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Please Define Six Sigma!


Publisher: Randy Hough
Date: 2008-02-28
Word count : 482
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Please Define Six Sigma! Six Sigma is a quality improvement methodology. Six Sigma is also a "brand name", used by thousands of consultants, but the trademark is owned by Motorola. That is why you see it capitalised when it is used by Motorola and in lower-case letters otherwise.

Why is it called six sigma? Because sigma is a long-standing symbol used by engineers, mathematicians, and statisticians as a unit to measure statistical variation. Sigma is Greek for the letter 'S'. Why 'six'? It refers to the amount of deviation from the common bell curve used to measure change. Six sigma represents "almost perfect", or 3.4 defects per million.

So, if you count those bars to the right of the top of a bell curve, you get six sigma. What that represents is the deviation from perfect. Obviously, if you are making plastic parts, you would be very happy indeed if you could have only 3.4 defective parts per million! That is what this is all about. It is a method that enables you to measure your processes in order to improve your bottom line.

One reason it is difficult to give an overview of six sigma is because it means different things to different people and different industries. It was originally developed by Motorola as a way to improve manufacturing, but it soon grew to include management and service industries, such as banking.

Can six sigma help in injection molding?

Here are some benefits reported by several injection molders:

Improvements related to in-process inspection effectiveness, Increased weigh-count throughput, Cycle time and scrap reduction, Help reduce process variation and costs.

This is not only something that benefits large corporations, it can be tailored to suit small and medium sized companies as well. A good example of this is GW Plastics, in Bethel, Vermont.

Six Sigma is a top-down program It is common knowledge that a program such as this will only work if there is an absolute commitment from top management. It is a complicated, time consuming and somewhat expensive program to become involved with. The rewards can be huge though, and the company bottom line will show it.

There are many, many companies offering six sigma services. There is even one called Motorola University, the same people who developed this in the first place! You can earn your "green belt" or "black belt" and become a trainer by taking online courses as well. This is certainly the most popular quality improvement program in history. It is not a "flash in the pan", though some companies fail to follow through and realize the benefits. It really encompasses the best of the quality programs that have preceded it and can help your company in many ways.

Learn more at our web site, Global Plastic Injection Molding


 

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Is Six Sigma worth the investment for a small or medium sized business?

Eric Gurr 2006-02-08
Title: Is Six Sigma worth the investment for a small or medium sized business?
Is Six Sigma worth the investment? First let's define Six Sigma in terms we can all understand. It's a quality control process that is data driven What that means is the result is measured in numbers, in particular, numbers of defects . To achieve Six Sigma you should have less than 3.4 defects per million opportunities. Opportunities for what? I guess a million opportunities to screw up.

The list of big companies that are utilizing Six Sigma is huge. But is it right for the small and medium business? GE and Motorola will find it hard to gain any more market share thany they already have. The best way for them to increase profits is to decrease costs. But is that really true for a small or medium sized manufacturer? Anything that strives to reduce the number of defects and increase customer satisfaction is a positive for your business. That's a no brainer. The issue is more how deeply do you immerse your business, and your employees in to a process that can take the focus off of what they enjoy doing.

Let me state that in another way. Many of your employees are employees because that's what they want to do. They don't want the headache or the associated risk of running a business, or being a manager or director. Six Sigma is a very disciplined and detail oriented process. Because of this it can drastically alter the nature of an employees task. In some cases, this will be a positive. The employee may feel energized by the change and the challenge. Others will boost productivity simply due to the Hawthorne effect. A significant number will however see this as an unwelcome change to the job they want to do.THERE IS NOTHING WRONG WITH THIS! We simply must accept the fact that not everyone is dedicated to advancing his or her career and embracing all challenges and changes. Most people work because they have to. They work so that they can support their families and enjoy time away from work with other pursuits. This is not a character flaw or a sign of laziness. It's just the decision they've made, nothing more and nothing less. When we try to impose radical change on the work portion of thier lives they have the freedom to move on to another company. And that's the best case scenario. Generally what happens is the employee becomes disenfranchised and productivity suffers.

Obviously our goal isn't to decrease productivity so what's a small business to do? Like everything else you need to take it slow at first. The best advice is to decide what you want out of it before you even begin. Then you can make a better decision about using a Six Sigma consultant, and whether or not you need one. You should also set a realistic goal for what an acceptable defect rate should be and what the cost is for a given range of defects. Six Sigma has this process as part of it but many of the Black belt consultants seem to get caught up in reaching that magic number of zero defects. That's a nice goal but if the cost of reaching it is ten times the cost of the defects, who cares? Go with the defect rate you have and keep cashing the checks. In short, don't fix what isn't broken. Fine tuning to keep or gain market share is one thing, reorganzing your entire business in a risky pursuit of a 1.5% profit increase is quite another.


 

Design for Six Sigma by Peter Peterka

Peter Peterka 2006-01-27
Title: Design for Six Sigma by Peter Peterka
Design for Six Sigma (DFSS) is the application of Six Sigma principles to the design of products and their manufacturing and support processes. Whereas Six Sigma by definition focuses on the production phase of a product, DFSS focuses on research, design, and development phases. DFSS combines many of the tools that are used to improve existing products or services and integrates the voice of the customer and simulation methods to predict new process and product performance.

DFSS can be compared to DMAIC (Design, Measure, Analyze, Improve, Control) and often the acronym DMADV (Define, Measure, Analyze, Design, Verify) is used to describe the strategy of DFSS. The precise phases or steps of a DFSS methodology are not universally defined. Most organizations will implement DFSS to suit their business, industry, and culture. DFSS methodology, instead of the DMAIC methodology, should be used when: * A product or process is not in existence at your company and one needs to be developed * The existing product or process exists and has been optimized (using either DMAIC or not) and still doesn't meet the level of customer specification or six sigma level DFSS is a way to implement the Six Sigma methodology as early in the product or service life cycle as possible. It is a strategy toward extraordinary ROI by designing to meet customer needs and process capability. DFSS can produce the same order of magnitude in financial benefits as DMAIC. But it also greatly helps an organization innovate, exceed customer expectations, and become a market leader.

DFSS is the Six Sigma approach to product design—namely, designing products that are resistant to variation in the manufacturing process. Using DFSS means designing quality into the product from the start. You are preventing wasteful variation before it happens, thus being able to identify and correct problems early when the solution costs are less. A successful DFSS implementation requires the same ingredients as any other Six Sigma project: a significant commitment and leadership from the top, planning that identifies and establishes measurable program goals and timeline, and the training and involvement of everyone.

Planning for DFSS requires collecting the necessary information that will allow for error free production of defect-free products and processes that satisfy the customer profitably. DFSS attempts to predict how the designs under consideration will behave and to correct for variation prior to it occurring. That means understanding the real needs of your customers and translating those needs into vital technical characteristics of the product and ultimately into critical to quality (CTQ) characteristics of the product and process. You can then use design of experiments (DOE) to develop a robust design that optimizes efficiency and reduces defects.

Valid and reliable metrics to monitor the progress of the project are established early in the project, during the Measure phase if using DMADV. Key inputs are prioritized to establish a short list to study in more detail. With a prioritized list of inputs in hand, the DFSS team will determine the potential ways the process could go wrong and take preemptive action to mitigate or prevent those failures. Through analysis, the DFSS team can determine the causes of the problem that needs improvement and how to eliminate the gap between existing performance and the desired level of performance. This involves discovering why defects are generated by identifying the key variables that are most likely to create process variation. Failure Mode and Effect Analysis (FMEA) and Anticipatory Failure Determination (AFD) can be used for both the design of the product and the design of the process.

DFSS provides a structured way to constructively use the information learned from these analyses. Armed with real data produced by the DFSS process, you can develop competent manufacturing processes and choose processes that are capable of meeting the design requirements. Further analysis can verify and validate that the product design will meet the quality targets. This can be accomplished through peer reviews, design reviews, simulation and analysis, qualification testing, or production validation testing.

The benefits of DFSS are more difficult to quantify and are more long-term. It can take over six months after the launch of the new product before you will begin to see the true measure of the project improvements. However, the eventual return on investment can be profound. This is especially true when the organization can use the DFSS project as a template for fundamental changes in the way it develops new products and processes across the organization.

Peter Peterka is a Master Six Sigma Black Belt for Six Sigma us and has implemented Six Sigma in a variety of organizations. For additional information for Six Sigma Training and Design for Six SIgma please contact Peter Peterka at http://www.6sigma.us


 

Six Sigma Jobs by Peter Peterka

Peter Peterka 2006-01-25
Title: Six Sigma Jobs by Peter Peterka
The demand for people with Six Sigma expertise is constantly increasing. More and more organizations are discovering the many ways that the Six Sigma methodology can help them grow and improve. As Six Sigma spreads to many different industries beyond its genesis in manufacturing, you can now find many service and government organizations advertising for Six Sigma help. Plus, it is no longer the largest corporations looking for Six Sigma help. Smaller companies also are taking on Six Sigma projects and hiring people as consultants or permanent staff. The need for full-time Six Sigma professionals will only increase.

