Which term completes the sentence: ______ use relevant data in predetermined frameworks to achieve objective, externalized insight into a problem (e.g., Decision tree or back-casting)?

Which term completes the sentence: ______ use relevant data in predetermined frameworks to achieve objective, externalized insight into a problem (e.g., Decision tree or back-casting)?

• A. Graphical analysis
• B. Qualitative methods
• C. Descriptive statistics
• D. Structured analytical techniques

Answer: (B)

Qualitative methods involve using relevant data within predefined analytic frameworks to uncover explanations that can be shared with others. By collecting descriptive information—like interviews, documents, or field notes—and analyzing it through established coding schemes, themes, or logic models, analysts articulate findings in a way that others can scrutinize and verify. The examples given, such as a decision tree or back-casting, show how a structured framework organizes data and reasoning to reveal how conclusions are supported by evidence, producing externalized insights rather than mere impressions. This fit is better than the other options because descriptive statistics focuses on numbers, graphical analysis is too broad, and structured analytical techniques emphasize process over the interpretive, framework-driven synthesis.

Qualitative methods involve using relevant data within predefined analytic frameworks to uncover explanations that can be shared with others. By collecting descriptive information—like interviews, documents, or field notes—and analyzing it through established coding schemes, themes, or logic models, analysts articulate findings in a way that others can scrutinize and verify. The examples given, such as a decision tree or back-casting, show how a structured framework organizes data and reasoning to reveal how conclusions are supported by evidence, producing externalized insights rather than mere impressions. This fit is better than the other options because descriptive statistics focuses on numbers, graphical analysis is too broad, and structured analytical techniques emphasize process over the interpretive, framework-driven synthesis.