Describe Project Selection and Organizational Goals

It is important for an organization’s sustainability and success to identify projects suitable for Six Sigma and to determine when these projects should be deployed.  If the project is ineffective, it might be more successful with Six Sigma, but not have an effect on the organization itself.

A suitable Six Sigma project will help the business in several ways, including significant business process improvements and a large return on investment (ROI).

Project Selection Process:

  • Identify opportunities for improvement and arrange organizational areas such as production, operations, finance, and strategy.
  • Analyze opportunities and group related opportunities together.
  • Evaluate and rank opportunities for improvement against the criteria of resources needed to implement the projects and the potential benefits in terms of ROI after completing the projects.

Some project selection methods include:

  • Criteria-based project selection matrix, which is awaiting matrix to rate projects are criteria decided by stakeholders and customers.
  • Pareto diagram, a prioritization tool known as the 80-20 rule.
  • Hoshin Kanri, a method used to deploy organizational strategies and identify projects that will help an organization achieve its goals.

While six Sigma projects are focused primarily on customers other areas of six Sigma projects can focus on are:

  • Performance improvement in critical to quality (CTQ) characteristics.
  • Reducing customer complaints.
  • Reducing defects, in-process or internal.
  • Reducing warranty claims.
  • Improving surveying customer research scores.
  • Effectively capturing feedback from staff members.
  • Increasing profits and revenue.
  • Audit score improvement.
  • Process performance and dashboard metrics improvement.
  • Increased growth over the competitors.

The two basic Six Sigma models are DMAIC (Define, Measure, Analyze, Improve, and Control) and DFSS (Design for Six Sigma), also called DMADV (Define, Measure, Analyze, Design, and Verify).  The methodologies use measurement based strategies to achieve the objectives of process improvement and variation reduction.  DMAIC is used to add incremental improvements to an existing process, while DFSS is used to develop new processes, services, and products when more is required to existing processes than just incremental improvements.

The JDI (Just Do It) method of problem solving is deployed when the rigorous methodologies of DMAIC are not needed for the continuous improvement process.  JDI is a shortcut approach, but is useful when management has sufficient information to bypass or shorten the Measure or Analyze phase.  JDI is also used when the process improvement team wants to demonstrate results.  This can reduce data collection and analysis effort and allow time and effort to be saved by moving on to the execution stage.

The PDCA (Plan-Do-Check-Act) cycle is a basic four step process to carry out continuous improvement processes.  The Plan step involves recognizing the opportunity for process improvement and to identify the plan for improvement.  The Do  step is the implementation of the plan.  Employees are trained and activities such as scheduling and following up happen.  If the desired process improvement is not achieved, the plan can be abandoned and the cycle start over from the Plan step.  The Check step involves comparing the yielded results with the planned results.  Deviations are recorded and a new improvement plan is proposed to achieve results.  The Act step involves acting on the results of the check step and then either restarting the cycle or standardizing the results.

Total Quality Management (TQM) is structured to focus on satisfying customers via involving all members of an organization in the quality improvement processes.  The main objective is sustained customer satisfaction, which is accomplished through systematic methods of problem solving, breakthrough achievement, and standardization.  There are no hardline procedures for implementing TQM, and the PDCA is a popular TQM problem-solving tool.

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Java – Create Arrays

Data structures are a key feature in any programming language, enabling pieces of data to be stored and processed together as a single object.  Java provides several categories of data structures, such as arrays and collections.

An array is a non-resizable data structure that stores multiple objects or primitive types together as a single object.  It is a sectioned container where each section can hold a single array element.  All of the array elements are the same type and are numbered with a unique number starting at zero, called the array index.

An array must be declared and initialized before it can be used to store data.  Arrays are declared by placing a set of square brackets [] immediately after a datatype, followed by the name that will reference the array.

