Unit 4: Developing Your Management Inquiry Skills: Collecting and Analysing DataNameCourseTutor’s NameDateCollecting and Analysing DataThe purpose of data collection is to provide answers to the research question: What roles should managers put into consideration while at work in order to ensure the organization presents positive performance? Therefore the data collected will be quantitativedata relating to independent variables, predictors, covariates, mediators and modifiers. The research question requires that data analysis should account for covariates and test interactions. The research design is descriptive and therefore data will be collected by survey and observation method CITATION Dör07 \l 7177 (Dörnyei, 2007). Data analysis will use the Regression Analysis approachbecause the result produced by the research is subject to multiple variables.Regression analysis fits in with quantitative research approach taken for this study. The research question calls for modelling and analysing several variables as well as establishing relationships between the dependent variable and one or more independent variables. Regression analysis is suitable for the research question because it is a method for testing the nature of relationships between dependent variables and independent variables CITATION Alw87 \l 7177