Seeking Clarity in the Uncertainty of Change: Leveraging Data to School Improvement

Many school leaders are under pressure to improve specific metrics, but the path forward is often unclear. In choosing a course of action, leaders are asked to make collaborative decisions informed by data. However, school-based data is often imperfect and incomplete, and staff may lack capacity to collect and analyze data. This case describes a principal engaging with a school community facing calls for improvement, yet uncertain of what plan to adopt. It illustrates the challenges of using data to create a plan for improvement, and the difficulty in charting a path to meaningful change in conditions of uncertainty.

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Publication Details

Journal
Journal of Cases in Educational Leadership
Published
2025-08-14
DOI
https://doi.org/10.1177/15554589251361045
Primary Topic
Educational Assessment and Improvement
Type
article
Field-Weighted Citation Impact
0.00
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article

Seeking Clarity in the Uncertainty of Change: Leveraging Data to School Improvement

Madhu Narayanan
Journal of Cases in Educational Leadership
Educational Assessment and Improvement
article

Seeking Clarity in the Uncertainty of Change: Leveraging Data to School Improvement

Madhu Narayanan
article en

Abstract

Many school leaders are under pressure to improve specific metrics, but the path forward is often unclear. In choosing a course of action, leaders are asked to make collaborative decisions informed by data. However, school-based data is often imperfect and incomplete, and staff may lack capacity to collect and analyze data. This case describes a principal engaging with a school community facing calls for improvement, yet uncertain of what plan to adopt. It illustrates the challenges of using data to create a plan for improvement, and the difficulty in charting a path to meaningful change in conditions of uncertainty.

Journal of Cases in Educational Leadership
Florida International University (US)
Openalex Percentile: Top 78%
Educational Assessment and Improvement
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