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Lean Six Sigma methodology is grounded on the voice of the customer. The Define phase collects and assesses information concerning the customer perspective and uses it to focus the project activities.
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Quick reference
Voice of the Customer
Lean Six Sigma methodology is grounded on the voice of the customer. The Define Phase collects and assesses information concerning the customer perspective and uses it to focus the project activities.
When to use
Voice of the Customer is collected and analyzed during the Define phase.
Instructions
An important best practice in improvement methodologies is to have a customer focus. The Voice of the Customer (VOC) is used to collect the customer’s perspective on desired process performance.
There are two categories of customers, external and internal. External customers are individuals or organizations that are not part of the organization performing the process; but procure or use a portion of the process results. External customers can be indirectly involved with the process results – such as government agencies or regulatory bodies with oversight in the areas of the process output. Internal customers are individuals or departments that are part of the organization performing the process and use all or a portion of the results. Internal customers can include the individuals performing the process activities.
Customer needs can be collected with several different techniques. Many Lean Six Sigma teams will use a combination of techniques. Which technique to use will depend upon the unique business context and process characteristics.
- Surveys: Surveys are a designed set of questions that are sent out to existing customers.
- Interviews: Interviews are one-on-one meetings with existing customers.
- Focus Group: A group of existing customers are called together to discuss a specific topic.
- Suggestions: Client/Customer/Employee feedback to improve the process.
- Observations: Observe the process steps to provide feedback on the process.
The Taguchi Loss Function is a method to mathematically calculate the impact of missing the customer’s need. The equation assumes there is an ideal target value which I will call “m.” This equation also has a constant, called “k,” which is the value of the business loss when the attribute being measured is out of the allowable customer tolerance. The equation is then:
Loss = k (y – m)2
Where y is the actual value of the attribute being measured.
The result is a parabola that is centered on the “m” value. The Taguchi loss is zero when the attribute is precisely on target. When it starts to deviate the Taguchi loss increases until the attribute is at the specification tolerance limit when the loss value has reached the full business loss value.
Hints & tips
- The only way to be sure you have the Voice of the Customer is to communicate with them. Beware of someone in the organization acting as their spokesperson. Often the information is skewed by their biases.
- Use multiple information-gathering techniques. Different techniques will reach different customers and all of them are important.
- The Taguchi loss value is not an “auditable” business loss until it reaches the spec limit. However, the Taguchi loss represents costs such as inspection, rework, and other oversight costs that become necessary when the process performance has a wide variation.
- 00:04 Hi, I'm Ray Sheen.
- 00:06 We've already discussed that one of the best practices for
- 00:09 process improvement is customer focus.
- 00:11 Let's take a look now at the voice of the customer.
- 00:15 I'll start by clarifying who is a customer.
- 00:18 Customers are the people or organizations which receive all or
- 00:22 a portion of the process outputs.
- 00:25 We often segment customers into external and internal customers.
- 00:29 External customers are those who purchase or use the process results and
- 00:33 are not a member of your internal organization or company.
- 00:37 They are external to the management control of your operation.
- 00:41 For example, the customer service call center process has external customers,
- 00:47 those individuals calling in for service.
- 00:49 Internal customers are those who use all or a portion of the process output, but
- 00:54 they are members of your company or organization.
- 00:58 Normally, they're taking the results of your process and further modifying or
- 01:02 using it in order to ultimately get to a customer facing process.
- 01:06 An example would be the new hire on onboarding process.
- 01:10 The internal customer is the new hire and once they have been successfully
- 01:15 onboarded they can begin to work in other business processes.
- 01:19 It's rather common for a process to have both internal and external customers.
- 01:24 So for instance, your organization's payroll process has internal customers,
- 01:29 who are the employees receiving paychecks, and
- 01:32 external customers, who are organizations like the bank processing the checks or
- 01:37 government processing the payroll taxes.
- 01:40 Customer needs can be categorized into elements of value.
- 01:43 These include cost to the customer, delivery to the customer,
- 01:47 the functional performance of the product or service that is used by the customer.
- 01:52 The degree of quality in the product or service,
- 01:56 the relationship between the customer and the supplier, and
- 02:00 the value the customer perceives in being affiliated with the brand or the product.
- 02:06 So how do you gather the voice of the customer?
