ECRE Recruitment Analytics 2 — Questions and Answers
Question 1: Which metric measures the percentage of applicants who accept a job offer?
- Offer acceptance rate (Correct answer)
- Application conversion rate
- Hire rate
- Candidate yield ratio
Correct answer: Offer acceptance rate
Offer acceptance rate is calculated by dividing the number of accepted offers by the total number of offers extended.
Question 2: A recruiter wants to identify which sourcing channel produces the most hires. Which analytic approach is most appropriate?
- Source of hire analysis (Correct answer)
- Time-to-fill benchmarking
- Quality of hire index
- Cost-per-application tracking
Correct answer: Source of hire analysis
Source of hire analysis tracks where successful candidates originated, allowing recruiters to allocate sourcing budgets effectively.
Question 3: What does a high 'application drop-off rate' during an online application process most likely indicate?
- The application process is too lengthy or cumbersome (Correct answer)
- The job posting is attracting unqualified candidates
- The employer brand is weak
- Compensation is below market rate
Correct answer: The application process is too lengthy or cumbersome
High drop-off rates typically signal friction in the application experience, such as excessive steps, required account creation, or mobile incompatibility.
Question 4: Which statistical concept is used to determine whether a difference in interview scores between two candidate groups is meaningful or due to chance?
- Statistical significance testing (Correct answer)
- Regression to the mean
- Confidence interval estimation
- Correlation coefficient analysis
Correct answer: Statistical significance testing
Statistical significance testing (e.g., t-tests) helps determine if observed differences are real effects rather than random variation.
Question 5: An organization tracks 'first-year attrition' as part of its recruitment analytics. What does this metric primarily evaluate?
- Quality of hire decisions (Correct answer)
- Effectiveness of onboarding programs
- Recruiter workload capacity
- Job posting visibility
Correct answer: Quality of hire decisions
First-year attrition reflects whether recruiters are selecting candidates who are a good fit, making it a key quality-of-hire indicator.
Question 6: Which type of data visualization is best suited for showing the distribution of time-to-fill across multiple departments?
- Box plot (Correct answer)
- Pie chart
- Line graph
- Scatter plot
Correct answer: Box plot
A box plot effectively displays median, quartiles, and outliers, making it ideal for comparing distributions across groups like departments.
Question 7: What is 'predictive validity' in the context of recruitment assessment tools?
- The degree to which a test score predicts future job performance (Correct answer)
- The consistency of scores when a test is administered multiple times
- The extent to which a test covers all relevant job competencies
- The fairness of a test across demographic groups
Correct answer: The degree to which a test score predicts future job performance
Predictive validity is the correlation between an assessment score and a criterion measure of job performance collected after hiring.
ECRE Recruitment Analytics 2
Which metric measures the percentage of applicants who accept a job offer?