More Information and More Training Does Not Necessarily Mean Better Performance

I was browsing Edward Tufte’s website the other day and stumbled upon a one-paragraph post in which he described being brought in to consult with a large pharmaceutical company to help clarify and simplify their drug labeling and supporting information. His complaint was that he couldn’t make much progress because of the conflict between regulatory and business requirements.

He didn’t provide details but I think I know what he meant. We have experience working with pharma companies and have run into a similar roadblock. Everyone might want to do something but either the fear of fines/penalties (and the associated bad press) or the reluctance to endure the soul-crushing approval process required for any change keeps them from doing it…it just isn’t worth it. The regulations want to cover every possible outcome…the result is that all risks are treated equally — the most remote risk has to be addressed as fully as more likely risks. The result is that companies avoid rocking the boat wherever possible.

For example, let’s say you have a part of a process that you think could work better. Maybe you even occasionally have problems with it. Everyone might believe the right thing to do is to make a change to the process. But that would be very difficult. Of course you would need to actually figure out the change and document it and train the employees…that is a given. But in a regulated industry, you will probably also have to re-validate the process, which is time-consuming and costly…you really don’t want to do it if you don’t absolutely have to.

The result is that it is almost always easier (and preferred by management) to not change the process. Instead, you change the procedures and train the employees more. The first and most common fix to any problem becomes information and training.

The bad news is that creates a snowball effect…everyone has to be retrained, sure, but also those additional materials have to be kept current. Every time there is a correction, there is more information and training to update. Over time, that adds up to a lot of resource and cost but with little return in value.

The fix isn’t to learn to be more efficient at making information and training revisions (though, that never hurts). And it isn’t to sneak process changes in somehow so they don’t require re-validation (if that’s even possible). The real fix is a different model for regulation and rule-making. I don’t know what it would look like or if it’s even possible (or would even be welcomed in the industry). But the mountain of constraints creates an environment where performance is limited, not by capability, but by risk avoidance.

For an interesting talk on how this same principle plays out in our legal system, check out Philip Howard’s talk on www.ted.org “Four Ways to Fix a Broken Legal System.”

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Excellent Service

I recently had a problem with my computer. A client I was working with said it was a D620 error. I didn’t get it at first but then realized my computer is a Dell Latitude D620. Apparently, this model has had a problem or two…my client’s company actually exchanged a bunch of them when they first came out due to problems.

My company doesn’t have that kind of leverage with Dell though and the computer was three years old when I started having the problem. In fact, I had a three-year warranty and the problem started about a month before the warranty expired. (Of course, I was too busy to deal with it until after the warranty expired but that’s my own fault…)

I was prepared for the worst…which, in this case, would be hours of troubleshooting, some new parts, some frustration trying to get the fix to work, followed eventually by the purchase of a new laptop. But, for once, that is NOT what happened.

Instead, I got a first-hand look at how Dell does service and it was impressive. Dell’s reputation can be spotty, depending on who you talk to. But they are clearly putting a focus on customer satisfaction and service.

First, I tried to chat with a service support person and right after I typed the problem symptoms and the steps I had taken to correct the problem into the chat window, the chat was ended. “I knew it…they couldn’t solve it so the ‘hung up’ on me!” I wasn’t happy but was smart enough to copy my information so I wouldn’t have to re-type it.

Figuring I would try again, I re-logged in but during the process, my phone rang. Picking up I found it was the service support rep I had been chatting with! How about that!

She did some troubleshooting on line and then had me run some diagnostics and called back to check the results. Bad news…I needed some new parts. The motherboard for one thing. (Which sounded like a big deal.)

After looking at some alternatives, she offered sell me an extended warranty which would cover on-site service/installation of the new parts and a year of accident protection for less than half the price of the motherboard (which was not the only part). My suspicions were raised “what’s the catch?” but I went for it.

Long story short…the support rep called to confirm the parts were shipped. A dispatcher called to let me know a tech would be calling me the next morning for an appointment. The next morning the service tech called to schedule a time. In the afternoon, he came to my office and installed about four separate parts (completely dis-assembling the laptop and re-assembling it in about 30 minutes). And, so far, everything works!

What was so great about that service? First of all, the results. If it didn’t work, nothing else would matter. If you are going to provide any service you have to be competent.

Secondly, the response time. I first gave up my superstitious troubleshooting methods (“maybe if I jiggle this cable while touching the monitor…”) and went online for help on a Wednesday morning. The parts were shipped that night. The tech had them the next morning and was in my office on Thursday afternoon.

