1. Determine the association of Gender to Job role. Construct the contingency table. Describe what strikes you most in terms of Frequencies or proportions reflected in the table (if there is any).

State the null and alternative hypothesis. State your decision.

2. Determine if there is significant relationship between Hourly Rate and number of years at the company. Indicate level of relationship and whether it is statistically significant.

State the null and alternative hypothesis. State your decision.

3. Use 0.05 level of significance.

4. Submit the result with interpretation

0 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help File THE A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 4.00 41 5993.00 Sales Executive 94 6 2.00 49 5130.00 Research Scientist 61 10 W N 3.00 37 2090.00 Laboratory Technician 92 0 NN 3.00 33 2909.00 Research Scientist 56 2 2.00 27 3468.00 Laboratory Technician 40 4.00 32 3068.00 Laboratory Technician 79 1.00 59 2670.00 Laboratory Technician 81 N- N 3.00 30 2693.00 Laboratory Technician 67 3.00 38 9526.00 Manufacturing Director 44 2 3.00 36 5237.00 Healthcare Represent... 94 10 N 2.00 35 2426.00 Laboratory Technician 84 11 3.00 29 49 12 4193.00 Laboratory Technician 13 3.00 31 2911.00 Research Scientist 31 34 2661.00 Laboratory Technician 93 14 4.00 15 3.00 28 2028.00 Laboratory Technician 50 -NN 16 1.00 29 9980.00 Manufacturing Director 51 10 17 2 2.00 32 3298.00 Research Scientist 80 18 2 4.00 22 2935.00 Laboratory Technician 96 4.00 53 78 25 19 15427.00 Manager N - W 20 4.00 38 3944.00 Research Scientist 45 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:38 AM 29 C D (7 06 4.) Type here to search X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help File Edit View Data A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 96 21 3.00 24 4011.00 Manufacturing Director 22 1.00 36 3407.00 Sales Representative 82 - N 2.00 34 11994.00 Research Director 53 12 23 24 2 4.00 21 1232.00 Research Scientist 96 0 34 83 4 25 2 1.00 2960.00 Research Scientist 3.00 53 19094.00 Manager 58 14 26 1.00 32 3919.00 Research Scientist 72 10 27 28 2.00 42 6825.00 Sales Executive 48 IN 44 22 29 4.00 10248.00 Healthcare Represent... 42 N 30 1.00 46 18947.00 Manager 83 31 2 4.00 33 2496.00 Laboratory Technician 78 32 2 4.00 44 6465.00 Healthcare Represent.. 41 IN 30 2206.00 Laboratory Technician 83 10 33 3.00 34 2 4.00 39 2086.00 Sales Representative 56 61 35 4.00 24 2293.00 Research Scientist - N 36 3.00 43 2645.00 Research Scientist 72 U - N W U NS 2 3.00 50 2683.00 Sales Representative 86 37 97 38 4.00 35 2014.00 Sales Representative 1.00 36 3419.00 Research Scientist 82 39 40 1.00 33 5376.00 Sales Executive 42 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:38 AM Type here to search X Za INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help A ABC Visible: 7 of 7 Variables 81 : Gender 2 JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var Gender var var var var var on me pany 41 2 4.00 35 1951.00 Laboratory Technician 75 42 1.00 27 2341.00 Laboratory Technician 33 3.00 26 2293.00 Laboratory Technician 48 43 IN 2 3.00 27 8726.00 Sales Executive 37 44 45 1 4.00 30 4011.00 Laboratory Technician 58 12 3.00 41 19545.00 Research Director 49 22 46 47 3.00 34 4568.00 Sales Executive 72 NN - 48 2.00 37 3022.00 Research Scientist 73 19 2 4.00 46 5772.00 Sales Executive 98 50 2 4.00 35 2269.00 Laboratory Technician 36 51 2 3.00 48 5381.00 Laboratory Technician 98 52 2 3.00 28 3441.00 Laboratory Technician 50 53 1.00 44 5454.00 Sales Executive 75 79 54 N 1.00 35 9884.00 Healthcare Represent.. 4.00 4157.00 Sales Executive 47 NO O NAAN- 55 26 56 4.00 33 13458.00 Research Director 98 71 57 2 1.00 35 9069.00 Sales Executive 30 58 1.00 35 4014.00 Laboratory Technician 59 2 4.00 31 5915.00 Laboratory Technician 48 N 60 3.00 37 5993.00 Manufacturing Director 51 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:39 AM Type here to search W X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 61 2 4.00 32 6162.00 Manufacturing Director 33 9 62 4.00 38 2406.00 Laboratory Technician 50 10 63 3.00 50 18740.00 Research Director 43 27 64 1.00 59 7637.00 Sales Executive 99 21 65 3.00 36 10096.00 Healthcare Represent.. 