What type of reasoning is associated with quantitative data?

What type of reasoning is associated with quantitative data?

• A. Inductive reasoning (words)
• B. Deductive reasoning (numbers)
• C. Inductive reasoning (numbers)
• D. Deductive reasoning (words)

Answer: (B)

Quantitative data are numbers, so the reasoning associated with them is deductive: you start with a general principle or theory and use it to predict or explain specific numerical results. This approach tests whether the observed numbers align with what the theory expects, applying a broad rule to concrete measurements. Inductive reasoning, by contrast, builds generalizations from descriptive observations, often qualitative, rather than applying a preexisting rule to numeric data.

Quantitative data are numbers, so the reasoning associated with them is deductive: you start with a general principle or theory and use it to predict or explain specific numerical results. This approach tests whether the observed numbers align with what the theory expects, applying a broad rule to concrete measurements. Inductive reasoning, by contrast, builds generalizations from descriptive observations, often qualitative, rather than applying a preexisting rule to numeric data.