Third, the value. This all cost a little more than $200! (Plus, if I drop my computer before next March, I can get it fixed again…) This is a three-year old laptop running Windows XP! But, since we have been in business (2002) we have purchased all our IT equipment from Dell (OK, not cellphones or printers). Based on this experience, we will continue to. The value to Dell is customer loyalty.

Fourth, the communication. This one is almost cliche. Communicate your commitments and then meet them. Explain the process to the customer so they know what is going to happen next. Confirm that the customer is satisfied before moving on to the next task. Fundamental customer service is not hard to learn…but it is still not easy to implement.

This level of service is actually a little bit inspiring. I found myself looking at my own business and asking “how would our service be perceived?” Are we adequate? Are we excellent? Where should we make improvements? I made some notes.

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Simplify

Was working today on a decision tool to help sales people sort out a complicated series of customer and technical requirements and limitations in order to determine an appropriate sales recommendation along with potential risks/costs for pricing and potential future “upsell” opportunities. There is a granular batch of information and, depending on the customer’s current situation, certain things would be factors influencing the decisions but none led you directly to a solution. Rather, it is more like each piece of information added a little weight to the balance and you probably wouldn’t know which way the balance will finally swing until the end of the decision process. And, even when you know the decision, there would be a bunch of  “qualifiers” to be addressed. “You could do ‘A,’ but then you would also have to do ‘B.’ Or, you could do ‘C’ but then you would be limited later…If you still do ‘A’ include extra costs for…”

I was reminded of how difficult but important it is to produce a clean, straightforward result. For one thing, salespeople are notoriously impatient. They don’t like complex “if-then” strings that go on forever. So, if you want people to use the tool, it has to be intuitive and pretty quick to generate an answer. The other issue is context. When will they use this tool? Sitting with the customer? Taking a tour of the customers’ facilities? At their desk after the visit? Or even just as part of their preparation? These factors all influence the tool structure, format, and platform (that is, how it is delivered).

One thing that affects ease of use is a clear structure. Can someone tell where the information they are looking for would be? Format matters here too — on each screen, you really need to know where to look, you need to be able to anticipate what you will find on the next screen when you click a link. And, with all the details, we needed to make it clear what information was important and what only might be useful in some situations.

Building the initial version, the team found ourselves jumping back and forth from the overview level (to make sure it works in the performance setting) to very specific details (to make sure it is correct). Essentially, we were zooming back and forth between concept definition and partial prototyping until we found a structure that would work. Fun and frustrating to facilitate (and probably frustrating to participate!). This type of work is really better done individually but that wasn’t an option in this case.

Ultimately, the key is to find the important factors driving a given decision. Often, your first impression is that there are a large number of things to think about but usually, after a closer look, you can find one or two things that merit the lion’s share of the attention.

If you start feeling resistance from technical experts implying that “it’s not that easy” but nobody can find an error, you are getting pretty close. Experts tend to prefer focusing on the “non-standard” while practitioners prefer getting the rules that work reasonably well in most situations. Effective design of tools and information for end users has to find the balance in that tension.

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How Long Does it Take to Become an Expert?

The answer is simple — 10,000 hours, or about 10 years. In his book, “This is Your Brain on Music,” Daniel Levitin summarized the  results of a study by Anders Ericsson (Florida State). Ericsson researched a number of types of experts, from chess players to musicians. His team defined “expert” as someone who has achieved a high degree of accomplishment relative to other people. That means the designation is somewhat subjective and has a social element. (Maybe it also means that you have to outlast some of your competitors!)

We did the math and figure that it is roughly equivalent to 3 hours a day for 10 years. What does that mean? For one thing, companies that move people from one position to another every two years may be developing experts in the organization and the industry but not at performing a specific role or task. It is interesting to note that jobs requiring a high level of individual performance (such as doctors, attorneys, airline pilots) have practitioners that remain in their roles longer than the average corporate manager. And, in these roles, more complex tasks are carefully limited to people with more time on the job.

Another question that immediately came to mind was “what if you work on it six hours a day for five years…can you get to expert more quickly?”

Of course, as a performance improvement expert (I can say that, by the way…I have been doing this work since 1984) my real first thought was “I bet we could beat that.” And we probably could. Much of what we do is observe and capture mastery performance and then distill that expertise into process, tools, and information. We sometimes even find shortcuts.

Still, if we needed heart surgery, we would pick the ten year veteran over the one-year novice with even if they have a really good job aid. Why?

Maybe because the longer timeframe allows more reflection. Why did something work better? What could we have done differently? We build our training programs to include exercises and even simulations so that learners apply what they learn in as realistic a situation as possible in a training setting. Sometimes, we even prescribe on-the-job practice and assessment. All of this compresses some of the experience learners would otherwise pick up slowly over the years. But it isn’t entirely equivalent.