Types of Six Sigma Jobs There are many Six Sigma jobs in many industries at junior and senior levels. The positions have descriptions and requirements unique to that organization and its requirements. It is true that many Six Sigma positions are filled internally as organizations train their own people already familiar with the organization’s culture in Six Sigma skills. However, organizations frequently reach outside to add personnel with Six Sigma expertise to lead Six Sigma projects or even the full-scale implementation of Six Sigma throughout the organization. These positions are usually dedicated full-time to Six Sigma projects.

Six Sigma jobs are advertised under many titles, not always as obvious as “Six Sigma Black Belt,” “Six Sigma Consultant,” or “Six Sigma Analyst.” Other possible titles include things like “Functional Project Lead” “Six Sigma Program Manager,” “Lead Analyst/Project Manager,” “Director of Operational Excellence,” “Business Process Manager,” or “Senior Projects Manager.” Whatever the exact title, the organization is looking for someone with the skills of a Six Sigma Black Belt. A Black Belt is an individual trained in the Six Sigma methodology and experienced leading cross-functional process improvement teams. They will lead individual Six Sigma projects.

Very senior Six Sigma positions are sometimes advertised. These are Master Black Belts, individuals trained in the Six Sigma methodology who acts as the organization-wide Six Sigma program manager. They will lead Six Sigma implementation at the organization and will oversee Black Belts and process improvement projects and provides guidance to Black Belts as required. Master Black Belt positions understandably demand the highest level of Six Sigma experience and qualifications.

Qualifying for Six Sigma Jobs To be considered for a Six Sigma job, you need a combination of relevant academic and work experience. The first and foremost qualification is to be trained in Six Sigma, ideally as a certified Six Sigma Black Belt. This means formal training from qualified Six Sigma consultants who have extensive experience in training and implementation of Six Sigma. Specific training in Six Sigma DMAIC and/or DFSS methodology is often requested. The best teacher is, of course, experience and organizations will strongly prefer, if not insist, on people who have completed at least one Six Sigma project.

In addition to possessing Six Sigma training and project experience, organizations will ask that you have experience working in the industry of the organization’s business. So if the company is a manufacturer, they will usually want you to have direct experience in a manufacturing environment. Organizations will ask that you have a certain minimum period of experience (often five years) in that particular industry.

Management experience is a huge plus and will almost certainly be a requirement for a Six Sigma project team leader. Having on your resume proven project management success within a structured environment and being able to demonstrate good managerial skills will take you a long way. That’s because leading and facilitating Black Belts, Green Belts, and business teams through a Six Sigma project is often the role organizations are seeking to fill.

There are also essential personal skills. You need to be able to demonstrate a good understanding of processes and quality methodologies and a willingness to take an initiative and lead change. Another crucial skill is the ability to link strategy to execution. The aptitude to look beyond the surface and be creative to think conceptually about strategic business issues and develop creative but practical solutions is key.

Peter Peterka is a Master Six Sigma Black Belt for Six Sigma us and has implemented Six Sigma in a variety of organizations. For additional information for Six Sigma Training and Six SIgma Jobs please contact Peter Peterka at http://www.6sigma.us/


 

Six Sigma is about More Than Just Number Crunching

Peter Peterka 2005-09-23
Title: Six Sigma is about More Than Just Number Crunching
Top executives who know only that Six Sigma is famous and popular have called for the implementation of Six Sigma programs, and, of course, want to see numbers. They may become very enamored with the copious numbers that Six Sigma produces. Unfortunately, they may not want to see more than just a series of reports and may not understand that Six Sigma is about so much more than crunching numbers and generating reports.

Certainly, Six Sigma is about number crunching. In Six Sigma, first you define your problem and your project, and then you measure your process from start to finish. Six Sigma produces a flood of data about your process. These measurements are critical to your success. If you don't measure it, you can't manage it. Through those measurements and all of that data, you begin to understand your process and develop methodologies to identify and implement the right solutions to improve your process. Six Sigma’s clear strength is a data-driven analysis and decision-making process—not someone's opinion or gut feeling.

