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MGS 8020 Business Intelligence Define Jul 15, 2017
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DMAIC Six Sigma - Define
The Big Picture Alignment Identify Customers Customer requirements and expectations for product or service Understand Process Map business process and identify stakeholders Complete Charter Identify opportunity, project boundaries, leadership and team Measure Control Analyze Improve Define
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Agenda The Big Picture Alignment Identify Customers
Customer requirements and expectations for product or service Understand Process Map business process and identify stakeholders Complete Charter Identify opportunity, project boundaries, leadership and team
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Aligning Project with Broader Goals
MISSION STRATEGY GOALS AND OBJECTIVES PROJECTS
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Alignment – Mission / Purpose
Corporate Mission Statements “We are ladies and gentlemen serving ladies and gentlemen.” Ritz-Carlton “People, Service, Profits” Federal Express Typical Organizational Mission Statement Our mission is to assist in designing and implementing a team concept of management throughout all levels in our plant that will facilitate employee involvement for the mutual benefit of all in achieving our goal of continuous improvement in safety, environment, quality, production and cost. MISSION STATEMENT DEVELOPMENT Write down ideas and phrases individually Poll ideas on board/flipchart Clarify and combine ideas Rank ideas Use key ideas and write a brief mission individually Vote to select best individual mission Revise to incorporate other ideas Develop action plan for organizational review Implement “Casico Inc. is a producer of high quality engineered steels for the production of flat rolled and construction products. Our mission is to dedicate ourselves to continuously improve our products and services to meet our customer’s requirements and attain a level of profit sufficient to let us prosper as a company.” Mission/Values Speak up more; be made to feel that our opinion is important Act upon things that are wrong and follow-through Focus on things that we can control Measure what we do; make fact-based decisions Use the data that we have to quickly make obvious improvements Have a positive attitude; eliminate “not my problem” attitudes Do the right things; know what is important and what can wait Be prepared for meetings; use better time and project management Infuse LSS in the entire company Be self-sufficient in LSS
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Alignment - Goals and Objectives
“SMART” Objectives Specific Measurable Attainable Reasonable Tied to Time Frame Unclear Project Objective: Remove CLS data entry during Shipping Process Clearer Project Objective: Reduce shipping paperwork data entry errors by 25% by June 2000. Some Poor Problem Statements: Shipping paperwork errors are too high thus requiring excessive rework. Outbound freight costs are too high Release losses are too high Some Good Problem Statements: Shipping paperwork errors occur at a rate of 7 per 100 orders and require 22 hours of administrative overtime per month for rework. Outbound freight costs are $5.2 million per year and comprise 20.5% of the total cost of the product. Release losses are $254,000 per year and the number one cause of customer complaints.
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Perform project scoping until you cannot answer why.
Alignment - Projects PROJECT SCOPING Initial Issue Second Level Third ? Why? Perform project scoping until you cannot answer why.
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Project Prioritization
A problem statement helps communicate why the issue is being addressed. Just-Do-It Projects Fast, low hanging fruit, immediate benefit Lean Projects Kaizen events, GB initiated, functional DMAIC Projects GB,BB projects depending on scope, risk, and benefits to the organization DMADV/DFSS Projects Re-design projects led by Black Belts with DFSS training using cross-functional teams LSS Projects Non-Projects Communications to field personnel that a suggestion, complaint will not be the subject of an improvement team, and why
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Agenda The Big Picture Alignment Identify Customers
Customer requirements and expectations for product or service Understand Process Map business process and identify stakeholders Complete Charter Identify opportunity, project boundaries, leadership and team
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Process Capability Tolerance limits (The “Voice of the Customer”) – customer requirements Process limits (The “Voice of the Process” or The “Voice of the Data”) - based on natural (common cause) variation Process Capability – A measure of how “capable” the process is to meet customer requirements; compares process limits to tolerance limits. There are three main elements associated with process capability – process variability (the natural range of variation of the process), the process center (mean), and the design specifications.
