Class Data ReportThis class data report will be needed for you to complete the paper. This material goes in the Results section of the paper, and inferences and conclusions are made about the data in the Conclusion section of the final paper. I attached the data report and some other data that can be helpful.
Class Data Report This class data report will be needed for you to complete the paper. This material goes in the Results section of the paper, and inferences and conclusions are made about the data in
FrequenciesFrequencies – Active Dataset – July 14, 2021 [DataSet2] C:UserskrapoDownloadsEducational advertising data Summer 2021.sav FrequenciesFrequencies – Statistics – July 14, 2021 StatisticsStatistics, table, School name, 1 layers, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 4 rows School name Valid 134 Missing FrequenciesFrequencies – School name – July 14, 2021 School nameSchool name, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 11 rows   Frequency Percent Valid Percent Cumulative Percent Valid Brown 3.7 3.7 3.7 Harvard 15 11.2 11.2 14.9 Yale 19 14.2 14.2 29.1 Dartmouth 10 7.5 7.5 36.6 Columbia 35 26.1 26.1 62.7 Cornell 17 12.7 12.7 75.4 UPenn 11 8.2 8.2 83.6 Princeton 22 16.4 16.4 100.0 Total 134 100.0 100.0   LogLog – Log – July 14, 2021 FREQUENCIES VARIABLES=Gender Race Ethnicity Disabilitystatus Heuristicused  /ORDER=ANALYSIS. Frequency TableFrequency Table – Model Gender – July 14, 2021 Model GenderModel Gender, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 5 rows   Frequency Percent Valid Percent Cumulative Percent Valid Male 65 48.5 48.5 48.5 Female 69 51.5 51.5 100.0 Total 134 100.0 100.0   Frequency TableFrequency Table – Model Race – July 14, 2021 Model RaceModel Race, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 9 rows   Frequency Percent Valid Percent Cumulative Percent Valid Caucasian 44 32.8 32.8 32.8 African American 40 29.9 29.9 62.7 Asian American 26 19.4 19.4 82.1 Native American 5.2 5.2 87.3 other 12 9.0 9.0 96.3 Unknown 3.7 3.7 100.0 Total 134 100.0 100.0   Frequency TableFrequency Table – Model Ethnicity – July 14, 2021 Model EthnicityModel Ethnicity, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 6 rows   Frequency Percent Valid Percent Cumulative Percent Valid None Identified 111 82.8 82.8 82.8 Hispanic 13 9.7 9.7 92.5 Middle Eastern 10 7.5 7.5 100.0 Total 134 100.0 100.0   Frequency TableFrequency Table – Model W/ disability – July 14, 2021 Model W/ disabilityModel W/ disability, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 7 rows   Frequency Percent Valid Percent Cumulative Percent Valid Model with physical disability .7 .7 .7 Model with cognitive disability 1.5 1.5 2.2 Model with no disability 125 93.3 93.3 95.5 4.5 4.5 100.0 Total 134 100.0 100.0   Frequency TableFrequency Table – Type of Heuristic Used – July 14, 2021 Type of Heuristic UsedType of Heuristic Used, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 8 rows   Frequency Percent Valid Percent Cumulative Percent Valid Systematic 51 38.1 38.3 38.3 Peripheral 45 33.6 33.8 72.2 Both heuristics used 37 27.6 27.8 100.0 Total 133 99.3 100.0   Missing System .7     Total 134 100.0     LogLog – Log – July 14, 2021 FREQUENCIES VARIABLES=Bodysizerating  /STATISTICS=STDDEV MEAN  /ORDER=ANALYSIS. FrequenciesFrequencies – Statistics – July 14, 2021 StatisticsStatistics, table, Model Body Size Rating, 1 layers, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 6 rows Model Body Size Rating Valid 134 Missing Mean 3.593 Std. Deviation 1.5380 FrequenciesFrequencies – Model Body Size Rating – July 14, 2021 Model Body Size