However, those who know Six Sigma have learned enough to be wary of excessive “number crunching” that does not lead to performance improvement. It is not the measurements or the reports that create solutions; it is the Six Sigma team itself. Once a problem’s root causes are determined in the analysis phase of a Six Sigma project, the team works together to find creative new improvement solutions. The data is used and relied upon—it is the measurements of the realities you face! Yet it is smart measurement and smart analysis of the data—and above all the smart creation of new improvement solutions and their implementation—that create real change.

Six Sigma is more than a data-capturing, number-crunching process. It is a philosophy and a methodology; it is a way of looking at business and a way of doing business processes. Six Sigma provides a structured data-driven methodology with tools and techniques by application of which companies can measure the baseline performance of their processes and determine the root causes of variations, as well as improve their processes to meet and exceed the desired performance levels. Six Sigma is a technique to introduce controlled thinking into a continuous change management method. It is a desire to constantly improve a product or service offered.

The value of statistical analysis cannot be underestimated. How can an organization improve if it does not have an established baseline? How can an organization determine if it has made progress if there is no data to indicate improvement? Measurement of activity (lead times, cycle times, failure rates, downtimes, etc.) is very important. Using these measurements to understand the variability in your processes is substantially better than the ad hoc it-doesn't-feel-right approach. However, without thorough knowledge and skills of how to use statistics in a business environment, all of the number crunching in the world won’t create real change. Ultimately, business process improvement is achieved through the acquisition of knowledge. Since knowledge is a commodity that people acquire, organizations must recognize their people as their most valued assets. Well-trained people gather the knowledge that leads to quality improvement. Through the effective deployment of Six Sigma, the utilization of people can improve process performance, affect product and service quality, positively influence customer satisfaction, and ensure long-term business success.

Yes, you do have to know statistics well, but you also need to know the business needs of your organization to make Six Sigma a success. Six Sigma is a big job that encompasses the entire organization; it isn’t just a set of mathematical tools or a separate function done by bean counters. Properly envisioned as a philosophy of quality improvement, Six Sigma helps everyone in the organization become more efficient and productive.

Peter Peterka is President of Six Sigma us. For additional information on Six Sigma Green Belt or other Six Sigma Certification project programs contact Peter Peterka.


 

Managing Teams and Six Sigma

Peter Peterka 2005-09-10
Title: Managing Teams and Six Sigma
Managing a Six Sigma team is a considerable responsibility. Six Sigma is a team process and requires cooperation at many levels. No one person can manage a Six Sigma project on their own. Just as it is the organization that benefits from Six Sigma, it is the organization that truly manages Six Sigma. Yet, that management must be led by specially trained individuals.

Success in managing Six Sigma teams begins with the top of the organization. Company leadership must give the teams the resources and the authority to apply Six Sigma concepts to their daily activities. They must also ensure that organizational goals are aligned with Six Sigma projects and that any roadblocks to Six Sigma deployment are removed.

The proper selection and training of Six Sigma team leaders is also critical as they have the most direct responsibility for managing the Six Sigma team. A Six Sigma Black Belt is the team leader and the key change agent for the Six Sigma process. The role of the Black Belt is to facilitate the Six Sigma adoption as part of the culture. They lead, and manage Six Sigma teams to sustain significant bottom-line results. Black Belts ideally are people previously experienced in leading cross-functional process improvement action teams who have been trained in the Six Sigma methodology. The Six Sigma Black Belt should demonstrate team leadership, understand team dynamics, and assign team member roles and responsibilities.

Managing a Six Sigma team comes down to two important aspects: leading and mentoring. As the team leader, a Black Belt needs to be directly involved with the project team. This is a crucial element as it enables the business to cut through and implement improvements quickly and efficiently. Six Sigma includes tools and practices that replace reactive habits with a dynamic, responsive, proactive method of management. As the team leader, the Black Belt must be being willing to adapt to circumstances including the need to accept - and manage - occasional setbacks. This includes handling group conflict and "problem people" and minimizing out-of-control meetings and personal interactions.

The Black Belt must also be a mentor to everyone on the team and develop a mentoring process. They must ensure that proper guidance is given for the new candidates immediately after their training. This will ensure that the course corrections are made regularly and the projects get completed on time. Six Sigma creates an environment that supports true teamwork and the Black Belt can go a long way toward enabling a positive and productive team environment. During the project, the Black Belt should continually Structure the team and its actions to best utilize the disparity in knowledge and techniques of the team members and increase project member morale. Always, the Black Belt should look at every circumstance as an opportunity to help instruct and improve the individual team members and the organization as a whole. This is what Six Sigma is all about.

