Question Details

Which of the following is NOT a method of data analysis?

Options

A

Qualitative method

B

Quantitative method

C

Mixed method

D

Subjective method

Show Answer

Correct Answer :

Option D

Subjective method

Solution :

The correct option is Subjective method.

To understand why this is the correct choice, let's examine the standard methodologies used in data analysis:
1. Qualitative method: This involves analyzing non-numerical data (such as words, images, or behaviors) to understand underlying concepts, opinions, or experiences.
2. Quantitative method: This focuses on testing theories and hypotheses using numerical data and statistical, mathematical, or computational techniques.
3. Mixed method: This integrates both qualitative and quantitative data analysis within a single study to provide a more comprehensive understanding of the research problem.

In contrast, data analysis aims to be systematic, structured, and objective. A "subjective method" is based on personal opinions, interpretations, points of view, and emotions rather than factual, reproducible, and systematic analytical frameworks. Therefore, a purely subjective approach is not recognized as a standard scientific method of data analysis.

Unlock Our Free Library

Access expert-curated educational resources and study materials—completely free.

Discover more resources

You may also like

Ask AI Tutor
5 left
Q1 View Question & Options
AI Tutor is solving this question...
Reading question context & options...