INSTRUCTIONS: Prepare your assessment in MS word file following the criteria below. 1. Cover page to include a. Module Name-Cohort. b. Title of assignment. c. Date. d. Student name and ID.

2. Use 12 pts Times new roman font. 3. Upload your assignment via the link provided. This assessment paper consists of three tasks. The dataset given for this assessment includes information on the residents in a community. Note that the variable label (description of what the variable represents) and value labels (names attached to values of variable) are set correctly. However, the type of variable and relevant scale of measurement were not set properly on purpose for the assessment. You are required to perform the following tasks using the information provided in the dataset "Depression Excel file"./nYou are required to perform the following tasks using the information provided in the dataset "Depression Excel file". Task (1) Identify types of variables and the scale of measurement of 14 variables listed in the table below from the raw dataset. Variable FNF 1 Age 2 Gender 3 Ethnicity Household Income 4 Education Level 5 6 7 8 9 10 Family member satisfaction 11 12 Long term illness 13 | Depression score Marital Status Partner Satisfaction Number of children Children satisfaction Family history of depression Type of variables Scale of measurement (type of data) Type of descriptive statistics to present the variable Type of appropriate diagram for the variable/nTask (2) A. From the dataset, test and report the normality of the age and depression score using SPSS. B. Provide reason /justification for the decision on the distribution. Task (3a) The researcher wants to test a hypothesis about the difference in mean depression scores of the residents between the gender sub-groups. ii. i. State the null and alternative hypothesis for the purpose above. Identify the statistical test that you would use to test the hypothesis. What are the assumptions for using the test? iv. Perform the hypothesis testing using SPSS. Tabulate the results using MS Word processor Save the SPSS output file and attach it to the submission. Interpret the results and make conclusions. V. Task (3b) The researcher wants to test a hypothesis about the difference in mean depression scores of the residents between ethnicity sub-groups. i. State the null and alternative hypothesis ii. Identify the statistical test that you would use to test the hypothesis. What are the assumptions for using the test? iii. iv. Perform the hypothesis testing using SPSS. Tabulate the results using MS Word processor. Save the SPSS output file and attach it to the submission. Interpret the results and make conclusions. V.