Publication Date
| In 2025 | 1 |
| Since 2024 | 1 |
| Since 2021 (last 5 years) | 1 |
| Since 2016 (last 10 years) | 1 |
| Since 2006 (last 20 years) | 1 |
Descriptor
| Classification | 1 |
| Cluster Grouping | 1 |
| College Students | 1 |
| Educational Research | 1 |
| Multivariate Analysis | 1 |
| Research Methodology | 1 |
| Student Characteristics | 1 |
| Validity | 1 |
Source
| Research in Higher Education | 1 |
Author
| Yiran Chen | 1 |
Publication Type
| Information Analyses | 1 |
| Journal Articles | 1 |
Education Level
| Higher Education | 1 |
| Postsecondary Education | 1 |
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Peer reviewed
Direct linkYiran Chen – Research in Higher Education, 2025
The "k"-means clustering method, while widely embraced in college student typology research, is often misunderstood and misapplied. Many researchers regard "k"-means as a near-universal solution for uncovering homogeneous student groups, believing its success hinges primarily on the selection of an appropriate "k."…
Descriptors: College Students, Classification, Educational Research, Research Methodology
