Data Collection Tools & Analysis
Gathering and analyzing data to create metrics that help our partners better understand their stakeholders and organizational environment.
WHAT WE DO
Tool Development
Creating custom surveys, interview protocols, rubrics, and observation tools to meet the measuring needs of your organization.
Focus Groups & Interviews
Conducting qualitative research with students, teachers, leaders, and families to gain deeper insights into educational experiences and program effectiveness.
Data Wrangling
Cleaning, organizing, and structuring raw data from multiple sources (e.g., student assessments, attendance records, survey responses) to ensure accuracy and usability.
Data Analysis
Using statistical methods and qualitative techniques to identify trends, measure program impact, and provide actionable insights for schools and educational programs.
Benchmarking & Comparative Analysis
Comparing school or district performance against regional, state, or national data to identify strengths, gaps, and best practices.
Longitudinal Data Tracking
Monitoring progress over time to assess the long-term impact of interventions, curriculum changes, or policy shifts.
HIGHLIGHT: Custom Observation Tools
Flourishing Associates partners with schools and LEAs to develop customized teacher observation reporting systems that align with state standards and district priorities. Our tailored approach ensures that observation tools provide meaningful insights for educators and leadership, supporting instructional growth and data-driven decision-making.
FEATURES:
-
A well-organized evaluation system that aligns with state standards and district priorities, ensuring consistency and compliance.
-
Clear guidelines and resources for both teachers and evaluators, outlining expectations, observation criteria, and key timelines.
-
An observation tool that captures and scores evaluations instantly across domains and subdomains, providing immediate insights.
-
Actionable post-evaluation reports that summarize observation results, highlight strengths, and identify areas for growth.
-
A centralized platform that consolidates all evaluation data, allowing evaluators to analyze performance at both the school-wide and individual levels.
-
Tools for reviewing longitudinal trends, identifying instructional strengths, and pinpointing opportunities for improvement.
-
Coaching, training, and capacity-building programs to enhance interrater reliability and improve observation best practices.
Developed materials for educators and evaluators.
Observation tool to be used on a variety of devices.
Look for trends over time
Developed materials for educators and evaluators.