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When Only Ordinal-Level Data Are Available, Spearman's Rank Correlation Rather

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When only ordinal-level data are available, Spearman's rank correlation rather than the Pearson product-moment correlation coefficient must be used to analyze the association between two variables.


Definitions:

Homeostasis

A concept from systems theory referring to the tendency of a system, including biological and psychological systems, to maintain internal stability and equilibrium.

Interactional Sequence

A series of social interactions that follow a predictable pattern, often analyzed in therapy or social psychology to understand behavioral dynamics.

Systemic Dynamics

Interactions and patterns within systems (e.g., families, organizations) that influence and are influenced by individual behaviors and relationships.

Interactional Patterns

Recurrent ways of interacting or communicating among individuals within a relationship, group, or system that can influence dynamics and outcomes.

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