Data Analysis for Dissertation, Thesis, and Capstone Project
Why You Need to Conduct Data Analysis for Dissertation
Data Analysis for Dissertation Can Be Quantitative of Qualitative
How to Write Accurate Data Analysis For Dissertation/Thesis
You have collected enough data on your dissertation topic. Now it important to follow these three steps to ensure accurate findings.
Step 1: Conduct comprehensive data cleaning. After collecting data, it is important to remove errors and prepare data for data analysis. Failure to clean data before analysis can result to inaccurate and misleading findings.
Step 2: Select the appropriate statistical test. Most students fail to select the correct statistical test even after spending weeks collecting data for their dissertation. It is important to select the most suitable statistical test to answer the research questions you presented in chapter 1. If you don’t have any data analysis skills, have a statistician develop for you a comprehensive data analysis plan to ensure your dissertation findings answers the research questions.
Step 3: Prepare data for analysis. Given that different software can be used for data analysis, it is important to prepare the appropriately. Software such as SPSS and STATA require data to be entered and coded correctly. If you are conducting qualitative analysis, you should enter your data into NVivo or your preferred software carefully to minimize the likelihood of errors.
Step 4: Run Statistical Assumptions Tests. Depending on the statistical tests, you need to conduct appropriate tests to ensure that the assumptions for these tests are met. Failure to run assumption tests can result in misleading dissertation findings.
Step 5: Interpret the results correctly. It doesn’t make any sense to collect good data and conduct analysis correctly, but provide incorrect interpretation. Having spent months writing your dissertation, it is very important to get this stage right. After analyzing data, it is important to interpret the data correctly and use the findings to answer the research questions. The results should be written in the correct format: APA, HARVARD, MLA, Chicago. e.t.c