USA Recruitment Metrics and Analytics 3 — Questions and Answers
Question 1: An employer brand survey shows candidates rate the interview process 2.8 out of 5. Which recruiting metric most directly reflects this perception?
- Time to fill
- Candidate Net Promoter Score (cNPS) (Correct answer)
- Hiring manager satisfaction score
- Diversity pipeline ratio
Correct answer: Candidate Net Promoter Score (cNPS)
Candidate Net Promoter Score (cNPS) specifically measures candidates' likelihood to recommend the company's hiring process, directly reflecting interview experience perceptions.
Question 2: What is 'first-year attrition' used to evaluate in recruiting analytics?
- Whether job postings attract enough applicants
- The effectiveness of hiring decisions and onboarding quality (Correct answer)
- Recruiter productivity per quarter
- Time spent on background checks
Correct answer: The effectiveness of hiring decisions and onboarding quality
First-year attrition tracks how many new hires leave within 12 months, serving as a key indicator of hiring decision quality and the effectiveness of onboarding programs.
Question 3: A talent acquisition team sets a target that 30% of hires should come from employee referrals. Which metric tracks progress toward this goal?
- Sourcing channel mix by hire (Correct answer)
- Referral bonus payout rate
- Internal promotion rate
- Employee engagement index
Correct answer: Sourcing channel mix by hire
Sourcing channel mix by hire tracks the percentage of successful hires attributed to each sourcing channel, including employee referrals.
Question 4: Which of the following is an example of a leading indicator in recruiting analytics?
- 90-day retention rate of new hires
- Number of qualified applications received per open role (Correct answer)
- Annual cost per hire across all departments
- Hiring manager satisfaction score at 6 months
Correct answer: Number of qualified applications received per open role
Number of qualified applications per open role is a leading indicator because it predicts future hiring success before any offers are made, unlike lagging metrics that measure outcomes after the fact.
Question 5: When calculating 'time to productivity' for a new hire, what endpoint is typically used?
- The date the offer letter is signed
- The date the new hire reaches full independent job performance (Correct answer)
- The 90-day performance review date
- The end of the formal orientation program
Correct answer: The date the new hire reaches full independent job performance
Time to productivity measures from the first day of work until the new hire performs their role independently at an acceptable level, which varies by role complexity.
Question 6: A company wants to reduce unconscious bias in hiring. Which recruiting metric would help identify potential bias in screening decisions?
- Average time-to-fill by department
- Advancement rates through hiring stages by demographic group (Correct answer)
- Total number of applications by job category
- Recruiter-to-open-requisition ratio
Correct answer: Advancement rates through hiring stages by demographic group
Comparing advancement rates through each hiring stage across demographic groups can reveal statistically significant disparities that may indicate screening bias.
Question 7: A recruiting dashboard shows an 'application-to-interview ratio' of 50:1. What does this indicate?
- The job is underperforming on job boards
- Screening criteria are highly selective relative to the applicant pool (Correct answer)
- Interviewers are taking too long to give feedback
- The ATS is filtering out too many resumes automatically
Correct answer: Screening criteria are highly selective relative to the applicant pool
A 50:1 application-to-interview ratio means only 2% of applicants advance to interviews, indicating very selective screening standards relative to the pool.
USA Recruitment Metrics and Analytics 3
An employer brand survey shows candidates rate the interview process 2.8 out of 5.
Which recruiting metric most directly reflects this perception?