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Struggling to Learn

One of the challenges of teaching and consulting is resisting the temptation to give people the answers. Honestly, I like giving people the answers. It feels genuinely helpful, and it provides a nice ego boost.

But according to this article on Time’s “Time Ideas” site by Anne Murphy Paul titled “Why Floundering is Good,” that isn’t the best way to teach.

In fact, it can hinder learning.

The key point is summarized at the end:

… we need to “design [teaching] for productive failure” by building it into the learning process. Kapur has identified three conditions that promote this kind of beneficial struggle. First, choose problems to work on that “challenge but do not frustrate.” Second, provide learners with opportunities to explain and elaborate on what they’re doing. Third, give learners the chance to compare and contrast good and bad solutions to the problems.

Right now we are (hopefully) in the midst of a paradigm shift in how lean practitioners and teachers go about what we do.

Traditionally, a lot of us have simply given people the answers, or at least strong suggestions. Given the time constraints and overly ambitious targets of a typical 5 day event, that is understandable.

But now we are starting to see these events as skill building, which means learning, which means the teams need time to muddle through.

I have been structuring my approach quite differently for about a year now. I’ll be the first to admit that I, too, am figuring it out, reinforcing what works well, altering what needs to work better. These days I am far more comfortable letting things move through this struggle in order to set up deeper understanding once the light does come on.

The trick is to let them fail small, and not let them fail big. The problem has to have a solution that is within reach, or they will only come away frustrated.

Thus, teaching is becoming a matter of judging the knowledge and skill threshold and making sure they don’t take on too much at once. That is part of respect for people.

One problem at a time. Single factor experiments.

A great deal of the power in the “Coaching Kata” is turning out to be the question “Which *one* [obstacle] are you addressing now?” as it rules out working on everything at once.

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Scrap Bin Kaizen

If you are in a production operation, be it a factory or even administration, take a look in your scrap bins (or trash cans). What you find there can be very informative.

Is all scrap treated the same? In a lot of metal working operations, I see routine drop scrap mixed in with scrapped parts and products – things that were not intended to end up there.

If that is the case, what does it tell you about the attitude around scrapping a part? Is it routine, just part of getting the job done, like drop scrap?

If you find a scrapped part, can you find the defect or flaw that caused it to be unusable? How much work (and cost) was added after that defect was created? All of that is additional cost that added no value.

Was it painted? Partly assembled? Did it go through a bottleneck operation and consume capacity of the entire factory?

What about your trash cans or recycle bins in the office?

Do you see signs of frequent paper jams in printers and copiers? These events suck time away, and more than just the time to clear them. They cause a mental shifting of thought pattern away from the productive work that takes additional time to recover.

Here are a couple of thoughts.

Separate the routine drop scrap from bad parts that were supposed to be good parts. If you sacrifice parts to adjust in changeovers, separate those out into their own category.

Each of these is a different line of inquiry starting with the question “Why?”

Consider taking your bad parts from the last 24 hours and bringing them to a central location (or a location in the department). Conduct a “morning market” and get to the bottom of at least a couple of the root causes. You don’t have to solve all of them at once, just pick one and drive it to ground. Then another.

Scrap is not simply a material and time waste. It is a reflection of how well you really understand your processes.

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Toyota Kata at lean.org

Mike Rother sent out an email today pointing out that the Lean Enterprise Institute’s web site now has a Toyota Kata page.

I believe this is a significant event for the lean community as a whole, as well as for the LEI.

As many of my regular readers know, I have maintained the view that the LEI had not kept up with the current state of knowledge about what makes “lean” work.

Back to Basics

An Open Letter to John Shook

When the LEI published Kaizen Express in 2009, I wrote a review that addressed this topic. The review had two parts. One part about the book itself, and the other about the context of the community’s knowledge at the time.

I think it is a great book, for 1991.

But this is 2009. So while Kaizen Express is a welcome refresher of the mechanics, those mechanics are, according to the current standing theory, built upon a foundation of something that Kaizen Express, and for that matter, the LEI has not, to date, addressed. What is missing, in my view, is how the tools and practices outlined in Kaizen Express and its predecessors actually drive daily continuous improvement that engages every team member in the process. [bolding added for emphasis here]

When Toyota Kata was published, I believe it closed that gap for the community at large. But I felt a bit of irony that while Mike Rother had co-authored the LEI’s flagship workbook Learning to See, Toyota Kata was not only outside the LEI’s community at the time, it was hardly acknowledged to exist.

The purpose of this post is to acknowledge that a significant step has been taken: For the first time in many years, the LEI is embracing material that they did not originally publish.

From my perspective, this looks like a turning point away from the path of irrelevance.

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Failure as Success

A great insight from a client today.

The target condition at this point is simply to establish some degree of transparency of the current condition on a status board without having to resort to probing questions to elicit what is working, and what is not.

The observation was:

“We’ll know we are succeeding when we see a failure.”

In other words, “no problem is a big problem” but I think this says it just as well.

