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Data Collection Instruments & Analysis

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Gathering and analyzing data to create metrics that help our partners better understand their stakeholders and organizational environment.

WHAT WE HELP WITH

Instrument 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.

©2020 by Flourishing Associates

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