A human resource manager is investigating the relationship between job satisfaction and job performance. From previously conducted research, it is widely held that job satisfaction determines the level of job performance. In his study, he finds the following:
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- For a table of national information regarding a specific country, it is found that the correlation with Internet use is 0.545 for GDP, 0.734 for cellular-phone use, 0.664 for literacy, −0.893 for fertility, and 0.854 for CO2 emissions. Which variable has the weakest linear association with Internet use? a. GDP has the weakest linear association with Internet use. b. Cellular-phone use has the weakest linear association with Internet use. c. Fertility has the weakest linear association with Internet use. d. CO2 emissions has the weakest linear association with Internet use. e. Literacy has the weakest linear association with Internet use.A consumer buying cooperative tested the effective heating area of 20 different electric space heaters with different wattages. Here are the results. Wattage Area 1 750 291 2 1750 83 3 1250 215 4 1750 209 5 1500 295 6 750 153 7 1000 40 8 750 166 9 1250 115 10 1250 146 11 750 113 12 1000 56 13 1750 284 14 1000 45 15 750 82 16 1250 175 17 750 150 18 1500 231 19 1000 87 20 750 52 A. Compute the correlation between the wattage and heating area. Is there a direct or an indirect relationship? (Round your answer to 3 decimal places.) B. Conduct a test of hypothesis to determine if it is reasonable that thecoefficient is greater than zero. Use the .05 significance level. (Round youranswer to 3 decimal places.) C. Develop the regression equation for effective heating based on wattage. (Roundyour answer to 3 decimal places.)…Heater Wattage Area 1 1000 108 2 750 291 3 1500 100 4 1000 43 5 1250 68 6 1500 181 7 1250 254 8 750 228 9 1500 126 10 1500 166 11 750 45 12 750 237 13 1000 75 14 1750 126 15 1750 249 16 1750 105 17 1750 298 18 1250 212 19 750 98 20 750 185 A consumer buying cooperative tested the effective heating area of 20 different electric space heaters with different wattages. a. Compute the correlation between the wattage and heating area. Is there a direct or an indirect relationship? (Round your answer to 4 decimal places.) The correlation of Wattage and Area is ________ b. Conduct a test of hypothesis to determine if it is reasonable that the coefficient is greater than zero. Use the 0.050 significance level. (Round intermediate calculations and final answer to 3 decimal places.)H0: ρ ≤ 0; H1: ρ > 0 Reject H0 if t > 1.734…
- The following data give the percentage of women working in fivecompanies in the retail and trade industry. The percentage ofmanagement jobs held by women in each company is also shown. % Working 67 45 73 54 61 % Management 49 21 65 47 33 a. Develop a scatter diagram for these data with the percentage ofwomen working in the company as the independent variable.b. What does the scatter diagram developed in part (a) indicateabout the relationship between the two variables?c. Try to approximate the relationship between the percentage ofwomen working in the company and the percentage of management jobs held by women in that company.d. Develop the estimated regression equation by computing thevalues of bo and b1.e. Predict the percentage of management jobs held by women in acompany that has 60% women employees.Find Coefficient Correlation between population and total. state abb region population total 1 Alabama AL South 4779736 135 2 Alaska AK West 710231 19 3 Arizona AZ West 6392017 232 4 Arkansas AR South 2915918 93 5 California CA West 37253956 1257 6 Colorado CO West 5029196 65 7 Connecticut CT Northeast 3574097 97 8 Delaware DE South 897934 38 9 District of Columbia DC South 601723 99 10 Florida FL South 19687653 669 11 Georgia GA South 9920000 376 12 Hawaii HI West 1360301 7 13 Idaho ID West 1567582 12 14 Illinois IL North Central 12830632 364 15 Indiana IN North Central 6483802…A study on driving speed (miles per hour) and fuel efficiency (miles per gallon) for midsize automobiles resulted in the following data: Driving Speed 30 50 40 55 30 25 60 25 50 55 Fuel Efficiency 28 25 25 23 30 32 21 35 26 25 Construct a scatter diagram with driving speed on the horizontal axis and fuel efficiency on the vertical axis.