Research Methods: Data Analysis

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12 Questions

What is the primary goal of data analysis?

To draw conclusions and support decision-making

What type of data analysis is used when it is not clear what to expect from the data?

Exploratory

What is the purpose of descriptive data analysis?

To describe, show or summarize data in a meaningful way

What is the main difference between qualitative and quantitative data?

Qualitative data is categorical, while quantitative data is numerical

What is the goal of inferential data analysis?

To make predictions about the population

What statistical measures are commonly used in descriptive data analysis?

Mean, median, mode, frequency, percentage, range

What is the main purpose of data presentation in research?

To organize and communicate information effectively

What is depicted in a graphical presentation of data?

Trends or comparisons between two or more sets of data

What is the purpose of a table in data presentation?

To present clear and organized data

What is the term for a written description of data using words, statements, or paragraphs with numerals, numbers, and measurements?

Textual presentation

What is the purpose of using tables in data interpretation?

To present clear and organized data

What is the term for the process of assigning meaning to data?

Data interpretation

Test your understanding of data analysis in research studies, including qualitative and quantitative methods, and the types of data involved. Learn how to validate research findings and draw conclusions.

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