There is neurological research that shows expertise depends on well-developed neural paths. Meaning that if you do something frequently and reflect on it, you will develop more expertise…you will sort of wear paths into your brain. But it takes time.

Organizationally, the ten year cycle can create a problem if you need to retain these experts. They get expensive after ten years of raises and accumulated vacation. Their market value increases. The smart thing to do is identify where you really need them and then make sure you leverage that know-how. Capture as much of their expertise as possible in reference materials and tools. Engage them in developing the next generation of experts. Respect their contributions. Plan for succession.

Often people who have been in a role a long time aren’t really valued for their expertise…they can be taken for granted as an old-timer whose advancement peaked. But maybe they decided to focus. Maybe they enjoy what they are doing. In this period of cost-cutting and outsourcing, it can be too easy to lose track of why people work…it may not be only about the money.

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The End of the Newsletter

Well, we are getting ready to publish our next and last newsletter “Building Capability.” We’ve been publishing the newsletter since we started the business and it’s been both fun and informative (well, we like to think so anyway…).

But it has been difficult to publish consistently — when you get busy, you need to hit the client’s deadlines first. And much of the time creating the newsletter is spent on wordsmithing to fit the available space…not exactly high value add.

On top of that, the world has been changing. More and more communications are shifting to bite-size. Smaller, more frequent communications fit the more busy daily schedules of many professionals today. In fact, we often thought that our newsletter, built for printing, reading on a plane, leaving on a table in a library or breakroom, etc., might be attractive to people who get tired of reading from a computer screen.

But, printing isn’t “green” and publishing every quarter isn’t frequent enough (assumimg we could keep up with that schedule). So, we’re going to try the new communication model, try some new media (like digital video occasionally), and go for short, focussed email “blasts.”

Of course, now that it is working again, we will continue to post on our blog as well. We’re not planning a Facebook site though…maybe in a few years…

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Why Performance Tests are Better Than Knowledge Tests

What is a performance test?

A performance test is esssentially a checklist of key performance characteristics that define the criteria for successful performance. The checklist is used during observation of performance (or to review the result or output of performance) to assess whether the performance is acceptable. Performance tests can be used as a “gate” to determine whether performers are ready to “go solo” or simply as a way to verify capability (e.g., in a training course).

By contrast, a knowledge test attempts to assess the learner’s retention and recall of information or, occasionally, the application of rules.
 

 

Why I like performance tests.

Performance tests have several advantages over knowledge tests.

1. A performance test measures the right things. 

Assuming that your focus is on performance, a performance test is going to tell you what you should want to know. Specifically, it will tell you what people can do overall, and at a more granular level. It doesn’t tell you the learner “knows” the rules of the road…it tells you the learner can follow the rules of the road, steer and stop the car appropriately, use lanes correctly, follow traffic signals and signs, monitor other drivers’ movements, or any other criteria built into the test. As a benefit, it also tells you if they know the rules of the road based on whether or not they follow the rules in the course of performance!

2. A performance tests defines the work and the criteria for performance.

This is not trivial. In almost every case where we have developed performance tests (including work environments where there are detailed SOPs for every task) we have created new knowledge. That is, we have identified or clarified tasks or techniques or sequences that were missing or incorrect in existing documentation. Usually, the criteria for performance we define at the task level has not been previously documented. (In many cases, employees had figured these things out but they had not been communicated or standardized.) This is valuable to the business.

Clarifying performance requirements usually also simplifies the performance. It takes some of the mystique out of ”mastery” but makes it easier for all performers to perform effectively.
 

3. Performance tests connect training to performance.

The actual performance test instrument, as mentioned earlier, is typically a description of the work down to the task level. It includes criteria for successful performance that are as clear and objective as possible–instrument must be able to yield consistent results when used by multiple evaluators. In many cases, the performance test is used as a job aid by learners and a training by coaches and supervisors (in addition to being used for assessment).

4. If the performance test is done well, it is a more accurate test of capability than a knowledge test.

Actually performing almost always requires more than simple recall of information or even application of rules. It requires putting everything together in a real situation. That includes information, use of tools/resources, situational factors, and even “noise” in the environment. Performance often happens in “real time” where knowledge tests are usually off-line (or “stop time”). For example, knowing traffic laws (the “written test”) is not a good test for whether a teenager can actually drive, that is, can actually navigate through traffic and make good decisions in the moment. 

