Acme Employment Services wants to evaluate the effectiveness of its “Get That Job” seminars, which consists of experts facilitating sessions designed to enhance resume writing, job search strategies, and interviewing techniques. After 90 days, participants are surveyed to assess their characteristics and outcomes.
Data set: Ch 13 – Exercise 04B.sav
Codebook
Variable: Employment_status
Definition: [Outcome] Are you currently employed?
Type: Categorical
0 = Unemployed
1 = Employed [←BASIS FOR MODEL]
Variable: Age
Definition: [Predictor] Age
Type: Continuous
Variable: Gender
Definition: [Predictor] Gender
Type: Categorical
0 = Female [←REFERENCE]
1 = Male
Variable: Race

Definition: Predictor: Race
Type: Categorical
0 = African American [←REFERENCE]
1 = Asian
2 = Caucasian
3 = Latino
4 = Other
Variable: Experience
Definition: [Predictor] Years of experience working in
their current field
Type: Continuous
Variable: Applications
Definition: [Predictor] Total number of job applications submitted
Type: Continuous
a. Write the hypotheses.
b. Run each criterion of the pretest checklist (sample size, normality, multicollinearity) and discuss your findings.
c. Run the logistic regression analysis and document your findings (odds ratios and Sig. [p value], hypotheses resolution).

d. Write an abstract under 200 words detailing a summary of the study, the logistic regression analysis results, hypothesis resolution, and implications of your findings.