What question did this study set out to answer?

To provide counseling psychology researchers with an introductory framework and practical guidance for applying cluster analysis to identify homogeneous subgroups within complex datasets.

October 1, 1987Journal of Counseling Psychology

Applying cluster analysis in counseling psychology research.

View Full Paper

Ask AI

Bookmark

Authors

FBFred H. BorgenIowa State University DBDavid C. BarnettGoogle (United States)

Discussion

Member takes

Implication

Methodological review outlines cluster analysis applications in counseling psychology, highlighting standardized frameworks for identifying homogeneous subgroups within complex psychological data.

Key Points

To provide counseling psychology researchers with an introductory framework and practical guidance for applying cluster analysis to identify homogeneous subgroups within complex datasets.
Reviewed historical applications of clustering across scientific fields, including numerical taxonomy in biology and chemical structure classification.
Synthesized core procedural steps, data characteristics such as level, shape, and scatter, and alternative clustering algorithms relevant to psychological inquiry.
Demonstrated that cluster analysis serves as an effective classification tool for isolating cohesive, non-overlapping groups in diverse counseling research areas.
Identified growing methodological consensus regarding robust clustering strategies and validation techniques for psychological datasets.

Cite This Study

Borgen et al. (1987) studied this question.

synapsesocial.com/papers/6a10ec77cfa01e990d9fd02b https://doi.org/10.1037/0022-0167.34.4.456

View Full Paper

Ask AI

Bookmark

Implication

Methodological review outlines cluster analysis applications in counseling psychology, highlighting standardized frameworks for identifying homogeneous subgroups within complex psychological data.

Applying cluster analysis in counseling psychology research.

Discussion

Member takes

Implication

Key Points

Cite This Study

Applying cluster analysis in counseling psychology research.

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider