CDP Strategic Planning & ROI 3 — Questions and Answers
Question 1: Which methodology is most effective for isolating the impact of a diversity training program from other organizational changes when calculating ROI?
- Pre/post survey with no control group
- Trend-line analysis of historical data only
- Control group comparison with matched cohorts (Correct answer)
- Anecdotal manager feedback
Correct answer: Control group comparison with matched cohorts
A control group comparison isolates the training's effect by holding other variables constant, producing defensible causal attribution.
Question 2: An organization wants to measure psychological safety as part of its inclusion ROI framework. Which approach is most rigorous?
- Tracking the number of ERG events per quarter
- Administering a validated psychological safety scale across business units (Correct answer)
- Monitoring voluntary attrition rates by demographic group
- Counting diversity-related HR complaints filed
Correct answer: Administering a validated psychological safety scale across business units
A validated scale (such as Amy Edmondson's Psychological Safety Scale) provides reliable, comparable data across units over time.
Question 3: During strategic D&I planning, a 'logic model' is used primarily to:
- Justify the program budget to finance leaders
- Map inputs, activities, outputs, and outcomes to show how a program creates change (Correct answer)
- Document legal compliance requirements
- Track individual participant progress
Correct answer: Map inputs, activities, outputs, and outcomes to show how a program creates change
A logic model visualizes the causal chain from resources and activities to short-, medium-, and long-term outcomes, strengthening program theory.
Question 4: Which type of diversity metric is categorized as a 'lagging indicator'?
- Number of inclusive hiring trainings delivered this quarter
- Representation of women at the VP level at year-end (Correct answer)
- Percentage of managers who completed bias training
- Number of diverse candidate slates reviewed
Correct answer: Representation of women at the VP level at year-end
Representation figures reflect outcomes that result from prior actions, making them lagging indicators of strategic effectiveness.
Question 5: A diversity strategic plan includes a 'theory of change.' This document should articulate:
- The legal penalties for non-compliance with EEO law
- Assumptions about how and why proposed interventions will produce desired outcomes (Correct answer)
- A list of all D&I vendors under contract
- The compensation band adjustments tied to diversity goals
Correct answer: Assumptions about how and why proposed interventions will produce desired outcomes
A theory of change explicitly states assumptions linking program activities to outcomes, enabling evaluation and course correction.
Question 6: When communicating D&I ROI to the board of directors, which framing is most persuasive?
- Emotional narratives from employees about inclusion
- Compliance risk avoidance and financial performance correlations (Correct answer)
- A list of diversity awards and media recognition
- Training hours completed organization-wide
Correct answer: Compliance risk avoidance and financial performance correlations
Boards prioritize fiduciary responsibility, so connecting D&I to risk mitigation and financial performance metrics aligns with their decision-making framework.
Question 7: Which stakeholder analysis technique helps a CDO prioritize who must be engaged first during strategic D&I planning?
- SWOT analysis
- Power/interest grid mapping (Correct answer)
- Affinity diagramming
- Pareto analysis
Correct answer: Power/interest grid mapping
A power/interest grid identifies high-power, high-interest stakeholders who must be managed closely and engaged first to secure buy-in.
CDP Strategic Planning & ROI 3
Which methodology is most effective for isolating the impact of a diversity training program from other organizational changes when calculating ROI?