Peter Peterka is President of http://www.6sigma.us/whyus.php ">Six Sigma .us and has over 15 years as http://www.6sigma.us/six-sigma-black-belt.php ">Six Sigma Black Belt with a variety of organizations. For additional information please contact Peter Peterka for ">http://www.6sigma.us/six-sigma-training.php"> Six Sigma Certification .


 

Six Sigma Online Certification

Mike White 2008-05-04
Title: Six Sigma Online Certification
Six Sigma Online Certification
If you are looking for Six Sigma online certification courses that are suitable for your industry or organization, then here are the courses that would help you the most. At Qi2, we also provide onsite Six Sigma training. We customize the Six Sigma onsite training program to suit your industry or the work processes of your organization. We take real life examples from your organization and customize the course for you at no additional cost.
Six Sigma Online Certification in Green Belt
We also provide a highly recognized Six Sigma online certification training program (Green Belt) that covers all the aspects required for performing at a Green Belt level. The Six Sigma Green Belt online course includes training in management, service delivery, design, production and client satisfaction.
The Green Belt Six Sigma Certification is a very prestigious, allowing you to obtain a high standard of achievement. It can be achieved both by companies as well as individuals. We provide a highly interactive Six Sigma online, computer-based certification course that will provide you the required skills needed to achieve the Six Sigma Green Belt Certificate.
Six Sigma Online Certification in Black Belt
We also provide you Six Sigma online certification in Black Belt. This is yet another extremely prestigious and valuable training program recognized around the world. The Six Sigma Black Belt online course integrates learning with hands on data analysis. A Six Sigma Black belt certified company or professional can use the Six Sigma and lean strategies and tactics to fit into their management system and apply the tools and techniques to resolve and avoid business process problems.
Lean and Six Sigma are those business methodologies which help to control inefficiencies, diminish variation and remove waste. Including the valuable tools and techniques learned in Six Sigma Black Belt certification course, it makes this one of the fastest growing and most popular quality certification courses.
About Qi2
Qi2, or Quality Improvement International, is one of the leading organizations that provide internationally recognized Six Sigma online certification courses and training programs that helps an individual as well as a company reduce errors and deviations and increase quality consciousness and improve standard of production or services, thereby diminishing costs to a great extent.


 

Randomization And Six Sigma

2008-05-05
Title: Randomization And Six Sigma
Simplistically speaking, randomization in Six Sigma and any experimentation can be likened to surprise visits which help expose undetected lurking flaws in any place you may want to think of. Sometimes it pays to run random checks, even on highly standardized procedures, which eventually detect factors running over the length of the experiment in an uncontrolled manner.

As a general rule, industrial experiments are run in split plot modes for expediting purposes and for reasons of governing and monitoring. The experiments let the effects of the split plot factors for estimation more precisely as opposed to the effects of the whole plot. This turns out to be unfortunate when the focus lies in whole plot factors.

Randomization in Experimental Design

The importance of conducting randomized research experimentation arises from the need for convenience in controlling the extraneous variables. The strikingly out of the ordinary variables which otherwise would not have given ways to measure would now spread out evenly or average out across the experimentation conditions, when randomized.

Statisticians favor a completely randomized testing environment for sound theories. But the engineers who are running the experiments often neglect restrictions like the split plot experimentation and get caught unaware of the associated risks. On their part, statisticians too, fail to understand that the restrictions on randomization do not result in reduced information than a whole plot randomized design.

Further Justification of Need for Randomization

What makes things worse is combining multiple factors and their levels can make things very large a task to handle. In order that the things are simplified, some informed deductions become imperative to understand which factors will generate the most pertinent data that helps provide information for substantial results. The experiment must be randomized at the sequential run level.

It must be understood that restriction on randomization and replication of experiments leads to complex designs having a number of fatal experimental errors. Because it crucially allows external factors equal chances to affect each run. The expected results are difficult to have with non-randomized experiment, the reason being the risk of external factors acting in a predetermined manner, and adding noise to the response.

It is desirable for engineers to run experiments in multiple sets (called replication). This can be depended upon to provide greater confidence in evaluating the results, as you are flush with abundant data. Depending on budgetary flexibilities, it is desirable to have more of these replicated experimentations for apparent reasons.