Datatype[] arrayName;

The square braces can also be placed after the name of the variable:

Datatype arrayName[];

To create an array of integers called numbers, it would be:

int[] numbers;

An array can also be an array of objects, such as an array of strings.

string[] words;

Declaring the array doesn’t make it usable.  It must also be initialized.  Creating the actual array in memory doesn’t occur until it is initialized.  After declaration, the keyword new will initialize the array.  This is where it is necessary to specify how large the array should be.

int[] numbers;
numbers= new int[10];

This declares the variable numbers to be an array filled with integers.  It then creates the new integer array, of size 10, and assigns it to the variable numbers.  It can be done similarly with an array of objects.

String[] words = new String[5];

A newly initialized array is empty, meaning that all its elements are null.  The size of the array cannot be increased or decreased after being initialized.  Arrays cannot have a negative size, attempting to do so will throw an exception.

After the array is initialized, it can be used to store data.  Values are assigned to individual array elements, which are accessed using the array name and the index number of the array element.  To store a value in the first element of the numbers array:

numbers[0]=2;

Since arrays are zero based, an integer array with a size of ten has array elements 0-9.  Storing a value in element 10 or higher would cause an exception to be thrown for this array.  The highest element in an array index is always one less than the total size of the array.

An array of primitive types contains values, while an array of objects contains references to the objects in memory.

Java does provide a mechanism that allows an array to be created and populated with only one line of code.  To create a populated array of strings:

String[] beatleNames = {"John", "Paul", "George", "Ringo"};

This is the equivalent to:

String[] beatleNames;
beatleNames = new String[4];
beatleNames[0]="John";
beatleNames[1]="Paul";
beatleNames[2]="George";
beatleNames[3]="Ringo";
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Introduction to ASP

ASP stands for Active Server Pages.  It is not a software application or a programming language, but rather a server-side scripting environment.  Common web sites are made up of static web pages, such as HTML (with some client side JavaScript) sent from the server to the client when requested.  Solutions such as CGI/Pearl, ColdFusion, JSP, PHP, and others have allowed webpages to become dynamic and capable of on the fly customization and data retrieval based on user input.  ASP was developed by Microsoft and made available in January of 1997.

In a static HTML page, the client (or user, someone surfing the web via browser) requests the HTML file from the server, and the server sends the file out to be viewed in the browser.  In ASP, the server can process the file first, adding additional content or customization that will be sent to the browser.  This is done by sending the file to ASP.dll, which parses the special ASP commands into HTML, client-side scripting, CSS, etc…

The resulting page includes only HTML, preventing browser compatibility issues beyond that of standard HTML (or CSS or other client-side scripting).  The ASP also cannot be learned by viewing the source code of other sites, as they are executed on the server and the browser displays only the results.

ASP pages are text pages with HTML/CSS, optional client-side scripting, and server scripting that interacts with ASP objects and components.  ASP code can be mixed with HTML as it does not need to be separately compiled or deployed.  ASP can be edited with Notepad or any other simple ASCII text editor.

ASP is free, though it may require additional downloads to the Windows operating system to turn it into a development platform.  It runs natively on Windows server, and can also be installed on UNIX or other servers with the use of additional software.

ASP Scripting Languages, Objects, and Components

ASP pages are composed of traditional HTML and client-side scripting with the addition of server scripting, ASP built-in objects, and ASP components.  ASP is less complex than a full programming language such as C++ or Java.

One benefit is that ASP can be used with any scripting language that supports the ActiveX scripting engine, including VBScript and Jscript as well as PerlScript and Python.  ASP only uses server-side scripting to produce the HTML viewed by the browser.  Since the server does all the interpreting, the end result is available for viewing with all browsers.

Though ASP is flexible, it is best to avoid confusion and use only one language in most situations.  Examples here will use VBScript.

Declaring the language on each ASP page is a good habit to practice.  This can be done using the <%@ language directive before the <html> tag: <%@ LANGUAGE = ScriptingLanguage %>
Alternatively, the <script> tag can be used to declare scripting procedures on a web page.

<script language=VBScript runat=Server>
 ...Some code here...
 </script>

Commenting is also a good habit, though while HTML uses <!—and –> for comments, VBscript uses an apostrophe:

' this is a comment line

Comments will be removed when the script is processed by the server, so they will not be seen by the client or in the HTML source code.

The ampersand symbol (&) is used to concatenate strings together, such as ‘London Bridge is”&” falling down”.  In conjunction with the underscore character (_), groups of strings that span more than one line of code can be concatenated together.

Variables should be declared, which VBScript does via the Dim statement:

Dim var1
 var1 = HarryDresden

It is best to explicitly declare variables to avoid confusion and eliminate the possibility of ambiguity.  To force the declaration of all variables, place <% Option Explicit %> at the top of the page, just after the language directive.  It demands all variables used on the page be declared first via Dim.

ASP is a modular environment, encouraging the re-use of code.  The ASP Object Model comes with several built-in objects, each with its own properties, methods, events, and collections.  Additional objects are available through the scripting language, and there are hundreds of third-party components available for purchase and installation.

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Identify Organizational Drivers and Metrics

Organizational processes are a set of core processes that make an organization effective, efficient, and adaptable; or processes are focused on delivering the right quality of products or services to customers, per customer requirements. Core processes differ from one organization to another and may be dependent on the organizational structure.

A manufacturer sources raw materials from their vendors. Material and resource requirement planning includes both inward and outward logistics. And when logistics include importing materials in stores, moving from supply to production line in a timely fashion, and storing raw materials as needed.  Outward logistics include dispatching finished goods and forming the organizational process called supply chain management.  This process may cut across different departments, geographies, and products.

Core processes are supported by sub-processes, enabling the processes to achieve higher customer satisfaction, better product quality, and increased delivery and time to market speed.

  • Purchase – Increase profitability by procuring high-quality raw materials at the most cost-effective price and optimizing the inventory cost of raw materials.
  • Production – Process raw materials efficiently and produce high yields by reducing defects and rework.  Pay attention to training and reducing machine downtime via suitable maintenance programs for production machinery.
  • Sales and Marketing – Employ innovative strategies as part of public relations.  Increase the willingness of the customer to buy the manufactured products via advertising and sales campaigns.
  • Delivery – Take care to process the order quickly, freeze the scheduled time of delivery, and ensure the delivery schedule is met in the most cost effective manner.  Obtain customer feedback for this sub-process.

Organizational drivers are the highest level of measure in a business process and are strongly linked to the strategic goals of an organization.  If the key drivers of an organization are achieved, the organization can be considered to have achieved its overall goal set for that period.  Organizational goals are usually defined for a three to five year time frame.  Organizational drivers are usually business level metrics, such as financial and performance measures.  They can be customer, market, product, and/or supplier related, and form the backbone of any business effort to improve customer, operational, and financial performance.

There should only be about five goals at maximum.  The measurement system is established to measure the progress of the strategic goals, and thus the strategic goals are referred to as the Big Y and are considered outputs in operational processes.  These organizational drivers are linked to the downstream key metrics of processes.

Metrics are process and operational level measurements of the efficiency and effectiveness of processes.  Operation level metrics are measurements that relate to the efficiency or effectiveness of cost, performance, time, and much more.  They provide inputs to constantly gauge the effectiveness and efficiency of process improvement efforts.  Efficient processes help an organization meet the three to five year strategic goals.  Gauging the organization and its processes is dependent on the selection and use of these metrics.  Operational and process level metrics are considered to be the ‘X’s and inputs for organizational drivers or the Big Y.  Metrics are tactical in nature, measured often, and are easily impacted.  Organizations can achieve the Big Y by monitoring and controlling these Xs.

A balanced scorecard (BSC) is a strategic performance management framework for measuring the impact of strategic decisions across all organizational drivers of an organization.  BSCs provide a wider perspective on strategic decisions by measuring the impact on key business drivers, such as finance, customer requirements, internal processes, innovation, and growth perspectives.  The BSC is intended to overcome the limitations of traditional performance measurement tools.  Managers can use it to track the activities of their direct reports and monitor the impacts of their actions.  In the decision making levels, a BSC is utilized as a tool that facilitates strategic decision making and provides insight into future performances.

