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Writing a research paper is difficult, especially for new researchers who are not familiar with the process. Research-based writing is an academic endeavour that seeks to discuss a research problem through analysis and interpretations. It requires extensive research and supporting evidence to support the claims and opinions. Research papers follow a similar pattern of academic essays, but they are more detailed and rigorous. A research paper requires an ability to engage with the discourse critically and write in a scholarly manner. It requires a strong command of the topic and analytical skills to review the literature critically.

Regression analysis is used to measure and analyse data trends and patterns. Quantitative data is easy to analyse and evaluate. The research design of the quantitative research method assists the calculation process. Research design can have qualitative research or quantitative research design. A researcher may also use an integrated research method. The integrated research method incorporates both methods. It is challenging to conduct quantitative research as the data calculation, and interpretation in this process are challenging.