Which of the Following Best Describes the Data Analytics Skill

question 21

Multiple Choice

Which of the following best describes the data analytics skill of developing an analytics mindset?

• A) recognize when and how data analytics can address business questions
• B) perform basic analysis to understand the quality of the underlying data and its ability to address the business question
• C) recognize what is meant by data quality, be it completeness, reliability or validity
• D) comprehend the process needed to clean and prepare the data before analysis

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Definitions:

Positive Reinforcement

Strengthens a behaviour by making a desirable consequence contingent on its occurrence.

Force-Coercion

A change strategy that involves using power to induce change through pressure or the use of authority, often leading to compliance but not necessarily agreement.

Political Manoeuvring

The strategic and often subtle actions taken within organizational or governmental contexts to gain advantage, influence decisions, or achieve specific outcomes.

Direct Forcing

A strategy where one party uses their power or authority to achieve their desired outcome without seeking compromise.