Currently browsing the Customer focus Category

Eliminate the Waste of Waiting in Line with Queuing Theory

One thing that frustrates me is how managers fail to adopt proven strategies for decades. One very obvious example is using queuing theory to setup lines.

Yes it may be even better to adopt strategies to eliminate as much waiting in line as possible, but if there is still waiting in line occurring and you are not having one queue served by multiple representatives shame on you and your company.

Related: Customer Focus and Internet Travel SearchYouTube Uses Multivariate Experiment To Improve Sign-ups 15%Making Life Difficult for Customers

Be Thankful for Customer That Are Complaining, They Haven’t Given Up All Hope

I ran across this message and liked it (by wuqi256):

My time spent in a fast food chain (factory worker on weekends and security guard at night, yes really thanks to them, i have great jobs like that) when i was young trying to feed the family and study at the same time was quite useful.

They taught me that “Customers who complain are the best customers, it shows that they have still residual faith and goodwill in the organisation hence we should sift out those frivolous complains from those genuine ones that need our urgent attention” These are people who we can and should do a lot for as a complaining customer still has a very high chance of becoming a “returning” customer.

The customers that we fear for the most are those that either have voiced out or not heard or those who have given up and moved on to another organisation. Those we can no longer do much for as they no longer give us a chance. Discontentment is one thing but find the root cause, remove the straw from the cauldron and the water will stop boiling.

I know I often don’t bother voicing my concerns when I have given up all hope the organization has any interest in customer service. Sadly this is a fairly common situation.

It isn’t easy to do, organizations that are customer focused need but taking advantage of those customers helping you by expressing the frustration (that many of your customers experience, but don’t express). To do so organizations need to develop a culture where everyone is encouraged to improve your processes. The tricky part is not claiming that is what you want, but actually creating and maintaining the systems that bring that about.

Related: The Problem is Likely Not the Person Pointing Out The ProblemCustomer Service is ImportantCustomers Get Dissed and Tell

The Impact of Leadership on Business Outcomes

photo of Joe Folkman

Joe Folkman

Guest post by Joe Folkman

Have you ever been part of an organization where things were proceeding smoothly, where goals were achieved, people were busy and the organization was doing well? Then, a new leader came and everything suddenly changed for the better. The energy level of employees went up substantially, pride in the organization increased, the effort and dedication of individuals jumped, bold objectives were enthusiastically accepted and even greater results were achieved. The differences were not only measurable by the accountants, but everyone could feel it.

Perhaps you had the opposite experience where things were things were going along smoothly and a new leader was introduced and things quickly began to fall apart. High performers quit, conflicts became more apparent, work seemed much less important and there was no fun. Colleagues skulked into corners, not wanting to be engaged. Overall satisfaction decreased. Grousing and carping criticism of the leaders became rampant. People receiving promotions were chosen because of politics, not performance. Management decisions felt arbitrary and unfair. Results began to slide, and employees became the cause of the problems as much as the economy or market conditions. Key employees were laid off while the remaining people were asked to carry a bigger load. Results continued to decline, and your job felt increasingly harder and you found yourself beginning to think about quitting.

Those who have experienced great leadership or poor leadership have felt the difference. Could these changes have been predicted? Are there clear correlations between the effectiveness of a leader and the success of an organization?

Case Study on the Impact of Leadership on Customer Satisfaction
A large telecommunication company was focused on an effort to improve customer satisfaction ratings. The company wanted to know which factors impacted the customer satisfaction. A group of 81 leaders received 360 feedback from their immediate managers, peers, direct reports and others. The leadership effectiveness of each manager was evaluated by a 49 item assessment. Based on the overall rating from the 49 items, managers were divided into five groups, from leaders at the bottom 10th percentile (the worst leaders) to those at the top 10% (the best leaders).

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Rude Behavior Costs Companies

Approximately one-third of consumers surveyed reported they’re treated rudely by an employee on an average of once a month and that these and other episodes of uncivil worker behavior make them less likely to patronize those businesses.

