In management, data-driven decision making most directly supports which activities?

In management, data-driven decision making most directly supports which activities?

• A. Forecasting marketing budgets only
• B. Intuition-based decisions with no data
• C. Risk assessment and performance optimization
• D. Compliance reporting only

Answer: (C)

Data-driven decision making relies on using data and analytics to guide choices rather than relying on gut feeling alone. In management, this approach directly supports risk assessment and performance optimization because data reveals where risks lie, helps quantify their probability and potential impact, and tracks how changes affect outcomes. With data, you can measure key performance indicators, identify bottlenecks, run experiments, and continuously adjust strategies to improve efficiency and results. The other options are too narrow or oppositional to the method: forecasting marketing budgets is just one area and data-driven decision making is applicable across many domains, while intuition-based decisions with no data run counter to the approach, and compliance reporting is a specific administrative task rather than the broad decision-making activity the method enhances.

Data-driven decision making relies on using data and analytics to guide choices rather than relying on gut feeling alone. In management, this approach directly supports risk assessment and performance optimization because data reveals where risks lie, helps quantify their probability and potential impact, and tracks how changes affect outcomes. With data, you can measure key performance indicators, identify bottlenecks, run experiments, and continuously adjust strategies to improve efficiency and results. The other options are too narrow or oppositional to the method: forecasting marketing budgets is just one area and data-driven decision making is applicable across many domains, while intuition-based decisions with no data run counter to the approach, and compliance reporting is a specific administrative task rather than the broad decision-making activity the method enhances.