RatingModel Body Size Rating, table, 1 levels of column headers and 2 levels of row headers, table with 6 columns and 18 rows   Frequency Percent Valid Percent Cumulative Percent Valid 1.0 3.0 3.0 3.0 2.0 27 20.1 20.1 23.1 2.5 2.2 2.2 25.4 3.0 42 31.3 31.3 56.7 3.5 1.5 1.5 58.2 4.0 23 17.2 17.2 75.4 4.5 3.7 3.7 79.1 5.0 10 7.5 7.5 86.6 5.4 .7 .7 87.3 5.5 .7 .7 88.1 5.6 .7 .7 88.8 6.0 3.7 3.7 92.5 6.5 1.5 1.5 94.0 7.0 3.7 3.7 97.8 8.0 2.2 2.2 100.0 Total 134 100.0 100.0   LogLog – Log – July 14, 2021 CROSSTABS  /TABLES=Gender BY Race  /FORMAT=AVALUE TABLES  /STATISTICS=CHISQ  /CELLS=COUNT EXPECTED  /COUNT ROUND CELL. CrosstabsCrosstabs – Case Processing Summary – July 14, 2021 Case Processing SummaryCase Processing Summary, table, 3 levels of column headers and 1 levels of row headers, table with 7 columns and 5 rows   Cases Valid Missing Total Percent Percent Percent Model Gender * Model Race 134 100.0% 0.0% 134 100.0% CrosstabsCrosstabs – Model Gender * Model Race Crosstabulation – July 14, 2021 Model Gender * Model Race CrosstabulationModel Gender * Model Race Crosstabulation, table, 2 levels of column headers and 3 levels of row headers, table with 10 columns and 9 rows   Model Race Total Caucasian African American Asian American Native American other Unknown Model Gender Male Count 19 28 65 Expected Count 21.3 19.4 12.6 3.4 5.8 2.4 65.0 Female Count 25 12 18 69 Expected Count 22.7 20.6 13.4 3.6 6.2 2.6 69.0 Total Count 44 40 26 12 134 Expected Count 44.0 40.0 26.0 7.0 12.0 5.0 134.0 CrosstabsCrosstabs – Chi-Square Tests – July 14, 2021 Chi-Square TestsChi-Square Tests, table, 1 levels of column headers and 1 levels of row headers, table with 4 columns and 7 rows   Value df Asymptotic Significance (2-sided) Pearson Chi-Square 12.442a .029 Likelihood Ratio 12.761 .026 Linear-by-Linear Association .579 .447 N of Valid Cases 134     a. 4 cells (33.3%) have expected count less than 5. The minimum expected count is 2.43. LogLog – Log – July 14, 2021 ONEWAY Bodysizerating BY Gender  /STATISTICS DESCRIPTIVES  /MISSING ANALYSIS. OnewayOneway – Descriptives – July 14, 2021 DescriptivesDescriptives, table, Model Body Size Rating, 1 layers, 2 levels of column headers and 1 levels of row headers, table with 9 columns and 7 rows Model Body Size Rating   Mean Std. Deviation Std. Error 95% Confidence Interval for Mean Minimum Maximum Lower Bound Upper Bound Male 65 3.623 1.5362 .1905 3.242 4.004 1.0 8.0 Female 69 3.565 1.5504 .1866 3.193 3.938 1.0 8.0 Total 134 3.593 1.5380 .1329 3.330 3.856 1.0 8.0 OnewayOneway – ANOVA – July 14, 2021 ANOVAANOVA, table, Model Body Size Rating, 1 layers, 1 levels of column headers and 1 levels of row headers, table with 6 columns and 6 rows Model Body Size Rating   Sum of Squares df Mean Square Sig. Between Groups .112 .112 .047 .829 Within Groups 314.492 132 2.383     Total 314.604 133       LogLog – Log – July 14, 2021 ONEWAY Bodysizerating BY Race  /STATISTICS DESCRIPTIVES  /MISSING ANALYSIS  /POSTHOC=TUKEY ALPHA(0.05). OnewayOneway – Descriptives – July 14, 2021 DescriptivesDescriptives, table, Model Body Size Rating, 1 layers, 2 levels of column headers and 1 levels of row headers, table with 9 columns and 11 rows Model Body Size Rating   Mean Std. Deviation Std. Error 95% Confidence Interval for Mean Minimum Maximum Lower Bound Upper Bound Caucasian 44 3.605 1.3740 .2071 3.187 4.022 1.0 7.0 African American 40 3.885 1.7167 .2714 3.336 4.434 1.0 8.0 Asian American 26 2.827 .9586 .1880 2.440 3.214 1.0 5.0 Native American 4.786 2.5142 .9503 2.460 7.111 2.0 8.0 other 12 3.375 1.1894 .3434 2.619 4.131 2.0 6.0 Unknown 4.000 1.7321 .7746 