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Make a Rule / Keep a Rule

I was driving home today and saw a construction sign on the sidewalk. It read: “Sidewalk Closed, Use Other Side.” Ahead was a section of the sidewalk which was, indeed, closed off and impassible.

By the time a pedestrian encounters this sign, he is well into the middle of a long block.

The sign is at least implying that the pedestrian should cross the street in the middle of the block to get around the construction. The alternatives are:

  • Ignore the sign, and walk on the street around the torn up sidewalk.
  • Backtrack to a legal crosswalk, and cross the street where it is legal to do so.

This situation is actually fairly common in a lot of companies. There is a rule “Don’t cross the street in the middle of the block.” Then there is an expectation that is incompatible with following the rule.

  • “Be careful, but hurry.”
  • “Stop and fix problems, but don’t lose production.”
  • Stop for quality, but make the numbers.”
  • Get 90 minutes of work done in an hour.

The team member has the same alternatives as above – ignore the expectation, or ignore the rule.

This is a slightly higher level than Hirano’s observation that “the words ‘just for now’ are the origin of all waste.” Here we are putting the team member in an untenable situation because there is no action available that is clearly OK.

Take a look at the rules you have. Take a look at the actual behaviors. Remember that what people actually do is generally what they sincerely believe you expect of them.

If it is impossible to follow a rule, consider why the rule exists.

The words “Do the best you can.” are a warning that you are in this kind of situation.

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Changing Routines

This video by Charles Duhigg is promoting his book The Power of Habit . I haven’t read the book but there is a lot of study that draws the same basic model.

A habit is based on an urge to do something that triggers a reward (dopamine shot) in your brain. Every time it happens, the connection between the action and the reward gets stronger.

The urge itself is usually triggered by some outside condition or stimulus.

Take a look at the video, and then the flowchart beneath it (click on the flowchart for the full size version), then we will discuss what this has to do with lean thinking.

How to Break Habits

Here is the flowchart – click for the full size version:

 

Why this is important to lean practitioners:

When we talk about “change” we are talking about replacing one set of habitual responses with a different set of responses. Thus, it is important to understand that simply applying willpower is not enough for anyone (no matter how well intentioned) to change their fundamental behaviors.

As you may recall, I am a big fan of the book Switch by Chip and Dan Heath. One of their key points is “Build Habits” and they discuss linking the desired response to a specific trigger.

What we have to keep in mind is that the old responses also have triggers, and many of those triggers are subtle and below the level of awareness.

Duhigg’s model is replacing one habit that does not get the results you want with a different habit that does get the results you want.

The less dramatic this change, the better. That is why it is critical to “find the bright spots” (also from Switch), and even if they are not working perfectly, to structure your future state behaviors around them. For that matter, if you can find even a hint of the behavior you want, it is far easier to shape existing actions than to try to tell people they are “doing it wrong” and getting them to pick up something else.

One of the elements of Deming’s model of “profound knowledge” is “knowledge of psychology.” Take a look at these tools and see if they help you be a more effective change agent.

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Learning vs Teaching

Coincidently my experience this week ties in nicely to the last post.

I have a couple of teams working to develop pull systems through their respective work areas.

The conventional approach (I suppose) is a lot of PowerPoint about kanban, some exercises, developing a future state value stream map, then devising an implementation plan.

An alternative approach is to have a small group of experts design the system.

Most of the time this results in a fairly arduous process of wringing out the issues once the system goes live. If the team isn’t prepared for that, it is likely the system will come apart as people bypass it out of necessity to get the work done.

What I am watching this week is more organic.

First, we covered a few fundamentals about flow and pull signals in a simple demonstration of “build and push” vs. one-piece-flow with a visual limiter on work-in-process inventory. They saw the throughput, productivity, stability, visibility all increase while lead time dropped by an order of magnitude. That took about an hour.

The team then set up a tabletop simulation of their existing work flow, and exercised it a few times to confirm that it is a fair representation of the way things actually work today. In doing so, they gain more understanding of the current condition because they have to replicate it.

They then set out to make their far more complex real-world situation work more like what they saw in the demonstration. To help them get started, they were given some suggestions about a few things to try, and some basic principles and rules.

Some of that advice included restricting changes to a single factor at a time, and predicting what would happen, then trying it. If you find yourself speculating, or discussing alternative speculations, try it and see.

Two days into it, the teams have full-blown multi-loop kanban working, and are devising experiments to learn how the system responds to things like machines going down, unpredicted shifts in product mix, and other things they normally need to respond to.

They are exploring not only the mechanics and the rules, but the dynamics of the process in operation. They are learning what “normal” looks like in the face of abnormal conditions. They are testing the boundaries – where and when does it break, and what does “broken” look like vs. something that will recover on its own.

They are figuring out how to make it more robust, without making it cumbersome or too complicated.

They are gaining confidence and a deep understanding by iterating through ever more complex scenarios.

The people doing this are the ones who will be working IN the system in the future. We are seeing who emerges as thought leaders.

