Black Belt Program
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Module |
Topics |
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Module One
Data Analysis |
- Review LSS Foundations
- What is Six Sigma? What is Lean?
- Design-Measure-Analyzie-Implement-Control (DMAIC)
- 8 types of waste, see solve share, A3
- Design for Six Sigma (DFSS)
- RFSS and ROI
- DMAIC v. DMADV (and DCCDI, IDOV)
- Design for X (DFC) (and Design for Assembly, test, maintainibility)
- Suppliers, Inputs, Process, Outputs, Customers, (SIPOC)
- Exercise: In groups, complete an SIPOC example
- Benchmarking (process and levels)
- Robust Design (Toguchi Method)
- Critical to X (CTX)
- Critical to Quality (CTX)
- Critical to Quality (CTQ) Flow-Down Chart
- Critical to (CT) Relational Matrix
- Exercise: In groups, complete a Relational Matrix exercise
- Failure Mode Effect Analysis (FMEA)
- Exercise: In groups, complete a SIPOC and FMEA chart
- Team Decision Making and Project Management Tools
- Brainstorming (diversion and conversion)
- Nominal Group Technique, Multi-voting, Effort-Impact Technique
- Management and Planning Tools
- Affinity Diagrams, Tree Diagrams
- Process Decision Program Charts (PDPC)
- Exercise: In groups, complete a PDPC
- Interrelationship Digraph
- Prioritization Matrices
- Business Performance Measures
- Key performance indicators (KPIs)
- Financial measures
- Project financial benefits
- Cost benefit analysis
- ROA, ROI, NPV
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Module Two
Culture, Risk Analysis, and Statistical Control Processes |
- Just Culture and Leadership Paradigms
- Mental models, structures, behaviors
- People v. process approaches
- What is management? What is leadership?
- Management as practice
- Spirit of change
- Kaizen Events for Problem Solving
- Kaizen Blitz
- Implementation strategies
- Risk Analysis and Mitigation
- Scenario Planning
- SWOT analysis
- PEST analysis
- Review of Green Belt Stats
- What is data? What is data-driven decision making?
- Variable and Attribute data
- Classification data v. Counts data
- Data Visualization in Excel
- Scatter Charts, Run Charts
- Pareto Charts
- Box and Whiskers Charts
- Histograms and Bar Charts
- Statistical Control Process Charts
- Standard Deviation, Anscombe’s Quartet
- SPC Charts – generation, interpretation
- Upper Control Limits (UCL), Lower Control Limits (LCL)
- Special Cause and Common Cause
- Exercise: Individually, generate and analyze several SPC Charts
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Module Three
Negotiations, Problem Solving, and Robust Design |
- Conflict as an Asset and Hindrance
- Negotiation as problem solving technique
- Recognizing positions from interests
- Sand traps in negotiations (winner’s curse, agreement bias, lose-lose negotiation)
- Team Communication
- Separating people from the problem
- Setting team rules
- Saying “no” without closing the door
- The importance of asking for help
- Business Communications – Managerial Effectiveness and Interpersonal Mediation
- How to run an effective meeting
- How to send effective emails
- Cognitive closure and interpersonal communication
- One Minute Manager – praise and reprimand
- Fundamentals of Negotiations/Problem Solving
- Distributive negotiations v. Integrative negotiations
- Best Alternative to Negotiated Agreement (BATNA)
- Reservation and aspiration points
- Making first offers, concessions and package deals
- Recognizing the Zone of Potential Agreement (ZOPA)
- Exercise: One-on-one distributive negotiation and debrief
- Exercise: Team-on-team integrative negotiation and debrief
- Advanced Negotiation/Problem Solving Techniques and Concepts
- Gender norms and negotiations
- Overcoming power asymmetry in problem solving contexts
- Handling situations where the alternative is a WATNA
- Management as mediation
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Module Four
System Thinking and Statistical Control Processes |
- Identify “Habits of a Systems Thinker”
- Iceberg model of systems – a multi-layered approach
- Mental models and system thinking paradigms
- Recognizing behaviors of silo and system thinkers
- Developing local and global strategies to improve systems thinking
- Simulation game on managing workflow
- Data Driven Analysis in System Thinking
- Force field analysis
- T-grid and brainstorming exercises
- Recognizing system structure generates its behavior
- 13 habits of a systems thinker
- Case study: What happens when we act as a system in the industry
- Exercise: Half-Day Team Activity Combining BB Qualitative and Quantitative Skills Three-part putting range experiment, requiring iterative improvements, statistical calculations, SPC generation and interpretation, and presentation
- Brainstorming, Force Field Analysis, SIPOC
- Calculation descriptive statistics
- Calculate upper control limit (UCL) and lower control limit (LCL)
- Developing SPC charts
- XmR chart, p-Charts and graphing
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Module Five
Final Project Presentations |
- Evaluations of Project Pilot and Hypothesis Testing
- Assess financial benefits of the project
- Determine success of increasing value-added processes
- Consider the match between the project and firm strategy
- Analyze Leadership, Team, and Cultural Issues
- Consider change implementation plan and Kaizen events (“change for the better”)
- Discuss communication and persuasion difficulties during pilot
- Create improvement plan for continuous leadership, team, and company culture change
- Develop a Monitoring and Response Plan for Continuous Improvement
- Identify the future state map of the process
- Development of the next pilot or implementation of initial pilot project
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