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
Frequencies
Frequencies - Active Dataset - July 14, 2021
[DataSet2] C:\Users\krapo\Downloads\Educational advertising data Summer 2021.sav
Frequencies
Frequencies - 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 | |||
| |||
| Valid | 134 | ||
| Missing | |||
Frequencies
Frequencies - 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 |
| |||
Log
Log - Log - July 14, 2021
FREQUENCIES VARIABLES=Gender Race Ethnicity Disabilitystatus Heuristicused
/ORDER=ANALYSIS.
Frequency Table
Frequency 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 Table
Frequency 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 Table
Frequency 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 Table
Frequency 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 Table
Frequency 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 |
|
| |
Log
Log - Log - July 14, 2021
FREQUENCIES VARIABLES=Bodysizerating
/STATISTICS=STDDEV MEAN
/ORDER=ANALYSIS.
Frequencies
Frequencies - 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 | |||
| |||
| Valid | 134 | ||
| Missing | |||
| Mean | 3.593 | ||
| Std. Deviation | 1.5380 | ||
Frequencies
Frequencies - 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 |
| |
Log
Log - Log - July 14, 2021
CROSSTABS
/TABLES=Gender BY Race
/FORMAT=AVALUE TABLES
/STATISTICS=CHISQ
/CELLS=COUNT EXPECTED
/COUNT ROUND CELL.
Crosstabs
Crosstabs - 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% | |||
Crosstabs
Crosstabs - 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 | ||||||||||||||||||
Crosstabs
Crosstabs - 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. | |||
Log
Log - Log - July 14, 2021
ONEWAY Bodysizerating BY Gender
/STATISTICS DESCRIPTIVES
/MISSING ANALYSIS.
Oneway
Oneway - 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 | |||||||||||
| |||||||||||
|
| 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 | |||
Oneway
Oneway - 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 | ||||||
| ||||||
|
| Sum of Squares | df | Mean Square | Sig. | ||
| Between Groups | .112 | .112 | .047 | .829 | ||
| Within Groups | 314.492 | 132 | 2.383 |
|
| |
| Total | 314.604 | 133 |
|
|
| |
Log
Log - Log - July 14, 2021
ONEWAY Bodysizerating BY Race
/STATISTICS DESCRIPTIVES
/MISSING ANALYSIS
/POSTHOC=TUKEY ALPHA(0.05).
Oneway
Oneway - 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 | |||||||||
| |||||||||
|
| 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 | |
Oneway
Oneway - 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 | ||||||
| ||||||
|
| 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 Tests
Post 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 | ||||||||||
| ||||||||||
| (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. | ||||||||||
Crosstabs
Crosstabs - 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% | ||
Crosstabs
Crosstabs - 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 | |||||||
Crosstabs
Crosstabs - 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. | |||
