types of statistical tools for data analysis

This method considers the data collection time and categorizes the research into historical, present, and futuristic types. However, there are also other types of categories that consider the time factor for the research. These three main groups can be divided into sub-categories which are shown in Figure 1. Research Approaches Different types of research are classified based on a range of criteria including the application of study, the objectives of the research, and information sought. Keywords: Research methodology Research approach Qualitative research Quantitative research Mixed methods approach Research design 1.

Each method is clearly defined and specifically discussed based on applications, types, advantages, and limitations to help researchers identify select the most relevant type based on each study and navigate accordingly. This study provides a comprehensive review of qualitative, quantitative, and mixed-method research methods. However, with many options regarding the research design, it seems challenging for researchers to select the most appropriate approach based on the study and realize differences. These three research approaches are quantitative, qualitative, and mixed methods that are commonly used by researchers in various research studies. There are different ways to examine and explain a study and its findings based on using numbers as a measure, a descriptive style, or a mixture of both.

Types of statistical tools for data analysis