5. You don’t have to hide the answers.

A performance test, including the key performance criteria, can be published to anyone. With a performance test, just because you know what is expected doesn’t mean you can do it. So there is no need to hide or randomize the questions and answers. (This is why it can be used by learners as a job aid.)
 

6. (There is the potential to) get work done during the testing process.

In a business situation, the performance test can often be administered by a “master performer” (who has been trained/qualified to administer performance tests). So while the learner is being tested, he or she is actually doing real work. It may be at a slower rate and may require an additional resource (i.e., the master performer) to evaluate it more closely than normal, it is still resulting in output. And, you would hope that someone would be checking the work of any new (or unqualified) performer anyway so it is not an incremental increase in resource.

7. Managing learner expectations for “going solo.”

Instead of the learner “watching and learning” with the master performer for an undetermined period of time, a specific gate is identified and the learner, master performer, and supervisor will have a clear point in time for when the learner is ready to solo.

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Paper vs. Electronic

Originally posted on November 15, 2007 by Pete
One of the toughest decisions is whether to use paper or electronic tools for running meetings, managing to-do’s, even taking notes. Paper wins for speed, flexibility, and the ability to look at more of it at once…you can spread it out.

Post-Its

Electronic wins though for portability…and who doesn’t want to eliminate paper?

In general, we use paper for facilitating group work sessions because that is the only way to keep up. Using a computer to enter data creates a drag on the entire process, no matter how fluent the operator is. And it is next to impossible to facilitate the group if you have to look at the screen and think about your typing. And, by papering the walls, you have a visual point of reference to point to during the discussion as needed (as well as edit to incorporate later ideas).

PostItPhoto

For managing to-do’s, it is trickier. There are lots of good task management programs and, by using the computer (e.g., Outlook, Vitalist, etc.) you avoid having to re-write the same items when you cross off most of them but still have a few left. And you can sort by due date, by project, by context (e.g., calls, errands, office, internet, etc.). And, many of the programs work on your cellphone as well as your computer, so you have the information available at pretty much all times.

The most subtle challenge may be in creating output. I have gotten fairly fluent with the mainstream Microsoft Office Suite but somehow it is hard to create the first version of something using the computer. When I need to move quickly, handwriting the original and then having someone enter the data works the best…even if I have to tweak every page.

Probably the root question is organization. When creating output, you need to be able to capture and massage ideas as they are generated…which is not always the final sequence. Paper allows you to jump around, easily go back and make changes, get the gist of the content documented without bogging down to fix minor cosmetic details.

Finally, I had a client mention something I had never thought of…that the handwriten flipchart pages are more pleasant to look at! (Most of the production staff who have had the task of transcribing the data would probably disagree!) But maybe they are easier to look at than a computer or projector screen. Maybe the use of diagrams or multiple colors used make it easier to read/consume the information.

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What I Don’t Like About GTD

Originalily posted on November 1st, 2007 by Pete | Edit

Well actually, GTD is great. (GTD is a personal productivity system by David Allen…sort of like time management for the internet age.) I bought the book on CD and have listened to it multiple times. (Partly because one hearing was not enough–it is hard to grasp this kind of information by listening–but also because the information was useful.) I have implemented a bunch of the ideas.

But the very first listen flagged a problem for me and it still nags at me. The presumption is that we really can’t control how we spend our time (or, in GTD parlance, the actions we perform). Again, the system works pretty well because capturing everything makes it all visible and then you can “intuitively” make a decision “in the moment” about what you will actually work on. But it seems like this approach still puts you at the mercy of demands and requirements that you can’t control. Which, in many ways, is real. But that is the crux of why people want time management systems in the first place. So they can get out from under outside demands that cause stress and take you away from getting your goals met.

Ultimately, the danger of deciding “in the moment” and “renegotiating commitments” when we can’t meet them is that deadlines get missed. When you don’t plan ALL the steps you need to take to get you to the finish line, you are building in guaranteed future slippage. If everyone is overbooked and only worries about the next action, the entire organization will eventually grind to a halt when they look up at the deadline and only have half the actions completed.

In the end, the only options still end up with us needing to either do things faster or to do fewer things. The key is not to continuously renegotiate commitments (like an endless chain of continuances in a court case) but to make them more carefully in the first place. Ultimately, it means the job of leadership is to provide focus and to exclude unproductive activity so that the time and energy can be applied to meeting the organization’s goals. This is difficult. It is risky. But it is vitally important work that only leadership can do.

Disclaimer: David Allen does talk about project planning and commitment management. I’m pretty sure his focus on the next action is really a strategy to get people to stop talking about things and start doing them. We’ve all been in (usually large) companies where meetings are endless discussion of big picture ideas with little specific next steps to move things forward.