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Describe Six Sigma

Six Sigma is a process improvement approach that seeks to enhance quality and efficiency by eliminating the causes of defects and variation in a process.  Sigma represents standard deviation and is used by statisticians to measure process variation.  The Six Sigma approach is customer focused and aims at achieving increased bottom-line profitability.  The goal is zero defects.   Six Sigma is driven by a complete grasp of customer requirements, data-driven decision making, and statistical analysis to promote the improvement of business processes.

Standard deviation is a statistical measure of variation from the mean in a distribution or set of data.

Defects per million opportunities (DPMO) is the average number of defects across a million opportunities for a defect to appear.

A defect is a product, service, or parameter that fails to meet customer requirements.  A Six Sigma quality performance indicates that less than 3.4 DPMO are present.

Process variation occurs whenever a process or set of processes delivers variable output.

Sigma levels provide a measure of the performance level of a process.

Six Sigma provides a means of handling declining product prices in the market to allow an organization to compete with the top companies in business.  A common performance goal for the entire company helps to target the desire for zero defects.  Six Sigma helps the organization achieve increased profitability and quality improvement rates, keeping it ahead of its competitors.  Companies seeking to achieve Six Sigma see reduced scrap-related costs, improved yield, and increased customer satisfaction.

Work is a process that requires inputs to produce outputs and asserts that variations in the quality of the output can be reduced by controlling the inputs.  The process is one that can be defined, measured, analyzed, improved, and thus controlled.  If output = Y and input =X, the process is expressed as Y=f(X).

The primary goal of Six Sigma is to implement a measurement based strategy in an organization that concentrates on process improvement and reducing variation.  Other goals include:

  • Reducing the number of defects to improve the quality of a product or service
  • Achieving customer satisfaction and ensuring customer expectations are met
  • Reducing cycle time to enable the faster delivery of products
  • Improve efficiency and effectiveness of the organization to raise profitability

Six Sigma is a combination of the best elements of various quality improvement methodologies and is a rigorous statistical-driven approach to performance improvement.  The term was coined by Bill Smith, an engineer at Motorola.

  • Uniformity System –Introduced by Eli Whitney in 1798.  Created necessity for measuring dimensions and evolved into specifications
  • Moving Assembly Line – Introduced by Henry Ford in 1913.  Highlighted importance of maintaining a regular supply of parts that fit to ensure that the production assembly line would not be forced to slow down or stop.  Led to the sampling method, replacing 100% inspection.
  • Control Charts –  Introduced by Walter Shewhart in 1924 and signaled the age of statistical quality control
  • Quality Movement – Pioneered by the Japanese in 1945.  Uses data to quantify variation and integration of quality across all levels of an organization.
  • Customer Centric Products –Focuses on eliminating defects and reducing cycle-time to result in the production of high-quality, efficient, and customer-centric products.
  • Zero Defects Concept –Introduced by Philip Crosby in 1980.  Perfection in a product, process, or service is attainable.
  • Quality Standards – Introduced by the International Organization for Standardization (ISO) in 1987.  Global quality standard, leading to uniformity in quality practices across countries.
  • Six Sigma – Motorola won the first Malcom Baldridge National Quality award in 1987, confirming that its metric-based, customer-centric quality approach worked and leading to the present Six Sigma methodology.

A process is a set of structured activities or tasks that produce a specific output or product that meets customer specifications or requirements.  A process may lead to a sequence of interrelated processes where the culmination of one process is the beginning of another.  Process inputs can be data, services, or materials that a process converts into outputs.  The recipient of a process input is the process itself.  Components, dimensions, and process settings can be considered process inputs for the organization itself.

If the process is developed per Six Sigma goals, process inputs are referred to by the term ‘X’, and are the focus of attention due to their vitality in meeting customer specifications.  Process inputs are referred to as Key Performance Input Variables (KPIVs) or the independent variables, causes, problems, or metrics, which can be controlled.