Handling Randomization By Black Belts

Six Sigma Black Belts must know the difference between different types of models of experimentation. For the experimentation to be effective and result-producing, the Black Belts are the crucial links and must understand the concepts of randomization.

In cases where background variables can’t be eliminated totally, another concept called blocking can be used. It spreads the variables across the experiment.

Randomization has its root in science just how Six Sigma draws its strengths. The interpretation of results in split plot mode must be done carefully to avoid inherent pitfalls.


 

Six Sigma Jobs

Peter Peterka 2008-05-05
Title: Six Sigma Jobs
The demand for people with Six Sigma expertise is constantly increasing. More and more organizations are discovering the many ways that the Six Sigma methodology can help them grow and improve. As Six Sigma spreads to many different industries beyond its genesis in manufacturing, you can now find many service and government organizations advertising for Six Sigma help. Plus, it is no longer the largest corporations looking for Six Sigma help. Smaller companies also are taking on Six Sigma projects and hiring people as consultants or permanent staff. The need for full-time Six Sigma professionals will only increase.

Types of Six Sigma Jobs
There are many Six Sigma jobs in many industries at junior and senior levels. The positions have descriptions and requirements unique to that organization and its requirements. It is true that many Six Sigma positions are filled internally as organizations train their own people already familiar with the organization’s culture in Six Sigma skills. However, organizations frequently reach outside to add personnel with Six Sigma expertise to lead Six Sigma projects or even the full-scale implementation of Six Sigma throughout the organization. These positions are usually dedicated full-time to Six Sigma projects.

Six Sigma jobs are advertised under many titles, not always as obvious as “Six Sigma Black Belt,” “Six Sigma Consultant,” or “Six Sigma Analyst.” Other possible titles include things like “Functional Project Lead” “Six Sigma Program Manager,” “Lead Analyst/Project Manager,” “Director of Operational Excellence,” “Business Process Manager,” or “Senior Projects Manager.” Whatever the exact title, the organization is looking for someone with the skills of a Six Sigma Black Belt. A Black Belt is an individual trained in the Six Sigma methodology and experienced leading cross-functional process improvement teams. They will lead individual Six Sigma projects.

Very senior Six Sigma positions are sometimes advertised. These are Master Black Belts, individuals trained in the Six Sigma methodology who acts as the organization-wide Six Sigma program manager. They will lead Six Sigma implementation at the organization and will oversee Black Belts and process improvement projects and provides guidance to Black Belts as required. Master Black Belt positions understandably demand the highest level of Six Sigma experience and qualifications.

Qualifying for Six Sigma Jobs
To be considered for a Six Sigma job, you need a combination of relevant academic and work experience. The first and foremost qualification is to be trained in Six Sigma, ideally as a certified Six Sigma Black Belt. This means formal training from qualified Six Sigma consultants who have extensive experience in training and implementation of Six Sigma. Specific training in Six Sigma DMAIC and/or DFSS methodology is often requested. The best teacher is, of course, experience and organizations will strongly prefer, if not insist, on people who have completed at least one Six Sigma project.

In addition to possessing Six Sigma training and project experience, organizations will ask that you have experience working in the industry of the organization’s business. So if the company is a manufacturer, they will usually want you to have direct experience in a manufacturing environment. Organizations will ask that you have a certain minimum period of experience (often five years) in that particular industry.

Management experience is a huge plus and will almost certainly be a requirement for a Six Sigma project team leader. Having on your resume proven project management success within a structured environment and being able to demonstrate good managerial skills will take you a long way. That’s because leading and facilitating Black Belts, Green Belts, and business teams through a Six Sigma project is often the role organizations are seeking to fill.

There are also essential personal skills. You need to be able to demonstrate a good understanding of processes and quality methodologies and a willingness to take an initiative and lead change. Another crucial skill is the ability to link strategy to execution. The aptitude to look beyond the surface and be creative to think conceptually about strategic business issues and develop creative but practical solutions is key.


 

How to Identify and Select a Lean Six Sigma Black Belt

Steven Bonacorsi 2007-12-02
Title: How to Identify and Select a Lean Six Sigma Black Belt
Steven Bonacorsi

Black Belts are knowledgeable and highly skilled in the use of the Lean Six Sigma methodologies and tools, as well as facilitation and change management, and lead subject matter experts to increase customer satisfaction levels and business productivity.

