Does LinkedIn help college graduates find a job? A team of researchers is interested in the relationship between number of connections on LinkedIn and number of job offers. The following cross tabs provide data on the number of LinkedIn connections (More than 50 ("1") or Less Than 50 ("2") and number of job offers from a random independent sample. The values range from 1 to 5, with 1 being 1 offer and 5 being 5 or more offers. 1. Below is the observed cross-tabs on the relationship between number of connections on LinkedIn and number of job offers. Conduct a chi-square test to determine if there is a statistical relationship between the variables at the alpha = .05 level. Crosstabulation: LinkedIn connections and Job Offers Number of Job Offers 1 Offer Less than 50 connections 124 80 2 Offers 3 Offers 101 4 Offers 55 5+ Offers 50 Total 410 30.2% % 19.5% 24.6% 13.4% 12.2% 100% Number of Connections 50+ 182 153 317 203 238 1093 Connections % 16.7% 14.0% 29.0% 18.6% 21.8% 100% 306 233 418 Total 258 288 1503 % 20.4% 15.5% 27.8% 17.2% 19.2% 100% Chi-Square Tests Asymp. Sig. (2-sided) Value df Pearson Chi-Square 53.852 4 0 Likelihood Ratio 53.175 4 0 Linear-by-Linear 50.781 1 Association N of Valid Cases 1503 Step 5: Conclusion