A process output is the material, service, or data that results from the operation of a process.  The recipient of a process is usually the customer or client.  In some processes, the output is then used as the input for the next stage of the process or for a different process.  A process can result in more than one output.  If the process is developed per the goals of Six Sigma, then the process output (referred to as ‘Y’) is a good measure of customer requirements.  Customer requirements are met by the process consistently delivering on the output metric.  Process outputs are also referred to as Key Performance Output Variables (KPOVs) or the dependent variables, effects, symptoms, or metrics which will be monitored.

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Reputation

A professional and effective leader needs to develop strong business relationships with supportive colleagues.  A network of professionals can help expand a leader’s sphere of influence and enhance the ability to make a meaningful contribution within an organization or industry.

Credibility is the perception of trustworthiness.  To be credible, one must be honest and dependable, as well as willing and able to follow through on commitments.  A credible leader is perceived as a trusted source of information and expertise, possessed of the skills and knowledge needed to be successful in the role.

An internal network is a personal support system within the company, comprised of relationships with other individuals that allow access to information, resources, and tools.  An internal network may involve department peers, seasoned managers, colleagues and employees with different skill sets and expertise, as well as veteran employees with knowledge of the corporate structure.

It is important to build strategic relationships with the hierarchy of management in a company by communicating accomplishments, increasing visibility, and sharing information about the team’s progress.  This can enable a leader to serve as an internal advocate for the accomplishments of the team.

Building a positive reputation within the company helps with positioning oneself as a leader.

Example:

  • Lead by positive example
  • Behave like a leader, recognizing the influence you have on others to present a professional demeanor in appearance and behavior.
  • Be prompt and punctual, and do not take inappropriately long breaks or make a habit of leaving early.
  • Be honest about frustrations and setbacks but do not vent at the workplace or make inappropriate complaints about the company or higher-ups
  • Assume all comments and correspondence are public and recorded and do not say anything you would not want repeated to the whole company
  • Encourage optimism in your fellow employees.  Acknowledge concerns, but provide encouragement.

Credibility:

  • Establish trust
  • Be approachable, with a positive attitude and cheerful willingness to assist
  • Advise colleagues of location during the workday, and ensure your schedule is available.
  • Establish rapport via providing support and encouragement.  Get to know the people on your team and in your organization.
  • Make decisions in a timely manner and respond to requests and questions promptly.
  • Be a helpful resource

Network:

  • Try to be included at meetings and be a visible presence in the department and company as appropriate
  • Attend company gatherings and interdepartmental meetings as appropriate.  Introduce yourself.
  • Identify those who can offer good advice and counsel as well as help you navigate corporate structure.  Ask pertinent questions to broaden your knowledge about other departments and teams.
  • Identify helpful colleagues in other departments and reach out to those peers in a friendly, professional manner.
  • Establish a good working relationship with key decision makers in the department.
  • Ask pertinent questions.  Take an interest in what is happening in the company overall.

Visibility:

  • Take advantage of opportunities to shine.
  • Participate in company events
  • Share good news regarding business matters, such as positive feedback from a customer
  • Make it clear to management that you are interested in learning and growing as a professional.  Advertise your strengths and capabilities and offer yourself as an internal resource.  Be willing to do more, learn more, and offer more.

Social capital is the goodwill one creates internally within the company/team/department and with external groups like customers and vendors.  It has value for developing connections and networks.  Building social capital is done by investing in relationship with others, providing assistance, pitching in, and being an integral part of the corporate community.  Social capital is expended by asking for favors, advice, resources, or other efforts.

Workplace results are the measurable effects of labor, such as the contributions made to the success of the team, department, or company.  Some are easily measurable, such as sales figures, while others are more difficult, such as improved customer relationships.

It is important to build a store of good will within an organization to expand your sphere of influence and gain supportive colleagues that are invested in your success.

