OpenSourceOD
Overview
The DICE Framework was developed by Harold L. Sirkin, Perry Keenan, and Alan Jackson from the Boston Consulting Group (BCG) and was first introduced in a Harvard Business Review article in 2005. This framework provides a structured and quantitative approach to evaluating and improving change management initiatives. Unlike many change models that focus on culture, leadership, and soft skills, the DICE Framework emphasizes the hard factors that influence whether a transformation effort will succeed or fail.
Research indicates that two out of three major change initiatives fail. One key reason is that organizations often prioritize vision, communication, and leadership engagement but overlook measurable, operational factors that determine execution success. The DICE Framework helps leaders assess and proactively address the key variables that predict project outcomes, enabling organizations to course-correct before failure occurs.
The framework is built around four core elements:
Duration (D) – The time between project milestone reviews; frequent reviews increase the chances of success.
Integrity (I) – The capability and effectiveness of the project team; stronger teams deliver better results.
Commitment (C1 & C2) – C1: The level of support from senior executives; C2: The buy-in from employees who must implement the change.
Effort (E) – The additional work required from employees beyond their normal responsibilities; if the burden is too high, resistance increases.
Why the DICE Framework Matters Today
Organizations today operate in an environment of constant change, where digital transformation, economic shifts, and organizational restructuring are routine. Despite this, many companies still struggle to implement change effectively.
The DICE Framework matters because:
It provides a predictive, quantifiable method to assess change initiatives.
It identifies execution risks early, enabling proactive adjustments.
It balances leadership vision with practical implementation challenges.
It applies across industries, from corporate transformations to government policy changes.
Unlike many models that rely on qualitative assessments, DICE provides a scoring system that helps organizations track progress and adjust strategies dynamically.
By merging data-driven change execution with psychological and organizational insights, the DICE Framework provides a practical, measurable way to manage transformation efforts.
Uses & Benefits
Organizational Uses of the DICE Framework
Assessing the Likelihood of Change Success
Organizations use DICE to predict whether a change initiative will succeed or fail.
Example: A global bank launching a digital transformation scores their project using DICE and identifies weak leadership commitment (C1), prompting stronger executive sponsorship.
Prioritizing Change Initiatives
Companies often have multiple transformation projects running simultaneously. DICE helps them identify which initiatives have the best chance of success and allocate resources effectively.
Example: A retail company deciding between expanding e-commerce or revamping in-store experience uses DICE to see which project has stronger feasibility.
Preventing Change Fatigue & Employee Burnout
Many transformation efforts fail because employees are overloaded. DICE evaluates Effort (E) to ensure teams aren’t overwhelmed.
Example: A manufacturing firm finds that a major restructuring adds too much workload to frontline workers, so they adjust timelines and provide additional resources.
Enhancing Leadership Commitment & Buy-in
DICE assesses C1 (senior leadership commitment) and C2 (employee engagement), ensuring top-down and bottom-up support.
Example: A tech company identifies low C2 (employee buy-in) during an agile transformation, prompting them to invest in training and communication.
Improving Project Team Effectiveness
The Integrity (I) metric ensures that change initiatives have skilled, high-performing teams leading them.
Example: A hospital implementing new patient care protocols scores low on team capability, leading them to assign more experienced managers to lead the transition.
Course-Correcting Failing Change Initiatives
If a project is struggling, DICE helps identify where execution is breaking down and suggests targeted interventions.
Example: A government agency implementing policy reforms identifies low frequency of milestone reviews (D), so they increase check-ins and adjust timelines.
Scaling Change Across Multiple Locations or Business Units
Organizations use DICE to compare execution readiness across different regions or departments.
Example: A multinational corporation rolling out a new HR system assesses readiness across different countries, ensuring tailored implementation strategies.
Benefits of Implementing the DICE Framework
Provides a Data-Driven Change Assessment
Unlike subjective evaluations, DICE uses quantifiable scores to measure change feasibility.
Identifies Execution Risks Early
Helps organizations spot weak points before they cause failure.
Balances Strategy with Practical Implementation
Ensures visionary leadership is matched with operational execution capability.
Reduces Employee Resistance & Fatigue
Helps organizations calibrate workload and communication efforts.
Applicable Across Industries
Used in corporate transformations, government policy rollouts, M&A integrations, and digital transformations.
