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Based on state level data, researchers conducted an analysis on the correlates of motor vehicle fatalities (measured as the number of deaths per 100,000 people).
Based on state level data, researchers conducted an analysis on the correlates of motor vehicle fatalities (measured as the number of deaths per 100,000 people). The following factors are considered: population density (measured by population per square mile of a state), road safety (measured by percent of seat belt usage of a state), race/ethnicity (measured by percent black of a state), education (measured by percent of population who have college degrees) and regional differences (four regions: northeast, south, west and Midwest). Read the SPSS output of the regression analysis carefully and answer the following questions. Coefficientsa Model Unstandardized Standardized Coefficients Coefficients B Std. Error Beta Sig. 1 (Constant) 29.676 3.935 7.541 .000 Population per square mile -.012 002 -.530 -4.898 .000 Seat belt usage: Percent .032 .051 -.061 .623 .536 Percent black 190 055 .335 3.473 .001 Percent of pop college grads .399 140 -.320 -2.843 .007 (Constant) 30.029 4.151 7.234 .000 Population per square mile .008 .003 -.348 -2.749 .009 Seat belt usage: Percent -.084 .054 -.160 -1.566 .125 Percent black .165 079 .290 2.097 .042 Percent of pop college grads -.402 .133 -.323 -3.019 .004 Midwest 1.626 1.752 . 129 928 .359 South 3.608 2.028 313 1.779 .082 Wes 5.026 1.917 410 2.621 .012 a. Dependent Variable: Motor vehicle fatalities (per 100,000 pop) Model Summary Model Std. Error Change Statistics R Adjusted of the R Square F Sig. F R Square R Square Estimate Change Change dfl df2 Change .793 628 595 3.45751 19.023 4 45 000 dimension0 .837 700 650 3.21435 3.355 W 42 028 a. Predictors: (Constant), Percent of pop college grads, Percent black, Seat belt usage: Percent , Population per square mile
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