Social Science and Psychological Sciences Research
8 Pages1104 Words374 Views
Added on 2019-09-26
ScenarioYou are a new graduate researcher at a social science and psychological sciences research institute. You have been given a dataset based on the most recent Australian Public Service Commission Census 2016, which is a survey of Australian Public Service Sector Employees and asked to analyse the data to answer several questions of interest that are presented on the following pages.You will use the data set provided for you in the Supporting resources section.Data preparationFor the purpose of your report, you must use SPSS to draw a random sample of 1500 of the 4352 observations. You will conduct your analysis on this sample of 1500. Instructions on how to generate your random sample are on pages four (4) to seven (7) of this document. Once you have drawn your random sample, you may need to modify your data for the binomial test. The instructionsof which are provided on page eight (8). Note, however, that some variables contain missing values. Therefore, each of your analyses might not contain the entire 1500 cases.Data analysisFor your assignment, you are required to complete the first four questions by producing the appropriate analyses and writing the relevant report for each question. You are also required to complete Question 5, which contains two short answer questions. The reports should follow the format of the model reports provided in the Additional resources section. For each of the first four questions requiring SPSS, you should include the relevant output (e.g. tables, confidence interval calculations and graphs) with your report.You are required to produce the following sets of analyses. Each analysis should be accompanied by a brief report (each report should be no more than one page).
PageDescriptionInstructions1The variable‘WorkEnjoyment’indicates the extent to which each employee agrees with the statement 'I enjoy my work'.Produce the relevant graph and table to summarise the‘WorkEnjoyment’variable and write a paragraph explaining the key features of the data observed in the output in the style presented in the course materials.2The variable‘JobEngagement’is a scale measurement that indicates how engaged anemployee is withthe job they work in. This variable was measured on a scale that can take values from0 to 20, with higher values representing greater Produce the relevant graph and tables to summarise the‘JobEngagement’variable and write a paragraph explaining the key features of the data observed in the output in the style presented in the course materials.
PageDescriptionInstructionsemployee engagement with their job.3The variable‘Bullied’indicates whether or not an employee has reported being bullied at work. An occupational health and safety researcher at the institute hypothesised that more than 13.7% of Australian publicservice staff have reported being bullied at work.Conduct a binomial test using the‘Bullied’variable to test the researcher's claim. Produce the relevant output andwrite a binomial test report based on your output in the style presented in the course materials.4The variable‘TeamEConduct a One-sample t-test using the‘TeamEngagement’variable to test this claim. Produce the relevant output and write a One-sample t-test report based on your output in the style presented in the course materials.
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