59 17 66 3.00 55 14756.00 Manager 33 5 67 2.00 36 6499.00 Manufacturing Director 95 68 1.00 45 9724.00 Research Scientist 59 69 2 1.00 35 2194.00 Research Scientist 79 70 2 3.00 36 3388.00 Research Scientist 79 71 3.00 59 5473.00 Sales Executive 57 72 2 2.00 29 2703.00 Research Scientist 76 73 2.00 31 2501.00 Research Scientist 87 74 2.00 32 6220.00 Research Scientist 66 10 N 75 4.00 36 3038.00 Laboratory Technician 55 76 4.00 31 4424.00 Manufacturing Director 61 11 77 2 1.00 35 4312.00 Sales Executive 32 15 2 1.00 45 52 O 78 13245.00 Research Director 79 2 3.00 37 13664.00 Research Director 30 A UI 80 2 2.00 46 5021.00 Human Resources 80 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:39 AM Type here to search X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help File A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 4.00 55 81 30 5126.00 Laboratory Technician 10 NIN 82 3.00 35 2859.00 Research Scientist 30 6 83 2 4.00 55 10239.00 Sales Executive 70 84 4.00 38 5329.00 Research Scientist 79 13 2 2.00 34 4325.00 Manufacturing Director 94 5 85 4.00 56 7260.00 Manufacturing Director 49 86 N N 87 1.00 23 2322.00 Sales Representative 62 A OO 88 2 4.00 51 2075.00 Laboratory Technician 96 99 11 89 2 4.00 30 4152.00 Healthcare Represent... 90 2 4.00 46 9619.00 Sales Executive 64 91 2 2.00 40 13503.00 Healthcare Represent.. 78 22 92 2 4.00 51 5441.00 Sales Executive 71 10 63 93 2.00 30 5209.00 Sales Executive 11 94 1.00 46 10673.00 Healthcare Represent.. 40 10 87 95 -N N 3.00 32 5010.00 Sales Executive 11 60 A 96 3.00 54 13549.00 Research Director 97 1 3.00 24 4999.00 Sales Executive 33 U W . 43 98 2 3.00 28 4221.00 Sales Executive 37 99 2 3.00 58 13872.00 Sales Executive 37 67 W N 100 2.00 44 2042.00 Laboratory Technician 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:39 AM Type here to search W X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help THE A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 101 63 N 1.00 37 2073.00 Human Resources 102 1.00 32 2956.00 Research Scientist 71 - N 103 4.00 20 2926.00 Laboratory Technician 99 104 3.00 34 4809.00 Research Scientist 41 16 105 2 4.00 37 5163.00 Healthcare Represent.. 100 106 4.00 59 18844.00 Manager 32 107 2.00 50 18172.00 Research Director 73 108 2 3.00 25 5744.00 Sales Executive 46 O N OOO W 109 2 4.00 25 2889.00 Research Scientist 64 110 4.00 22 2871.00 Laboratory Technician 59 111 1.00 51 7484.00 Healthcare Represent.. 30 13 112 2 3.00 34 6074.00 Laboratory Technician 99 113 4.00 54 17328.00 Manager 30 114 2 3.00 24 2774.00 Laboratory Technician 52 115 2.00 34 4505.00 Research Scientist 45 116 2 4.00 37 7428.00 Sales Executive 87 117 1 1.00 34 11631.00 Manager 45 11 118 4.00 36 9738.00 Sales Executive 92 119 4.00 36 2835.00 Laboratory Technician 39 120 2 4.00 43 16959.00 Manager 92 25 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:39 AM Type here to search X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help THE A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 121 3.00 30 2613.00 Research Scientist 96 10 N 122 2.00 33 6146.00 Sales Executive 95 - N 123 2.00 56 4963.00 Research Scientist 72 5 124 2 3.00 51 19537.00 Research Director 51 20 125 2 3.00 31 6172.00 Sales Executive 76 7 126 1 2.00 26 2368.00 Research Scientist 46 127 1 4.00 58 10312.00 Healthcare Represent... 94 40 50 0 128 2 3.00 19 1675.00 Sales Representative 129 2 4.00 22 2523.00 Laboratory Technician 100 130 1.00 49 6567.00 Manufacturing Director 96 15 131 3.00 43 4739.00 Research Scientist 72 132 4.00 50 9208.00 Sales Executive 77 133 3.00 31 4559.00 Sales Executive 71 A WOO CO N N W 134 2 3.00 41 8189.00 Sales Executive 96 135 3.00 26 2942.00 Human Resources 61 136 2 2.00 36 4941.00 Manufacturing Director 84 137 2 4.00 51 10650.00 Manufacturing Director 53 138 1 3.00 39 5902.00 Sales Executive 47 15 139 2 3.00 25 8639.00 Sales Executive 41 IN 140 N 4.00 30 6347.00 Human Resources 48 11 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:40 AM Type here to search X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help THE A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 141 1.00 32 4200.00 Laboratory Technician 41 5 142 4.00 45 3452.00 Research Scientist 83 - N 143 3.00 38 4317.00 Research Scientist 32 144 3.00 30 2632.00 Research Scientist 75 145 2 4.00 32 4668.00 Sales Executive 35 146 1 1.00 30 3204.00 Research Scientist 84 147 2 4.00 30 2720.00 Laboratory Technician 35 2 91 148 1.00 41 17181.00 Manager 149 2 1.00 41 2238.00 Laboratory Technician 94 150 2.00 19 1483.00 Laboratory Technician 79 151 2.00 40 5605.00 Research Scientist 54 20 152 2 2.00 35 7295.00 Sales Executive 94 10 153 3.00 53 2306.00 Sales Representative 34 N 154 2 2.00 45 2348.00 Laboratory Technician 60 17 155 4.00 32 8998.00 Sales Executive 43 156 4319.00 Manufacturing Director 41 10 2 3.00 29 157 2 3.00 51 6132.00 Manufacturing Director 34 158 1 2.00 58 3346.00 Research Scientist 75 159 2 4.00 40 10855.00 Sales Executive 67 12 A 160 3.00 34 2231.00 Sales Representative 75 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:40 AM Type here to search W X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons Window Help THE A ABC 2 Visible: 7 of 7 Variables 81 : Gender Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 161 22 80 N 4.00 2323.00 Research Scientist 162 N 2.00 27 2024.00 Research Scientist 57 U U N N 163 2 4.00 28 2713.00 Research Scientist 42 164 2 4.00 57 9439.00 Healthcare Represent... 83 165 2 3.00 27 2566.00 Research Scientist 79 166 2.00 50 19926.00 Manager 53 167 2 3.00 41 2451.00 Research Scientist 56 168 4.00 30 9419.00 Sales Executive 41 10 169 4.00 38 8686.00 Sales Executive 59 170 2 3.00 32 3038.00 Research Scientist 43 171 2 2.00 27 3058.00 Research Scientist 51 172 1.00 19 2325.00 Sales Representative 100 173 30 IN 2.00 36 2088.00 Laboratory Technician W N O N O O UI U1 00 174 2 1.00 30 3072.00 Laboratory Technician 99 175 1.00 45 5006.00 Sales Executive 30 176 1.00 56 4257.00 Research Scientist 67 177 2 4.00 33 2500.00 Research Scientist 90 178 2 4.00 19 1102.00 Laboratory Technician 47 179 1.00 46 10453.00 Sales Executive 92 24 180 38 2288.00 Laboratory Technician 75 N 4.00 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:40 AM Type here to search W X INTL 27/11/20210 X hands-on Activity 2.sav [DataSet1] - IBM SPSS Statistics Data Editor Window Help File Edit View Data Transform Analyze Direct Marketing Graphs Utilities Add-ons THE A ABC Visible: 7 of 7 Variables 81 : Gender 2 Gender JobSatisfacti Age MonthlyInco JobRole HourlyRate YearsAtCom var var var var var var var on me pany 181 4.00 31 3929.00 Research Scientist 95 182 2.00 34 2311.00 Research Scientist 95 183 2.00 41 3140.00 Sales Representative 70 2 3.00 50 3690.00 Laboratory Technician 86 3 184 185 1 1.00 53 4450.00 Manufacturing Director 57 A 186 1 2.00 33 2756.00 Research Scientist 72 3.00 19033.00 Manager 46 20 187 1 40 188 2 2.00 55 18722.00 Research Director 61 24 189 2 3.00 34 9547.00 Manufacturing Director 45 10 190 2.00 51 13734.00 Healthcare Represent.. 98 2 3.00 52 19999.00 Manager 65 33 191 2.00 27 2279.00 Research Scientist 99 192 193 2 3.00 35 5916.00 Manufacturing Director 50 194 2 4.00 43 2089.00 Research Scientist 37 195 4.00 45 16792.00 Manager 65 20 IN 196 2 1.00 37 3564.00 Research Scientist 65 197 1 2.00 35 4425.00 Laboratory Technician 37 198 1 3.00 42 5265.00 Manufacturing Director 36 199 2 3.00 38 6553.00 Manufacturing Director 88 N 200 4.00 38 6261.00 Manufacturing Director 54 1 Data View Variable View IBM SPSS Statistics Processor is ready ENG 10:40 AM Type here to search W X INTL 27/11/2021Group Statistics Std. Error Gender N Mean Std. Deviation Mean HourlyRate Female 82 62.8780 21.17965 2.33890 Male 118 65.7203 20.92187 1.92601 Independent Samples Test Levene's Test for Equality of Variances t-test for Equality of Means 95% Confidence Interval of the Mean Std. Error Difference F Sig. df Sig. (2-tailed) Difference Difference Lower Upper HourlyRate Equal variances 000 995 -.940 198 348 2.84229 3.02314 -8.80398 3.11940 assumed Equal variances not -.938 173.019 .350 -2.84229 3.02985 -8.82252 3.13794 assumedT-Test One-Sample Statistics Std. Error N Mean Std. Deviation Mean MonthlyIncome 200 6185.5650 4709.73486 333.02855 One-Sample Test Test Value = 15000 95% Confidence Interval of the Mean Difference df Sig. (2-tailed) Difference Lower Upper MonthlyIncome -26.468 199 000 -8814.43500 -9471.1528 -8157.7172