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The “Real World” isn’t Simple

Originally posted on April 18th, 2007 by Pete | Edit

One of the biggest complaints we often hear when we design a modular curriculum is that it is too complex.

First of all, every job I have analyzed is pretty complex so why wouldn’t a comprehensive curriculum to capture and distribute that know-how be complex also?

But PLEASE!! Listen to conversations between people who perform the jobs, especially the best performers. If you are uninitiated, you will hear an incomprehensible barrage of jargon, minutae, exceptions, esoteric rules, and assumed understanding of advanced technical concepts. Nothing wrong with that…in fact, you would hope that, after doing a job for a long time in “the big leagues” (i.e., large corporation) you would be an advanced professional. The question is, why ask people doing the training job to keep everything in layman’s terms? Even worse, in terms everyone can relate to from grade school?

The bottom line is that, when you analyze a job, you find that practitioners have a great deal of know-how. When you pile it up in one place, it looks overwhelming. But, they didn’t learn it like that any more than a company learns how to make transmissions or medicines or control systems in one month. That know-how is accumulated over time. But, if you were to try to start a competitive organization in a mature industry today, you need to identify and collect as much of that know-how right away. It would be an immense task so you wouldn’t try to do it in one or two months.

An effective strategy for building capability (e.g., curriculum, knowledge management system, competency system, etc.) has to deal with the complexity that is there in the “real world.” Technology always changes. People have widely varying natural capabilities and interests and backgrounds. Capability can be conveyed to an individual through formal training, on-the-job coaching, unguided experience (i.e., trial and error), by reading, and through tools (like references). That ends up being a large number of decisions so it does get complex. Unless you have a process for working through those decisions, it is easy to get lost and frustrated and, then, to decide that ”it should be easier.” Maybe it would be nice if it was, but it isn’t. 

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Does Pressure Improve Performance?

Originally posted on October 12th, 2007 by Pete | Edit

It is much easier to do something well when nobody is bugging you…isn’t it? Look at Rex Grossman, Bears (sometime) quarterback. Every mistake he makes is analyzed in the media until I would have to imagine he can’t do anything without second-guessing himself. If you watch other teams play, it turns out their quarterbacks throw interceptions and fumble occasionally as well.

On the other hand, if there is no oversight and no competition, it often creates an environment that performs horribly. The stereotype is the government office or monopoly business where you wait in interminable lines only to be told when you get to the window that you need a different form and to go wait in a different line.

Somewhere in the middle is probably the “sweet spot” for being both productive and supportive. This is really the challenge of line management. Too much competition and pressure leads to backstabbing, stealing credit for ideas, hoarding ideas, playing politics, and a host of things that make work a stressful nightmare for many.

But if every mistake is excused and management takes the blame for every problem (we didn’t provide good enough instructions, we didn’t plan well enough, they didn’t have access to the right information, responsibilities are unclear, etc.) performance degrades to the lowest common denominator.

Performance technology has a lot to say about pressure and performance.

For one thing, to perform effectively (which is the main point, true?) employees need to know what is expected, how it will be measured, and what will happen to them if they don’t meet or exceed expectations.

Another, the performers need access to the right environmental supports. The right tools. The information they need. Work processes that make sense.

And, the performers need to be capable of performing. They need to have the skills and knowledge they need to perform the tasks they are asked to execute.

If management can see that the above has been met, it seems fair for them to demand results. But they need to be within some subjective range of what is acceptable in the culture. In some workplaces, management can get in employees’ faces and in others that would be harassment. (I’m not advocating getting in people’s faces by the way.) But the culture is where fuzzy lines are drawn about how much pressure is enough and how much is too much. Some raises the bar. Too much frustrates and antagonizes employees.

At a call center we once worked with, there were hourly sales promotions where agents would push specific products and services and management would keep score. The highest-selling agents received points and prizes–very immediate feedback. But also an hourly re-set…if you did poorly in the morning, you still had a chance to win in the afternoon.

In a financial services business, security traders and trade processors have daily deadlines for completing trades and sending payment, etc. Failure to meet the deadline could result in fines to the business. Also, a high-pressure work setting. They normally get it done. Pressure, in this setting, results in performance.

Ultimately, it seems that pressure is a necessary evil. Creative and knowledge workers often lament deadlines and insufficient cycle time that “keep us from doing really do good work.” But, some of the best solutions we’ve come up with have been because we needed to…we had a deadline and, as a result, we were focussed, we eliminated distracting ideas quickly, and we found the shortest path. If you are a manager, ask yourself, are you applying the right amount of pressure in your organization to ensure performance?

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