Honesty:

  • Be professional at all times
  • Tell the truth
  • Do not gossip at work
  • Speak in a polite and decent manner, avoiding profanity and anything else that will reflect badly upon you

Results:

  • Follow through on promises
  • Only make commitment that can be delivered.  It is better to promise less and deliver more.
  • Maintain standards of excellence in all areas

Knowledge:

  • Share your expertise and knowledge
  • Don’t hide your talents
  • Look for ways to expand your sphere of influence

Participation:

  • Build social capital
  • Volunteer
  • Introduce yourself
  • Serve on committees and help out on special projects
  • Don’t wait to be asked, offer
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Solving Problems

A leader is looked at to solve problems.  Others look to leaders for guidance, advice, and direction.  Putting practical strategies to use on the job can help get a leader into the habit of coming up with multiple solutions to problems.  Developing as a leader involves developing skills as a problem solver.

Leadership that is solutions-oriented emphasizes the practical ability to get things done.  Mediating solutions to conflicts or disagreements, finding or acquiring resources, and innovating solutions are just a few of the ways a leader can solve business problems.   An effective leader is recognized by others as a consistent source of solutions to problems.

Mediating:

  • Accommodating – agreeing to demands or giving in to complaints.  Effective when the strong feelings are all in agreement and the situation doesn’t matter to the rest of those in the team.  Not appropriate when buckling to pressure from a few vocal people or when it does not fairly represent the company’s needs.
  • Avoiding – Ignoring the conflict or complaint.  Only appropriate when dealing with someone that has a history of chronic, unsubstantiated complaints and it is necessary to minimize their disruptive influence.  This is never a long-term solution.
  • Cooperation – Helping two people in conflict work together to broker a solution that is acceptable to both parties and meets the company’s needs.  It may involve compromise on both parts, or involve a discussion of the pros and cons of each suggested solution.  It is most effective when there is data that supports one solution over another.
  • Controlling – Listening to both sides and dictating the terms of the solution.  This is most effective when the issues are non-negotiable or based on rules and policies.  Not appropriate for complex interpersonal issues and not generally an effective long term strategy.  Works best as a short term solution during a crisis.
  • Innovating – Resolving conflict creatively by creating new rules or new ways of working together.  It must be employed in a manner that does not violate company policy or create a precedent unacceptable to other leaders in the company.

Resolving problems is part of the role of a leader.

Solutions:

  • Research similar problems and look to the past for previously successful solutions.  Learn from previous successes and mistakes.  Obtain information from those who have worked with similar projects.
  • Instead of saying ‘no’, be willing to offer another suggestion or another option.  When pointing out an obstacle, point out a way to remove the obstacle.
  • Solicit input from others by asking for advice and keeping an open mind
  • Share information about positive results.

Persuasion:

  • Advocate for your ideas by persuading others to adopt your point of view or implement your suggestions.
  • Communicate your vision for success.  Link your ideas for improvement to corporate or department objectives and present supportive data.
  • Demonstrate how your idea can streamline processes, save money, improve quality, leverage available resources, or help the company reach objectives.
  • Share details of your plan so others can see how easy it is to implement your suggestions

Conflict:

  • Act as a third party that can function as a peacemaker or mediator
  • Remain neutral, keeping a good relationship with everyone involved
  • Help others to focus on the work rather than on assigning blame
  • Reach out to networks of experience for direction and advice for handling the issue, without breaching confidence
  • Make suggestions for a resolution or compromise, if appropriate to your job role.

Response:

  • Make decisions in a timely manner
  • Respond to requests and questions as quickly as possible to demonstrate reliability
  • Demonstrate your passion and commitment to work.  Be enthusiastic.

Collaboration:

  • Make yourself useful
  • Respond to requests for extra help or answers in a helpful and positive manner.  If you don’t know the answer, find it or someone who does know.
  • Invest yourself in your team and get involved with the work that is being done
  • Be willing to do the annoying or pesky tasks nobody else wants to do

Investment:

  • Be an authority on your job role, your team’s work, your company, and your industry
  • Develop specialized knowledge and expertise to set you apart from the herd.
  • Get training or education to become an expert in your job role
  • Attend company sponsored seminars and informational sessions
  • Keep up with industry publications and informational websites
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