1.849 6.151 3.0 7.0 Total 134 3.593 1.5380 .1329 3.330 3.856 1.0 8.0 OnewayOneway – ANOVA – July 14, 2021 ANOVAANOVA, table, Model Body Size Rating, 1 layers, 1 levels of column headers and 1 levels of row headers, table with 6 columns and 6 rows Model Body Size Rating   Sum of Squares df Mean Square Sig. Between Groups 30.032 6.006 2.702 .023 Within Groups 284.572 128 2.223     Total 314.604 133       Post Hoc TestsPost Hoc Tests – Multiple Comparisons – July 14, 2021 Multiple ComparisonsMultiple Comparisons, table, Dependent Variable, Model Body Size Rating, Tukey HSD, 1 layers, 2 levels of column headers and 2 levels of row headers, table with 7 columns and 36 rows Dependent Variable: Model Body Size Rating Tukey HSD (I) Model Race (J) Model Race Mean Difference (I-J) Std. Error Sig. 95% Confidence Interval Lower Bound Upper Bound Caucasian African American -.2805 .3257 .955 -1.223 .662 Asian American .7776 .3688 .290 -.290 1.845 Native American -1.1812 .6067 .379 -2.937 .574 other .2295 .4856 .997 -1.175 1.635 Unknown -.3955 .7037 .993 -2.431 1.641 African American Caucasian .2805 .3257 .955 -.662 1.223 Asian American 1.0581 .3756 .061 -.029 2.145 Native American -.9007 .6109 .681 -2.668 .867 other .5100 .4908 .904 -.910 1.930 Unknown -.1150 .7073 1.000 -2.161 1.931 Asian American Caucasian -.7776 .3688 .290 -1.845 .290 African American -1.0581 .3756 .061 -2.145 .029 Native American -1.9588* .6349 .029 -3.796 -.122 other -.5481 .5204 .899 -2.054 .958 Unknown -1.1731 .7281 .593 -3.280 .934 Native American Caucasian 1.1812 .6067 .379 -.574 2.937 African American .9007 .6109 .681 -.867 2.668 Asian American 1.9588* .6349 .029 .122 3.796 other 1.4107 .7091 .354 -.641 3.462 Unknown .7857 .8731 .946 -1.740 3.312 other Caucasian -.2295 .4856 .997 -1.635 1.175 African American -.5100 .4908 .904 -1.930 .910 Asian American .5481 .5204 .899 -.958 2.054 Native American -1.4107 .7091 .354 -3.462 .641 Unknown -.6250 .7937 .969 -2.921 1.671 Unknown Caucasian .3955 .7037 .993 -1.641 2.431 African American .1150 .7073 1.000 -1.931 2.161 Asian American 1.1731 .7281 .593 -.934 3.280 Native American -.7857 .8731 .946 -3.312 1.740 other .6250 .7937 .969 -1.671 2.921 *. The mean difference is significant at the 0.05 level. CrosstabsCrosstabs – Case Processing Summary – July 14, 2021 Case Processing SummaryCase Processing Summary, table, 3 levels of column headers and 1 levels of row headers, table with 7 columns and 5 rows   Cases Valid Missing Total Percent Percent Percent Model Gender * Type of Heuristic Used 133 99.3% 0.7% 134 100.0% CrosstabsCrosstabs – Model Gender * Type of Heuristic Used Crosstabulation – July 14, 2021 Model Gender * Type of Heuristic Used CrosstabulationModel Gender * Type of Heuristic Used Crosstabulation, table, 2 levels of column headers and 3 levels of row headers, table with 7 columns and 9 rows   Type of Heuristic Used Total Systematic Peripheral Both heuristics used Model Gender Male Count 23 26 16 65 Expected Count 24.9 22.0 18.1 65.0 Female Count 28 19 21 68 Expected Count 26.1 23.0 18.9 68.0 Total Count 51 45 37 133 Expected Count 51.0 45.0 37.0 133.0 CrosstabsCrosstabs – Chi-Square Tests – July 14, 2021 Chi-Square TestsChi-Square Tests, table, 1 levels of column headers and 1 levels of row headers, table with 4 columns and 7 rows   Value df Asymptotic Significance (2-sided) Pearson Chi-Square 2.188a .335 Likelihood Ratio 2.194 .334 Linear-by-Linear Association .001 .973 N of Valid Cases 133     a. 0 cells (0.0%) have expected count less than 5. The minimum expected count is 18.08.




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