Describe the Differences in the Univariate Analysis of Nominal/ordinal Variables

question 21

Essay

Describe the differences in the univariate analysis of nominal/ordinal variables and interval/ratio variables. What descriptive statistics are used to describe each type of variable?

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Definitions:

Manipulation and Co-optation

Techniques used in organizational change, manipulation involves covert influence, while co-optation involves bringing individuals into a change effort to secure their support.

Planned Change

A deliberate effort to improve a system, process, or outcome through structured methods and strategies.

Self-Renewal

The ability of individuals or organizations to adapt, evolve, and innovate continuously, fostering long-term sustainability and resilience.

Force-Coercion Strategies

Tactics used to compel or manipulate individuals or groups into compliance or agreement through the application of power, threats, or pressure.