Using the "Example Dataset" and SPSS, apply the t-test to assess the following statement: "Men and women have different incomes in this city."

A local community organization was interested in learning about general health behaviors in the area and the relationships between health behaviors and environmental and social determinants. They decided to conduct a brief survey based on a convenient sample of people visiting the local shopping mall. They offered a $5 incentive for completing the survey. The Topic 1 Example dataset includes 30 observations from this survey. Use this data to complete the relevant assignments in this course. Education Level 1 2 3 Less than High School Graduated High School Graduated College Annual Income = US Dollars ID 106 113 125 110 121 119 105 103 120 114 118 117 108 107 127 111 130 122 109 101 129 126 124 112 123 128 104 102 116 115 Sex Female Female Female Male Female Male Female Female Female Male Male Female Male Female Female Female Male Female Female Female Male Male Male Male Male Female Male Male Male Male Smoker Yes Yes No No Yes Yes Yes Yes No No Yes No Yes No Yes No Yes No Yes No No Yes No No No No No No No No Education_Level*** 2 1 1 2 2 2 1 3 1 3 3 2 1 3 3 3 3 3 2 2 3 3 1 1 2 1 1 2 1 2 Minutes_Exercise 25 60 40 80 50 100 50 65 0 150 80 110 50 110 70 120 50 200 40 90 75 65 65 80 60 45 20 50 80 75 Age 18 20 21 24 26 29 30 31 32 35 35 36 37 39 40 42 42 42 44 45 46 48 49 50 52 53 54 58 59 61 Employed No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes No No No No No Yes Annual_Income*Neighborhood 5000 C 15000 B 20000 C 12000 A 17000 B 32000 D 28000 B 35000 B 7000 C 28000 B 62000 B 55000 D 36000 B 46000 A 85000 A 78000 A 27000 B 64000 D 51000 C 51000 B 64000 C 72000 A 14000 D 34000 D 5000 A 15000 B 10000 C 23000 C 24000 B 28000 A