By integrating DICE, organizations move beyond gut-feeling assessments and use real metrics to predict, track, and improve change execution success.
OD Application
Case Study 1: Digital Transformation in a Global Retail Chain
A large retail company launched a digital transformation initiative to improve online sales and in-store customer experiences. Despite leadership enthusiasm, the rollout faced delays, employee resistance, and inconsistent adoption across locations.
Implementation
The company applied the DICE Framework to assess execution risks.
Scoring Results:
D (Duration): 6-month milestone reviews → Too infrequent; adjusted to quarterly check-ins.
I (Integrity): Project teams had inconsistent leadership → Assigned experienced digital project managers.
C1 (Senior Commitment): Strong support from executives → No major changes needed.
C2 (Employee Commitment): Store employees resisted new technology → Added hands-on training and digital incentives.
E (Effort): Too much additional workload on sales staff → Hired tech ambassadors to support implementation.
Results
Digital sales increased by 25%, as employees were better equipped to use new tools.
Training participation jumped from 40% to 85%, improving adoption.
Employee resistance dropped, as workload concerns were addressed early.
By adjusting execution strategies based on the DICE assessment, the company turned a struggling initiative into a successful transformation.
Case Study 2: Mergers & Acquisitions Integration in a Financial Institution
A regional bank acquired a competitor, but cultural misalignment and unclear leadership slowed integration efforts. Employee morale declined, and customers reported service disruptions.
Implementation
DICE scoring identified execution risks:
D (Duration): Long gaps between leadership updates → Introduced biweekly integration updates.
I (Integrity): Key integration leaders were overstretched → Appointed a dedicated M&A team.
C1 (Senior Commitment): Moderate commitment from executives → Increased leadership visibility through town halls.
C2 (Employee Commitment): Employees feared job losses → Improved transparency and addressed concerns directly.
E (Effort): Frontline staff were overwhelmed with system changes → Provided hands-on support and transition bonuses.
Results
Customer complaints dropped by 40%, as service disruptions were minimized.
Employee retention improved, as fear of layoffs decreased.
Faster system integration—completed 3 months ahead of schedule.
The DICE Framework helped proactively manage execution risks, improving both employee experience and customer satisfaction.
Case Study 3: Government Policy Reform Implementation
A state government introduced a new public health initiative, but rollout was inconsistent across municipalities. Some areas adopted quickly, while others struggled with bureaucratic delays and low public engagement.
Implementation
DICE assessment pinpointed execution gaps:
D (Duration): Policy reviews were only annual → Implemented quarterly check-ins.
I (Integrity): Local project teams lacked expertise → Deployed experienced state advisors.
C1 (Senior Commitment): High among state leaders but low in local governments → Held mayor-led policy endorsement events.
C2 (Employee Commitment): Public workers felt underprepared → Created FAQ toolkits and training videos.
E (Effort): High resistance from overloaded public health workers → Phased rollout instead of immediate full adoption.
Results
Policy compliance increased by 30% in municipalities that adopted phased implementation.
Public engagement improved, as communities received better information.
Reduced implementation delays by aligning state and local government priorities.
By customizing change strategies based on the DICE score, the government ensured faster, more effective policy implementation.
These case studies show how the DICE Framework transforms change management by identifying execution risks early, allowing organizations to proactively adjust their strategies for success.
Facilitation
Step-by-Step Facilitation Guide
Facilitating the DICE Framework requires guiding teams through quantifying change success factors, identifying execution risks, and adjusting strategies to improve implementation outcomes. The goal is to help participants move from subjective change management to data-driven execution planning.
Step 1: Introducing the DICE Framework
Objective: Help participants understand how measurable execution factors predict change success or failure.
Actions:
Explain why most change initiatives fail due to execution gaps, not strategy flaws.
Introduce the four key factors (Duration, Integrity, Commitment, Effort).
Highlight how DICE creates a numerical score that predicts change success.
Facilitator Talking Points:
“Most organizations focus on vision and leadership but overlook the hard factors that determine whether change actually happens. ”
“By scoring a change project on DICE, we can identify execution risks early and adjust strategies proactively.”
Step 2: Scoring a Change Initiative Using the DICE Formula
Objective: Guide teams through calculating their project’s execution risk score.
Actions:
Provide participants with a DICE scoring worksheet.