- 02:09 You communicate with them.
- 02:11 Remember, this is an existing process, so
- 02:14 we can easily find out who is using the process results.
- 02:18 There are many techniques for communicating.
- 02:20 Let's look at a few.
- 02:22 Surveys are a designed set of questions that are sent to your existing and
- 02:26 prospective customers.
- 02:28 It's relatively low cost, but normally has a low return rate.
- 02:33 Interviews are a great way of getting in-depth, one-on-one communication.
- 02:37 The interviewer can ask follow-up questions for clarification and
- 02:40 understanding.
- 02:41 But this can be expensive and
- 02:43 time-consuming depending upon the number and location of customers.
- 02:48 Focus groups can provide almost as much in depth information as interviews and
- 02:53 can reach more customers, but these are more difficult to set up and schedule.
- 02:58 Don't overlook the obvious communication path,
- 03:01 which is suggestions from current customers.
- 03:04 They will often provide both formal and informal suggestions,
- 03:08 provided there is a venue or forum where they can engage.
- 03:11 Finally, there is direct observation of the customer using the product or
- 03:15 service or watching how they interact with the process or step in the process.
- 03:20 While this is usually not verbal communication,
- 03:23 there is often a great deal of feedback available just watching.
- 03:27 Generally speaking,
- 03:28 this technique works best with internal customers rather than external customers.
- 03:33 It's easier to work out the logistics.
- 03:36 An interesting perspective on the voice of the customer is the Taguchi loss function.
- 03:42 Traditionally, we would say that parts or
- 03:45 processes are good if they're within spec and bad if it's out of spec.
- 03:49 There is no inherent value difference between items that are within spec.
- 03:53 Dr. Taguchi's approach is different, he said the ideal value is
- 03:57 achieved when the attribute is precisely on its target value.
- 04:01 And therefore, there were losses to the overall system whenever the product or
- 04:06 process started to deviate from that target value,
- 04:10 even if it was only a little bit.
- 04:12 In fact, the closer the deviation came to being at
- 04:15 the edges of the allowable spec limits, the greater the loss in value.
- 04:20 One of the reasons for this is that if a part or process is right at the ragged
- 04:25 edge of the limits, it must be constantly monitored to fix or
- 04:29 scrap those instances where it is out of limits.
- 04:32 Uncertainty requires additional management to monitor that uncertainty and
- 04:37 make decisions.
- 04:39 As shown in the diagram,
- 04:40 the further the actual value is from the ideal target, the greater the loss.
- 04:45 The formula for this is a parabolic curve.
- 04:48 The formula is normally denominated in monetary units such as dollars.
- 04:53 As the variance, that's the difference between the actual value and
- 04:58 the target, increases the loss begins to climb quickly.
- 05:02 The loss function is a way to illustrate importance of variation and
- 05:07 its impact on acceptable performance.
- 05:10 As we have stated before, all processes have some inherent level of variation.
- 05:15 As you can see by the graph on the left, if the variation is very low,
- 05:19 the loss represented by the area of the distribution under the Taguchi line,
- 05:23 is very small.
- 05:24 When the variation is high variation but still within spec as shown in the center
- 05:29 graph, there's a significant amount of the distribution function that is under
- 05:34 the Taguchi line and representing loss to the system.
- 05:37 If the variation is so large that the product or process is occasionally out of
- 05:42 tolerance, as we see on the right graph, the actual loss based on the Taguchi
- 05:47 line is representing nearly half of the distribution.
- 05:50 This illustrates that the greater the normal variation,
- 05:53 the greater the loss to the system.
- 05:55 These system losses may not be product scrap.
- 05:58 They may be extra inspection, rework, and
- 06:01 monitoring costs to ensure that the product is not out of spec.
- 06:05 Reducing the process variation brings the process under control, and
- 06:10 that leads to lower costs throughout the system.
- 06:14 This is one of the fundamental principles behind the Six Sigma methodology and
- 06:19 the desire to dramatically reduce process variation.
- 06:23 Lean Six Sigma doesn't care how you communicate with your customers, so
- 06:27 use a combination of the techniques.
- 06:29 The important point is that you interact and communicate so
- 06:35 that you know what the customer needs from their viewpoint and
- 06:40 you don't assume that you understand it.
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