Select a sample of schools, including replacement schools when needed, to support generalizable impact studies¶
Strategy · All strategies
Evidence · no claims cited
Description¶
The guide recommends that researchers sample schools in a way that represents the target population, and plan for "replacement schools, when needed" when originally selected schools decline to participate. This sampling-and-replacement step is presented as one of the key actions researchers can take so that study findings are more generalizable to the study's target population.
Design Implications¶
Context¶
Requirements¶
- Researchers must plan a school selection procedure and a replacement-school process in advance
Constraints¶
Target Learners¶
- education researchers designing impact studies
Target Learning Goals¶
- selecting school samples that support generalizable findings
Related Strategies¶
- Assess and adjust for differences between the study sample and the target population
- Actively manage school recruitment to protect the generalizability of impact studies
- Define the target population as the first step in designing a generalizable impact study
Examples¶
-
Key Sources¶
- Tipton, E., & Olsen, R. B. (2022). Enhancing the Generalizability of Impact Studies in Education. Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance (NCEE 2022-003). https://ies.ed.gov/ncee/
Page metadata
| Field | Value |
|---|---|
type |
strategy |
id |
school-sampling-with-replacement-schools-generalizability |
title |
Select a sample of schools, including replacement schools when needed, to support generalizable impact studies |
description |
The guide recommends that researchers sample schools in a way that represents the target population, and plan for "replacement schools, when needed" when originally selected schools decline to participate. |
status |
review |
generated |
by process:wiki-ingest on 2026-10-08 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — tipton-2022 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.