Have them assess a real or hypothetical change project using the following scale:
D (Duration) – Frequency of milestone reviews (1 = weekly; 4 = annual).
I (Integrity) – Strength of the project team (1 = high-performing; 4 = weak team).
C1 (Senior Commitment) – Leadership support (1 = full commitment; 4 = weak support).
C2 (Employee Commitment) – Frontline buy-in (1 = highly engaged; 4 = resistant).
E (Effort) – Additional workload on employees (1 = manageable; 4 = excessive).
Use the DICE formula to calculate the overall risk score:DICE=D+(2×I)+(2×C1)+C2+EDICE = D + (2 × I) + (2 × C1) + C2 + EDICE=D+(2×I)+(2×C1)+C2+E
Interpretation:
7-14 = High probability of success
15-17 = Risky but manageable
18+ = High risk of failure
Facilitator Prompts:
“Does your project score indicate a high-risk or low-risk change initiative?”
“Which factor is driving the risk score higher—leadership commitment, workload, or team capability?”
Step 3: Identifying Execution Risks & Adjusting the Plan
Objective: Help teams identify which factors need adjustment to improve change success.
Actions:
Have participants analyze their highest-risk factor (the largest score in their assessment).
Guide them in brainstorming solutions to strengthen weak areas.
Example risk areas and adjustments:
Weak Integrity (I) → Assign more experienced project leaders.
Low Senior Commitment (C1) → Increase leadership communication and visibility.
High Employee Effort (E) → Reduce additional workload or provide support resources.
Facilitator Prompts:
“What one adjustment would have the biggest impact on lowering execution risk?”
“How can leadership better support this initiative without micromanaging?”
Step 4: Creating a Risk-Mitigation Action Plan
Objective: Ensure participants commit to specific actions to strengthen execution.
Actions:
Have teams create a plan to adjust their weak areas based on DICE insights.
Ensure each plan has clear accountability (who owns each improvement action).
Establish a timeline for reassessing the DICE score after adjustments.
Facilitator Talking Points:
“Change success isn’t just about launching a project—it’s about continuously adapting based on execution feedback.”
“By tracking our DICE score over time, we can see if our adjustments are working.”
Email Introduction for Participants (Pre-Session Communication)
Subject: Preparing for the DICE Change Execution Workshop
Dear [Participant’s Name],
I’m looking forward to our upcoming DICE Framework session, where we’ll explore how to predict and improve the success of change initiatives using measurable execution factors.
To prepare, please reflect on:
A major change initiative you’ve been part of —did it succeed or struggle? Why?
How does your organization currently assess execution risks in change projects?
What challenges have you seen when trying to implement change?
During the session, we’ll evaluate real-world change initiatives, calculate their DICE score, and create strategies to increase execution success
Looking forward to working together!
Best, [Facilitator’s Name]
10 Deep Questions for Participants
How does your organization currently assess the feasibility of change initiatives?
Which DICE factor (Duration, Integrity, Commitment, or Effort) do you think is most often overlooked?
What happens when leadership commitment is strong (C1), but employee commitment is weak (C2)?
How do organizations fail to account for workload impact (E) when planning major changes?
What are common reasons why project teams (I) struggle to execute change effectively?
How can organizations improve their review frequency (D) to track execution progress more effectively?
How does DICE scoring compare to other change management models you’ve used?
What happens when leaders assume a change will be successful without measuring execution risks?
How can an organization apply the DICE Framework across multiple projects at once?
How do organizations balance big strategic transformations with day-to-day operational demands?
Addressing Common Concerns
“Isn’t change execution subjective? Can a formula really predict success?” → While no model is perfect, research shows that these execution factors strongly correlate
with success or failure. The goal isn’t to replace judgment but to add data-driven insights to decision-making.
“What if we score high-risk? Does that mean the project will fail?” → Not necessarily. The score indicates execution risks—by adjusting weak areas, you can improve the project’s chances of success.
“How does this work with other change models, like Kotter’s 8 Steps?” → DICE focuses on execution readiness, while Kotter’s model emphasizes leadership and culture. They complement each other well.
“Do we have to recalculate the DICE score regularly?” → Yes—change projects evolve, and tracking your DICE score over time helps you measure execution improvements.
By using the DICE Framework, organizations shift from vague change management discussions to precise, measurable execution planning, ensuring stronger implementation and higher success rates.