpretable dashboards that enable teacher action. Real-time flagging of students with concerning SEL indicators. Progress tracking over time with grade-level and individual student views. Reports are designed for educator interpretation without extensive statistical training. Strong connection between assessment data and suggested interventions.

Equity & Access

15% weight

EQUITY

4/5

Rationale

Strong equity focus with surveys available in 10+ languages. Culturally responsive survey design with diverse research advisory board. Enables disaggregation by student subgroups to identify equity gaps. Asset-based framing in survey questions and reporting. Research specifically addresses bias in SEL assessment. However, could strengthen representation in imagery and case studies.

Tech & Ethical Design

15% weight

TECH

4/5

Rationale

Strong ethical design with comprehensive privacy protections. Transparent data practices and clear retention policies. No manipulative design patterns. User-first approach evident in interface design. Data governance meets high standards for educational settings. Clear terms of service and data processing agreements available.

Integration & Usability

10% weight

INTEGR

5/5

Rationale

Excellent integration capabilities with major SIS systems (PowerSchool, Infinite Campus, Skyward). LTI integration available. SSO support. Minimal teacher setup required - most data flows automatically from existing systems. Strong API for custom integrations. Reduces teacher administrative burden by automating data collection and analysis.

Additional Information

Cost

Subscription-based pricing varies by district size and modules selected. Basic SEL surveys start around $3-5 per student annually.

VALUE

3/5

5 = Free, 1 = Expensive

Data Practices

Exemplary privacy practices as Student Privacy Pledge signatory with FERPA/COPPA compliance, clear data retention policies, and available Data Processing Agreements for districts.

DATA

5/5

5 = Excellent transparency

Evidence Base

Tier 4 - Randomized controlled trials showing positive effects

EVID

4/5

5 = RCT level evidence

Bottom Line for Educators

Panorama Education exemplifies research-based educational data analytics, providing teachers with actionable insights about student social-emotional learning that demonstrably improve instructional decisions. Strong evidence base, ethical design, and excellent integration make it a standout tool for data-driven SEL instruction.

Key Strengths

•Research-validated SEL assessments with strong psychometric properties
•Excellent system integration reducing teacher administrative burden
•Clear, actionable dashboards that enable targeted interventions

Areas for Improvement

•Could strengthen direct instructional content beyond assessment
•Expand visual representation in marketing and case studies

Disclaimer: This evaluation reflects the tool's state at the time of review (see date above). Features, pricing, and policies may have changed. We recommend verifying current information directly with the vendor before making adoption decisions.

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Evaluation Scores

Each category is scored 1-5 and weighted to calculate the overall score. Tools must score 70+ to be listed.

Learning Design Integrity

25% weight

LDI

4/5

Rationale

Instructional Efficacy

20% weight

EFFICACY

4/5

Rationale

Feedback & Assessment

15% weight

4/5

Rationale

Equity & Access

15% weight

EQUITY

4/5

Rationale

Tech & Ethical Design

15% weight

TECH

4/5

Rationale

Integration & Usability

10% weight

INTEGR

5/5

Rationale

Additional Information

Cost

Subscription-based pricing varies by district size and modules selected. Basic SEL surveys start around $3-5 per student annually.

VALUE

3/5

5 = Free, 1 = Expensive

Data Practices

Exemplary privacy practices as Student Privacy Pledge signatory with FERPA/COPPA compliance, clear data retention policies, and available Data Processing Agreements for districts.

DATA

5/5

5 = Excellent transparency

Evidence Base

Tier 4 - Randomized controlled trials showing positive effects

EVID

4/5

5 = RCT level evidence

Bottom Line for Educators

Key Strengths

•Research-validated SEL assessments with strong psychometric properties
•Excellent system integration reducing teacher administrative burden
•Clear, actionable dashboards that enable targeted interventions

Areas for Improvement

•Could strengthen direct instructional content beyond assessment
•Expand visual representation in marketing and case studies