Research Methods Proposal Example | Topics and Well Written Essays - 500 words - 3

Methods - Research Proposal Example The points and techniques that such data use to analyze research data are expounded in a manner to capture the essence. Data analysis refers to the assessment of data or information using methods that will establish the trends, relationships, and patterns, which can be initiated in the data. Hence, it involves subjecting data to statistical procedures to create relationships that exist between variables. There are two types of data, quantitative Data that requires collected information that can be interpreted into numbers and qualitative data. The composition includes opinions, quotes, and descriptions that are collected. Data analysis helps to identify if there was any substantial change in the variables that are dependent and can bring about power in the data. Data analysis can also reveal factors that produce changes in the variables that are dependent. It also establishes the power that exists among different conditions, which affect the evaluation results. The analysis of data of the organization is associated with some limitations. Most of the results evaluated only experiment a sample of the group, so it does not fully embody the organization as a whole. When statistics is misused, it leads to substantial errors that can bring about devastating decision making in an organization. On the other hand, techniques applied correctly, the interpretation of the results may be difficult to an organization that has no expertise. The significance statistical data of a trend computes the level in which the trend could be influenced by variations in the random sample might not be in agreement with its significance. In addition, experts may interpret data that only favors an organization exempting out data that could be useful for future use. Data coding refers to a systematic method to reduce large sets of data into smaller units that can be analyzed by designing categories and derivative concepts from the data. Coding will be developed when testing