Study on the Design for Two-Stage Stratified Cluster Systematic Sampling: Focusing on the Case of a Survey on the Customized Student Support

This is a case study that establishes a sample survey design plan for all grades in elementary, middle, and high schools in Korea for the purpose of representing population at the national level. The main purpose is to provide academic and practical implications for survey-based education data collection by reflecting the structure and characteristics of school data. To this end, based on cases of survey design at the national level in Korea and abroad and the results of simulation experiments to secure representativeness of the results by grade for all elementary, middle, and high schools, a two-stage stratified cluster systematic sampling scheme was derived, and a plan for obtaining results at the national level and by grade was presented, and the main issues in the process were discussed.

Authors

Publication Details

Journal
Korean Society for Educational Evaluation
Published
2024-09-30
DOI
https://doi.org/10.31158/jeev.2024.37.3.663
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Study on the Design for Two-Stage Stratified Cluster Systematic Sampling: Focusing on the Case of a Survey on the Customized Student Support

Hyekyung Jung, Moon‐Soo Lee, Chanho Park
Korean Society for Educational Evaluation
Technology and Data Analysis
article

Study on the Design for Two-Stage Stratified Cluster Systematic Sampling: Focusing on the Case of a Survey on the Customized Student Support

Hyekyung Jung, Moon‐Soo Lee, Chanho Park
article en

Abstract

This is a case study that establishes a sample survey design plan for all grades in elementary, middle, and high schools in Korea for the purpose of representing population at the national level. The main purpose is to provide academic and practical implications for survey-based education data collection by reflecting the structure and characteristics of school data. To this end, based on cases of survey design at the national level in Korea and abroad and the results of simulation experiments to secure representativeness of the results by grade for all elementary, middle, and high schools, a two-stage stratified cluster systematic sampling scheme was derived, and a plan for obtaining results at the national level and by grade was presented, and the main issues in the process were discussed.

Korean Society for Educational EvaluationVol. 37(3)
Openalex Percentile: Top 73%
Technology and Data Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Study on the Design for Two-Stage Stratified Cluster Systematic Sampling: Focusing on the Case of a Survey on the Customized Student Support — Hyekyung Jung, Moon‐Soo Lee, et al. · Korean Society for Educational Evaluation (2024) | TGRS Research Map | TGRS