What metrics would you use to evaluate Panorama Education's Social-Emotional Learning surveys?

Introduction

Evaluating the success of Panorama Education's Social-Emotional Learning (SEL) surveys requires a comprehensive approach to metrics that considers the unique challenges and opportunities in the education technology space. To address this product success metrics problem effectively, I'll follow a structured framework covering core metrics, supporting indicators, and risk factors while considering all key stakeholders.

Step 1

Product Context

Panorama Education's SEL surveys are digital assessment tools designed to measure and track students' social and emotional skills. These surveys are typically administered to K-12 students, teachers, and sometimes parents, providing schools and districts with valuable insights into their students' non-academic skills and well-being.

Key stakeholders include:

• Students: Primary users who complete the surveys
• Teachers: Administer surveys and use results to inform instruction
• School administrators: Use data for decision-making and resource allocation
• Parents: May complete surveys and receive insights about their children
• District leaders: Analyze trends and make policy decisions based on results

User flow:

1. Survey distribution: Administrators set up and schedule surveys
2. Survey completion: Students (and sometimes teachers/parents) complete the surveys
3. Data processing: Responses are aggregated and analyzed
4. Reporting: Results are presented in dashboards and reports
5. Action planning: Educators use insights to inform interventions and strategies

Panorama's SEL surveys align with the broader edtech trend of data-driven decision-making in education. They complement academic assessments by providing a holistic view of student development. Compared to competitors like Aperture Education or Kickboard, Panorama often emphasizes its research-based approach and comprehensive reporting features.

The product is in the growth stage of its lifecycle, with increasing adoption across U.S. school districts but still room for expansion and feature enhancement.