Black Belts have typically completed four weeks or 160 hours of Lean Six Sigma training, and have demonstrated mastery of the subject matter through the completion of project(s) (usually a minimum of 2 projects) and an exam (usually a pass of 80%). Black Belts coach Green Belts and receive coaching and support from Master Black Belts. It is generally expected that a Black Belt will move into a Master Black Belt or significant business role after the Black Belt assignment is completed in 18 months to three years.

Six Sigma Black Belt Qualities

What should you look for in your Black Belt? Here is my personal top ten list. Notice that I bulleted the list instead of numbering. This was done on purpose, as a numbered list usually indicates that one point might be more valuable than another. In this case, all ten qualities are considered essential and should have equal weighting.

Customer Advocacy - Black Belts should readily communicate the understanding that customers are always the recipients of processes, and that customers (internal or external) are always the final judge of product or service quality. Understanding customer needs is the key to process improvement. Hence, a Black Belt candidate should speak clearly about how eliminating process variation is a key to business improvement.

Passion - No cold fish are welcomed in Lean Six Sigma. Black Belts must be self-motivated, have initiative, and have a positive personality. At times they are expected to be a cheerleader, to pick up the team and help them move forward productively. Passion also gives them fortitude to persevere, even when the going may get tough on a project.

Change Leadership - Black Belts have demonstrated performance as a change agent in the past, regardless of their job duties. During the interview, ask them how they challenged the status quo in their last role. They didn't? ...well, they may not be the right person for your Black Belt position. Changing the organization and how business is accomplished may upset employees. Change agents and change leaders have a way of accomplishing positive change while engendering support for the change.

Communication - Black Belts are effective communicators, which is essential for the many roles they serve (trainers, coaches, and mentors). Black Belts should be able understandably speak to all audiences (from shop floor employees to executive management). Understanding the various needs of audience members and tailoring the message to address their concerns is the mark of an effective communicator. Once a Black Belt has these qualities, creating Power Point presentation slides (a requirement in corporate America, right?) is a snap.

Business Acumen - Black Belts are business leaders, not the quality managers of the past. As such, they should have business knowledge and the ability to display the linkage between projects and desired business results. How is a project making the company stronger competitively and financially? You can ask questions during the interview to determine if the Black Belt candidates have made this connection in their prior roles.

Project Management - Lean Six Sigma is accomplished one project at a time. We should not lose sight of the fact that the Black Belt must manage projects from scope, requirements, resources, timeline, and variance perspectives. Knowledge of project management fundamentals and experience managing projects are essential.

Technical Aptitude - The Black Belt candidate need not be an engineering or statistical graduate, but in some cases this is beneficial -- provided the other top ten qualities listed are also present. In all cases, a Black Belt is required to collect and analyze data for determining an improvement strategy. Without some technical aptitude (computer/software literacy and analytical skills) the Black Belt will be frustrated in this role.

Team Player and Leader - Black Belts must possess the ability to lead, work with teams, be part of a team, and understand team dynamics (forming, storming, norming, performing). In order to effectively lead a team, a Black Belt must be likeable, get along with people, have good influencing skills, and motivate others.

Result Oriented - Black Belts are expected to perform and produce tangible financial results for the business. They must be hard working and quick to demonstrate success.

Fun - Black Belts should enjoy their jobs if they are passionate about them. By having fun, you encourage others to do the same.

Qualities that did not Make The Top Ten (But Are Important)

Trust and Integrity - These are requirements and are not negotiable.

Deep Process Knowledge - Lean Six Sigma involves having a team of subject matter experts working to eliminate defects and improve a process. Obviously, someone on the team must have a deep knowledge of the process being investigated. This does not have to be the Black Belt, but it can be.

Been There - Done That - Sometimes a team gives credibility to a Black Belt that has "been through it." When the team is forming, this can help accelerate the acceptance of the Black Belt, but it's not a requirement.

Knows Lean, Six Sigma, ISO, TQM, etc. - Remember, you are building your business leadership pipeline one Black Belt at a time. Having a specific and detailed knowledge of Lean Six Sigma is not a prerequisite -- they will go through training; having the top ten list of qualities for a Black Belt (listed above) is.

Diverse Work Experience - This will enable the Black Belt to appreciate more than just one aspect of a process improvement project. For example, if a Black Belt is fresh out of a statistics college program, she or he is likely to predominantly utilize newly acquired skills and tools. Black Belts with a diverse background can appreciate projects and issues more holistically.