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Listening to the Voices
Voice of the Customer – Quality, Price, Responsiveness Process – Process Flow, Value Stream, Control, Capability Employee – Satisfaction, Worth, Recognition, Safety Also remember the other stakeholders – Owners – Returns, Growth, Security Suppliers – Involvement,Growth,Price,Stability
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Voice of Customer (VOC)
Goal - To identify how to create value to customers Steps: Collect raw data – Interviews, Surveys Group data into themes Identify underlying issues (drivers) – Kano Analysis Define measurable variables (Critical-to-Quality, or CTQ, variables) “I do not like dealing with your company” Products not delivered on time Need 10 day lead time VOC 5 Whys CTQ
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Customer Satisfaction Survey
Goal: to measure the quality of a product or service Uses: To identify areas which need improvement ways to gain back and retain customers To identify gaps in management and customer’s point of view To acquire feedback for improvement
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PIMS Model of Customer Satisfaction
Goal: to determine the performance and importance of key customer satisfaction drivers Use: To identify high-priority issues 5 Question ’ Importance Performance 1 2 3 4 5 6 Low Performance /High Importance High Performance/ High Importance 1 3 Importance High Performance/Low Importance Low Performance/Low Importance 2 1 5 3 1 Performance Source: Boston Consulting Group
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Customer Satisfaction Customer Dissatisfaction
Kano Analysis Goal: To model customer satisfaction as it relates to product Use: To identify customer needs, determine requirements, develop concept, or to analyze competitive products Customer Satisfaction Customer Dissatisfaction Delighters Satisfiers Dissatisfies High Performance Low performance Separates features into dimensions Levels of customer expectations Dissatisfiers Satisfiers Delighters Can you give examples of each? Article on kano available at: Dissatisfies, also known as “must-be,” “basic,” or “expected” characteristics Satisfiers, also known as “one-dimensional” or “straight-line" characteristics Delighters, also known as “attractive” or “exciting” characteristics 6 common Kano categories One-way (O)— User satisfaction is proportional to the performance of the feature; the lower the performance, the lower the user satisfaction; the higher the performance, the higher the user satisfaction. Must-be (M)— User satisfaction is not proportional to the performance of the feature; the lower the performance, the lower the user satisfaction, but high performance creates feelings of indifference to the feature. Delighters (A)— Again, user satisfaction is not proportional to the performance of the feature; low levels of performance create feelings of indifference to the feature, but high levels of performance create feelings of delight to the feature. Indifferent (I)— User does not care about the feature. Questionable (Q)— User response does not make sense (e.g., delighted if feature is present and delighted if feature is absent). Reverse (R)— User offers responses opposite the responses expected by individuals conducting the Kano survey (e.g., "do not like it" if feature is present and "delighted" if feature is absent). Lessons From the Model Customers have different levels of satisfaction Success = respond to customer complaints Success = proactive actions toward customer satisfaction
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Agenda The Big Picture Alignment Identify Customers
Customer requirements and expectations for product or service Understand Process Map business process and identify stakeholders Complete Charter Identify opportunity, project boundaries, leadership and team
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Voice of the Process (VOP)
Goal of Voice of the Process/Voice of the Data Eliminate Blame/Fear Determine if process is predictable Identify causes of problems Process Activity from the Customer Perspective Direct Value Add Non-Value Add But Necessary Non-Value Add V
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S I P O C What is a SIPOC? Suppliers Input Process Outputs Customers
Input Boundary Output Boundary Requirements Suppliers - Provide inputs to the process Input - Resources required by the process Input Boundary - Specifies when the process starts Input Requirements - What the process requires of the inputs. Measurable, quantifiable. Process - The activity which transforms inputs to outputs Output Boundary - Specifies when the process ends Outputs - Delivered products or services Customers - Stakeholders who place the requirements on the outputs Output Requirements - What the customer requires of the outputs. Measurable, quantifiable.
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Input Output Analysis - SIPOC
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Process Mapping Goal: to understand a system or a process
Use: To identify customers/supplier relationships, value-added work, potential opportunities for improvement, and to eliminate redundant steps Example: Order Fulfillment Process Shipping Sourcing Packaging Customer Service Inputs Outputs Environmental Analysis Develop RFP Conduct Bid Process Select Supplier Implement Supplier Change Understand a system or process Verify or clarify work processes
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Value Stream Mapping High level delivery path (flowchart or process map) from customer request to delivery of product or service – includes materials, people, information
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Agenda The Big Picture Alignment Identify Customers
Customer requirements and expectations for product or service Understand Process Map business process and identify stakeholders Complete Charter Identify opportunity, project boundaries, leadership and team
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Chartering a Project Goals Problem Statement
Project and Process Mission Objective Statement Enables project owner to set expectations and creates ability to get “buy in” Obtain Commitment Set Roles and Responsibility Set Project Schedule Secondary Goals Acquire Resources Focus on Project Objective Process Name Product/ Service Description Objective Project Scope Statement Assumptions/ Constraints/ Risk Benefits Schedule Project Name Business Unit Department Start Date Project Budget Contact Information Project Stakeholder Phone number Name Project Champion Process Owner Black/ Green Belt Team Members Project Y Baseline Forecast Select and define the project after process analysis and evaluation. Describe boundaries of the project and how to measure. Suggested project selection criteria: Narrow in scope Will improve the process in the immediate future (based on estimated COPQ) Select Project Team Form Teams and Identify Project Roles Analyze project about to start Assign roles and responsibilities for project Communicate the following information to the Project Team in written form: The definition, scope and measures of the project and why this is important. The current process behavior – include charts for the process measures. The customer – internal and/or external – requirements. The reporting structure between the Project Team and Management Team and frequency of milestone reporting. Any constraints that may impact the recommendations for process improvements, such as number of people, resources needed and when team can meet. Their authority to requisition data and experts for consultation. How much leeway the team has to make process changes without consulting the Management Team . Project teams need a high level of autonomy. If they always need to check with the Management Team then something is wrong – problem scope may be too big. The deliverables at the conclusion of the project. Timeline for the completion of the project. Meet to develop project mission
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Gannt Chart - Scheduling
Schedule of Activities
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