Six Sigma Methodology is very precise, and those who have completed Six Sigma Training are aware of the attention to detail and the analysis that is included in the process. Taking the time to develop a sound data plan to measure the process during that stage of DMAIC is essential to efficiently and properly collecting and measuring information to begin developing a solution to the quality improvement project at hand. There are important steps in this process that need to be considered so that the data is collected properly and all the important areas are covered.

Before you can begin building a data plan, you need to have a clearly defined objective and goals for the overall Six Sigma process. Then, you should take the time to work with the team to develop and understand what you want to achieve with the data plan that will impact those goals and objectives. It’s also essential to make sure that the accuracy, stability, and reproduction capabilities of the data collection are where they need to be. After you have taken the time to utilize your Six Sigma Training to complete these tasks, you can then move on to data collection and follow-through or execution of the actual improvement process based on your findings.

Your data plan has many different elements. The goals and objectives, however, are crucial to any Six Sigma Process, and need to be set out in writing. You should have information about the project that is being taken on, the data that is required for that project, the means of collecting that data, how it will affect the improvement process, and how the data will be used once it has been collected. Having this set out ahead of time will allow you to have a more structured plan in place. With Six Sigma Training, it is taught that attention to detail and full accuracy is essential for success. This is true in the measuring and data collecting processes as well.

Within determining these details for your data plan, the Six Sigma Methodology also allows for you to make further detailed assessments of your goals, including the scope of the data that is being collected. For example, how much will be taken, where will it be taken from, and the use of past, present, and/or future data is essential to note. Being in complete understanding and agreement with a sound data plan will always improve the results that are achieved.

Once the plan has been well defined and prepared, it is time to move on to the actual collection of data. In collecting that data, it is essential to the success of Six Sigma Projects that the information is accurate, reliable, repeatable (if necessary), and stable. Otherwise, the results that you end up with could be less than desirable in the long run. If you take the time to ensure these elements are included, the end result will likely be much more successful, given that it had proven and concrete information to depend upon.

The data plan that is built according to Six Sigma Methodology needs to be complete, detailed, and then properly executed. It’s essential that data is collected consistently and accurately at all times, so that the right adjustments can be made to the process that is being improved upon. Telling team members which data to collect versus actually explaining to them the purpose, means, and importance of collecting data can make a big difference. When the team better understands the scope and intentions of the data that they are collecting, they will be more able and willing to do whatever it takes to get the exact information that is needed.

When data collection begins in any Six Sigma Projects, it is important for the Black Belt or team leader to be there for the first few steps of the process. That oversight will allow the Six Sigma Process to continue on without a hitch, because the leader will have the proper levels of Six Sigma Training to understand exactly what is needed down to the very smallest detail. This will also keep people from taking shortcuts and ensure that they’re well informed of the process so that the results remain consistent.

Whenever a group of people are working on a single task, Six Sigma Training will tell you that consistency is the number one priority. If you give three people the same sheet to collect the same information without specifications or guidelines you could easily wind up with three different sets of information. However, when you employ Six Sigma Methodology and principles to explain the exact parameters for collecting and measuring data, you will see much more accuracy and consistency within the team that is doing the collection.