What they have right now – mid week – is a crystal clear view of their target condition, and they are very confident that they can make it work in their real world. Are there unknown issues? Sure. There always are. Translating this to the real world will involve more cycles of iteration. Only now they know exactly how to do those iterations because they have practiced dozens of times already.

This is actually less about kanban than it is about learning how to gain knowledge about something previously unknown.

It is pretty cool to watch, and a lot more fun (for everyone) than just implementing a process designed by someone else. Even the skeptics get drawn in when people are working hands-on to try to make something work.

Oh – and I’m really glad this process works because that saves me from having to know the answers.

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Learning vs. Knowing (or not)

PC once again left a provocative post in the Lean Thinker’s Community, and gave us a link to this Tim Harford TED talk that drives home the point that learning and improvement is more about rapidly discovering things that don’t work than about designing things that do.

Trial and Error

Tom Wujec makes the same point in the Marshmallow Challenge. In that video, Tom talks about how 5 year old kids out perform most adult groups in a problem solving / learning game. While the adults engage in a single cycle of “know-build-fail” the kids engage in multiple cycles of “try-fail-learn-try again.” In the improvement world, we call this process PDCA.

Harford’s key point is that learning only happens through a process of trial of large numbers of ideas, followed by the selection and further trials on the best ones.

Hmmm… that sounds a lot like the 3P process of “Seven Ideas” as well as “Set Based Design.”

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Don’t Outrun Your Headlights

I am finding good resonance with my management training sessions. Rather than doing an overview of the “tools of lean” I go in depth into the fundamental things that the leaders need to

  1. Learn to do, and do.
  2. Ensure are done.

in order to build this on a solid foundation.

But “resonance” seems to mean “in a hurry to get to the good stuff” and a temptation to skip some of the foundational work.

We need to start off in learning mode, working to build a foundation of stability and consistent execution.

Without consistent execution, all of the great plans are nothing but ideas. The first hoshin to work on is establishing a stable process of daily improvement. Once you have that, your improvement management process becomes an exercise in priorities and direction setting.

Without consistent execution, your improvement plan is application of brute force against the momentum of business as usual.

That isn’t “resistance to change” at work. It is “we barely have time to survive down here, so we’ll get to your improvements when we have time.”

You have to create that headroom first. Honestly, it is mostly about instilling confidence, both in themselves, and in you. They have to believe they can carry out the plan. They have to trust you to be consistent with your purpose and not cut their legs out by asking them to change course in the middle.

All of this takes practice. With the right kind of practice comes teambuilding. (That shouldn’t be a separate activity.)

Step by step. You can move quickly, but only if you embrace “smooth is fast.”

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Toyota Kata Seminar, Day3

The key points addressed today (Day 3) at the Toyota Kata seminar were:

  • The PDCA cycle – small experiments that the “learner” develops to advance toward the target condition.
  • The coaching cycle (or kata) – an introduction to the role of the coach, and how coaching is structured in practice.
  • A fairly brief discussion on the current experience with the implementation path for an organization.

Roles

Even though the book and course material are quite explicit, a couple of people in the room weren’t readily grasping this until today.

Who Is Being Coached?

In the Kata model, the first level of “learner” is the first line leader who has direct responsibility for the process, and the people who work in it.

On a production floor, this would be the area supervisor.

The core material of the course is how to plan and execute continuous improvement in your work group. This is called the “Improvement Kata”

The “Coaching Kata” is covered and demonstrated (quite well), but it is not the prime topic this week.

Who is doing the coaching?

The coach is nominally the direct supervisor of the person being coached.

To learn how to coach, one must first learn the game. Thus, no matter your role in the organization chart, you come to this seminar gain awareness of the role of your first line leaders.

Then you go home and practice the role some more. Once you have lived in their shoes, then you can turn around and expect them to do the same.

What is absolutely critical to understand here is that this is not a “kaizen event” model. This is a daily improvement model. The coaching cycle happens for a few minutes every day between front line supervisor and the immediate manager. It is a process for developing better supervisors. It cannot (or at least should not) be delegated.

Here is the crucial difference: In many kaizen events, the specialist staff workshop leader is the one directing the actions of the team. The area supervisor may be a member of the team, but she is often not the one actually guiding the effort. In this model, there is no “learner” because there is no deliberate process to improve the problem solving and leadership skills of the supervisor.

If the course has a weak point it is that we “learners” are organized in a way that LOOKS more like a traditional kaizen team, which shifts the instructor / coach more into a role that LOOKS like that of the traditional kaizen workshop leader. Thus, it is easy for a participant to slip into a well-engrained mindset about kaizen events. We have all “practiced” the kaizen event pattern many times. The “kata” pattern is new.

This is the nature of the instructor coaching a group of “learners” rather than the 1:1 that is designed to happen in reality.

So, advice if you decide to attend: Be explicitly conscious that the structural limitations of the course, and deliberately work to overcome them in your mindset. This will help you grasp the material that you are there to learn.

That being said, I have a very explicit picture now of how I want shop floor supervisors to behave and lead. I have a pretty good idea of how to help them get there.

I’ve got an early flight, more later.