Which term best describes research that analyzes numerical data to identify patterns across incidents?

Which term best describes research that analyzes numerical data to identify patterns across incidents?

• A. Quantitative methods
• B. Qualitative methods
• C. Mixed methods
• D. Descriptive research

Answer: (A)

Focus on the use of numbers and statistical analysis. When research involves collecting data in numeric form and then applying statistics to uncover patterns, trends, or relationships across multiple incidents, it’s characteristic of quantitative methods. This approach relies on measuring variables, aggregating data, and using quantitative techniques to see how things vary or relate across cases. Qualitative methods, by contrast, center on non-numeric information—descriptions, interviews, observations, and themes derived from them—emphasizing meaning and context rather than statistical patterning. Mixed methods combine both approaches, while descriptive research describes features or frequencies of a particular situation, not necessarily through numeric pattern detection across incidents. So identifying patterns across incidents through numerical data best fits quantitative methods.

Focus on the use of numbers and statistical analysis. When research involves collecting data in numeric form and then applying statistics to uncover patterns, trends, or relationships across multiple incidents, it’s characteristic of quantitative methods. This approach relies on measuring variables, aggregating data, and using quantitative techniques to see how things vary or relate across cases.

Qualitative methods, by contrast, center on non-numeric information—descriptions, interviews, observations, and themes derived from them—emphasizing meaning and context rather than statistical patterning. Mixed methods combine both approaches, while descriptive research describes features or frequencies of a particular situation, not necessarily through numeric pattern detection across incidents.

So identifying patterns across incidents through numerical data best fits quantitative methods.