¶ … Tailor data analysis to organizational and employee needs.
Quantitative Data Analysis
(Cohen & Crabtree, 2006)
Quantitative data is tabulated so according to the results for different variables in the data set. This provides a comprehensive picture of the data and assists in the process of identifying patterns.
A common way of displaying the data to facilitate the analysis is by using a frequency distribution, which is an organized tabulation of the number of the responses or scores according to each variable category. Tabulation provides a structured way to determine data accuracy, identify data outliers, gauge the spread of the scores or responses, and observe categorical frequency
Quantitative data analysis using interval data that are continuous, that has a logical order with standardized differences between values, but that does not have a natural zero. Items on a Likert scale are a good example of interval data.
Data are frequently displayed in a manner that condenses the data from the constructed frequency and percent distributions.
Surveys: Closed-ended Questions
Qualitative Content Analysis
When content analysis is treated as a quantitative method of analysis, it provides a way to systematically and objectively analyzes media content (Rubin & Rubin, 2004). This version of content analysis used standardized...
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