How do you approach analyzing and interpreting data during your research process?

Sample interview questions: How do you approach analyzing and interpreting data during your research process?

Sample answer:

Analytical and Interpretive Process

1. Data Cleaning: Removing errors, inconsistencies, and outliers to ensure data integrity.

2. Descriptive Analysis: Summarizing data using statistical measures (e.g., mean, median, standard deviation) to identify patterns and trends.

3. Inferential Analysis: Using statistical tests (e.g., t-tests, regression) to make inferences about the data and draw conclusions.

4. Triangulation: Combining data from multiple sources (e.g., interviews, surveys, documents) to enhance validity and reliability.

5. Contextualization: Placing findings within the broader social, political, and economic context to provide a nuan… Read full answer

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