DEI DEI Data Analytics and Metrics 2 — Questions and Answers
Question 1: What is a key legal consideration when collecting employee demographic data for DEI analysis in the US?
- Data must be shared publicly within 30 days
- Collection must be voluntary and stored separately from personnel files (Correct answer)
- Employees must be penalized for declining to self-identify
- Only managers may view raw demographic responses
Correct answer: Collection must be voluntary and stored separately from personnel files
US best practice and EEOC guidance require that self-identification be voluntary and that demographic data be stored separately from employment decision records.
Question 2: Which benchmarking source is most appropriate for comparing workforce diversity in a specific US metropolitan area?
- National stock exchange listings
- US Census Bureau American Community Survey data (Correct answer)
- Company social media follower demographics
- Industry revenue rankings
Correct answer: US Census Bureau American Community Survey data
The US Census Bureau's American Community Survey provides granular labor market demographic data by geography, making it the standard benchmark for local workforce comparisons.
Question 3: What is 'cohort analysis' used for in DEI talent analytics?
- Grouping employees by department for budgeting
- Tracking demographic groups over time to measure retention and promotion equity (Correct answer)
- Identifying high-potential employees for fast-track programs
- Scheduling diversity training by team size
Correct answer: Tracking demographic groups over time to measure retention and promotion equity
Cohort analysis follows groups of employees hired or promoted at the same time to compare career outcomes across demographic segments over a defined period.
Question 4: What does 'attrition disaggregation' reveal in DEI workforce reporting?
- The total number of employees leaving per quarter
- Whether specific demographic groups leave at disproportionately higher rates (Correct answer)
- Budget savings from workforce reductions
- Manager performance in retention efforts
Correct answer: Whether specific demographic groups leave at disproportionately higher rates
Disaggregating attrition by race, gender, and other dimensions shows whether turnover is concentrated among underrepresented groups, signaling potential inclusion failures.
Question 5: Which statistical method is used to determine whether observed demographic pay differences are statistically significant rather than due to chance?
- Net Promoter Score calculation
- Regression analysis with significance testing (Correct answer)
- Simple percentage comparison
- Balanced scorecard weighting
Correct answer: Regression analysis with significance testing
Multiple regression analysis with p-value testing controls for legitimate pay factors and determines whether remaining demographic pay gaps exceed random variation.
Question 6: What is the risk of relying solely on EEO-1 report categories for internal DEI analytics?
- EEO-1 data is too expensive to collect
- EEO-1 categories are too broad to capture nuanced representation within groups (Correct answer)
- EEO-1 requires monthly rather than annual reporting
- EEO-1 data cannot be used for benchmarking
Correct answer: EEO-1 categories are too broad to capture nuanced representation within groups
EEO-1 categories like 'Hispanic' or 'Two or More Races' aggregate diverse subgroups, masking disparities within those broad categories.
DEI DEI Data Analytics and Metrics 2
What is a key legal consideration when collecting employee demographic data for DEI analysis in the US?