A Degree - While having a degree supports the idea that a person has developed independent thinking skills, not having a degree does not imply that the Black Belt candidate does not have independent thinking skills. This quality is very debatable as I have seen excellent Black Belts with and without degrees.

If you are hiring a Black Belt versus selecting and developing on from the inside, I would suggest the following attributes are the most critical in selecting the right candidate.

Team Facilitating - Build a successful and cohesive team using development tools, resources, training, goals, performance measures and a flexible interpersonal style. Ability to effectively facilitate the completion of team goals.

Problem Solving - Identify present and potential troublesome situations and their causes. Investigate to a level that reveals total impact of the situation. Identify trends and patterns and develop measures to solve or prevent repeat occurrence.

Process Orientation - Ability to understand customer requirements, define and understand processes, and their effectiveness, efficiency and adaptability. Black Belts have the ability to take a systematic view of activities from a broad perspective. Experts in analyzing processes and establishing a vision for optimization.

Change Facilitation - Encourage individuals to seek opportunities for different and innovative approaches to addressing problems and opportunities. Facilitate the implementation and acceptance of change within the workplace.

Communication Skills - Convey or absorb information and ideas through a variety of media to individuals or groups in a manner that engages an audience and helps them understand and retain the message.

Computer Knowledge - Understands and uses the basic office tools available on a personal computer. Can do basic word processing, spreadsheets, e-mails, presentations and web browsing.

Program and Project Management - Identify customers, deliverables, project scope, plan and resources. Black Belts are skilled in removing obstacles, while make decisions that keep the team focused on meeting the quality, cost and timeliness goals.

Analyze Costs and ROI - Utilize cost analysis methods and procedures to determine resource allocations and evaluate alternatives in shop and office areas. Black Belts use established principles and practices, gather data, interpret information, and explain fluctuating elements and risks in investments.


 

Randomization And Six Sigma

Tony Jacowski 2006-06-23
Title: Randomization And Six Sigma

Simplistically speaking, randomization in Six Sigma and any experimentation can be likened to surprise visits which help expose undetected lurking flaws in any place you may want to think of. Sometimes it pays to run random checks, even on highly standardized procedures, which eventually detect factors running over the length of the experiment in an uncontrolled manner.

As a general rule, industrial experiments are run in split plot modes for expediting purposes and for reasons of governing and monitoring. The experiments let the effects of the split plot factors for estimation more precisely as opposed to the effects of the whole plot. This turns out to be unfortunate when the focus lies in whole plot factors.

Randomization in Experimental Design

The importance of conducting randomized research experimentation arises from the need for convenience in controlling the extraneous variables. The strikingly out of the ordinary variables which otherwise would not have given ways to measure would now spread out evenly or average out across the experimentation conditions, when randomized.

Statisticians favor a completely randomized testing environment for sound theories. But the engineers who are running the experiments often neglect restrictions like the split plot experimentation and get caught unaware of the associated risks. On their part, statisticians too, fail to understand that the restrictions on randomization do not result in reduced information than a whole plot randomized design.

Further Justification of Need for Randomization

What makes things worse is combining multiple factors and their levels can make things very large a task to handle. In order that the things are simplified, some informed deductions become imperative to understand which factors will generate the most pertinent data that helps provide information for substantial results. The experiment must be randomized at the sequential run level.

It must be understood that restriction on randomization and replication of experiments leads to complex designs having a number of fatal experimental errors. Because it crucially allows external factors equal chances to affect each run. The expected results are difficult to have with non-randomized experiment, the reason being the risk of external factors acting in a predetermined manner, and adding noise to the response.

It is desirable for engineers to run experiments in multiple sets (called replication). This can be depended upon to provide greater confidence in evaluating the results, as you are flush with abundant data. Depending on budgetary flexibilities, it is desirable to have more of these replicated experimentations for apparent reasons.

Handling Randomization By Black Belts

Six Sigma Black Belts must know the difference between different types of models of experimentation. For the experimentation to be effective and result-producing, the Black Belts are the crucial links and must understand the concepts of randomization.

In cases where background variables can't be eliminated totally, another concept called blocking can be used. It spreads the variables across the experiment.

Randomization has its root in science just how Six Sigma draws its strengths. The interpretation of results in split plot mode must be done carefully to avoid inherent pitfalls.



 
 

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