Judgment
It is important to leverage data analysis and inferences in making both strategic and operational decisions in the complex business environment with a high degree of unpredictability and ambiguity.

Critical Thinking: Applying deliberative reasoning and impartial scrutiny of information to arrive at a possible solution to a complex problem .
Breakdown Problems: Deconstruct a problem into its constituent parts to reveal its underlying logic and assumptions.
Acknowledge Biases: Recognize and account for one’s own biases in judgment and experience.
Collect and Assess Evidence: Gather relevant evidence through personal observations, experimentation, or external sources.
Adapt Thinking: Adjust and reevaluate one’s own thinking in response to what one has learned.
Reasoned Assessments: Propose solutions to problems or develop a more accurate understanding of the topic at hand through reasoned assessment.
Rationality: Adhere to normative models from logic, mathematics, and artificial intelligence to guide reasoning.
Probability Theory: Use probability theory to quantify the likelihood of uncertain outcomes.
Decision Analysis: Choose optimal decisions in the face of uncertainty, considering possible future events and payoffs.
Judgment and decision-making are often considered together. Good judgment is a must for good decisions. It is also important to leverage data analysis and inferences in making both strategic and operational decisions in the complex business environment with a high degree of unpredictability and ambiguity.
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