SHRM Analysis 5 — Questions and Answers
Question 1: A talent acquisition team uses a structured interview with a standardized scoring rubric. Which type of validity does this primarily support?
- Predictive validity
- Content validity (Correct answer)
- Construct validity
- Concurrent validity
Correct answer: Content validity
A scoring rubric anchored to job-relevant competencies establishes content validity by ensuring the interview systematically covers required knowledge and skills.
Question 2: HR data shows that employees in the Northeast region have 30% higher engagement scores than those in the Southeast. What analytical step should come before drawing conclusions?
- Immediately redesign the Southeast reward programs
- Check whether survey response rates differ significantly between the two regions (Correct answer)
- Promote more employees in the Southeast to boost engagement
- Share the finding with regional managers without further review
Correct answer: Check whether survey response rates differ significantly between the two regions
Different response rates can create selection bias, inflating scores in one region if only the most engaged employees completed the survey.
Question 3: In the context of SHRM's evidence-based HR framework, what does 'scientific evidence' refer to?
- Peer-reviewed research findings from academic journals and rigorous studies (Correct answer)
- Opinions of senior HR practitioners with 20+ years of experience
- Data collected exclusively from the organization's own HRIS
- Benchmarking data purchased from third-party vendors
Correct answer: Peer-reviewed research findings from academic journals and rigorous studies
Scientific evidence in SHRM's framework refers to findings from rigorous, peer-reviewed research that has been tested and validated across multiple contexts.
Question 4: An organization tracks 'time-to-productivity' for new hires. What does this metric measure?
- The number of days from job posting to first day of work
- The period from hire date until a new employee reaches expected performance output (Correct answer)
- The average duration of the onboarding training program
- The time between performance reviews in the first year
Correct answer: The period from hire date until a new employee reaches expected performance output
Time-to-productivity measures how long it takes a new hire to reach the performance standard expected of a fully functioning employee in that role.
Question 5: A company discovers through HR analytics that managers with high team engagement scores also have lower absenteeism on their teams. This finding represents which type of relationship?
- Causation
- Correlation (Correct answer)
- Confounding
- Regression
Correct answer: Correlation
Finding that two variables move together (high engagement with low absenteeism) establishes correlation but does not prove that engagement causes lower absenteeism.
Question 6: Which approach best supports a business case for investing in an employee wellness program?
- Describing the program features in detail to the CFO
- Projecting ROI using healthcare cost savings, reduced absenteeism, and productivity gains (Correct answer)
- Citing a competitor that recently launched a wellness program
- Surveying employees about whether they would like wellness benefits
Correct answer: Projecting ROI using healthcare cost savings, reduced absenteeism, and productivity gains
A financial ROI projection linking the program to measurable cost reductions and productivity improvements speaks directly to business value for decision-makers.
Question 7: What is the purpose of conducting a 'sensitivity analysis' in an HR workforce planning model?
- To determine how sensitive employee data is to privacy breaches
- To test how model outcomes change when key assumptions are varied (Correct answer)
- To measure employee satisfaction with HR policies
- To identify which employees are most sensitive to leadership feedback
Correct answer: To test how model outcomes change when key assumptions are varied
Sensitivity analysis tests model robustness by changing input assumptions (e.g., turnover rates, growth projections) to see how much the output forecast changes.
SHRM Analysis 5
A talent acquisition team uses a structured interview with a standardized scoring rubric.
Which type of validity does this primarily support?