Customers rarely report such behavior to employee supervisors, and management systems are so poor they don’t deal with this problem (good systems will – Trader Joe’s or Crutchfield, for example) ensuring a relentless cycle of poor employee behavior that leaves consumers angry and frustrated and saps businesses of customer loyalty, return business and profits, according to researchers from the University of Southern California and Georgetown University. Having tried many times to report failures in their systems to organizations I can say I am either treated with we have no way to accept your feedback or obvious disinterest.

Even, long after Brian Joiner told me he stopped wasting his time for most companies as they obviously had no interest in improving systems to avoid customer hardship I keep banging my head against a wall. It is very rarely that I don’t get complete disinterest. About the best is “you are so right, this is a problem I have to deal with all the time, I have told ‘them’ about the problem but nothing ever happens, I’ll pass on your comment.” It is no surprise people don’t bother to point out problems.

A majority of the respondents went home and told friends and family members about the incident (and connected customers often speak out online to large audiences about bad customer service). Managers are unable to address the issue with employees if the managers don’t have a grasp on what is going on at the gemba. The study found that witnessing employee incivility makes customers angry. Customers are less likely to repurchase from the firm and express less interest in learning about the firm’s new services. For managers who are made aware of the offending behavior, their own harsh treatment of the employee can also prompt negative reactions from consumers.

Related: Customer Service is ImportantUnited Breaks GuitarsFlaws in Understanding Psychology Lead to Flawed Management

“Regardless of the perpetrator or the reason, witnessing incivility scalds customer relationships and depletes the bottom line,” report the co-authors, Georgetown University Assistant Professor of Management Christine Porath and USC Professors of Business Administration and Marketing Debbie MacInnis and Valerie S. Folkes.

The best response is a simple apology, which researchers found was a just and proper response from both the employee and the supervisor. Of course, you should also address any other issue the customer has. Once you mistreat people they often are much more sensitive to things that they would have accepted otherwise. So I believe you would be wise to apologize and ask if there is anything you can help them with. Leave them with a positive, rather than just apologizing for the negative. It would be best to avoid the problems in the first place. Training programs that foster employee civility in order to prevent harmful outbursts may well be wise.

From the abstract of the paper:
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Steve Jobs Discussing Customer Focus at NeXT

Video from 1991 when Steve Jobs was at NeXT. Even with the customer focus however, NeXT failed. But this does show the difficulty in how to truly apply customer focus. You have to be creative. You have examine data. You have to really understand how your customers use your products or services (go to the gemba). You have to speculate about the future. The video is also great evidence of providing insight to all employees of the current thinking of executives.

Related: Sometimes Micro-managing Works (Jobs)Delighting CustomersWhat Job Does Your Product Do?

When Companies Can Treat You Like an ATM, Many Will Do So

The End of Refrigeration

One small custom chip, some relays, a transformer, a couple of heat sinks, and a bunch of passive parts. Maybe a build cost of $20-30 or so? But GE’s price to me was $250, plus $150 for the 20 minutes it took to pull out the old one and swap in the new one.

Paying $400 for a big piece of physical gear plus a couple hours of labor didn’t bother me. Paying $400 for a primitive circuit board and a few minutes to plug it in does.

Bottom line: $400 because a $2.02 Song Chuan 832 Series 30 A SPDT 12 VDC Through Hole General Purpose Heavy Duty Power Relay burned out.

This is a combination of companies 1) not being customer focused, 2) short term thinking, 3) very ologopolistic markets (very little competition). So when you are looking at this from the view of providing the best system, for in this case refrigeration, it is not a very difficult solution. You would want to minimize loss (have parts last) and in case they don’t minimize replacement cost. You would design the entire system so the parts that do burn out are easily replaceable and cheap and ideally notify you which part is broken (without the need for expensive contractor visits).

However, if your goal is to maximize company profit it is easy to see how you would develop a system that rips off the customer (very expensive part replacement, huge text messaging fees…) and attempts to capitalize on very little competition in the marketplace and customers that cannot reasonable analyze the system to see how they will be penalized by choosing your very expensive to maintain equipment. It is what they seem to teach in business school – take as much advantage of your customers as you can get away with. I prefer the Jeff Bezos school of thinking

There are two kinds of companies, those that work to try to charge more and those that work to charge less

It is a vastly different mentality to try to charge customers less as Amazon does (rather than say the practices of: Verizon, Bank of America, AT&T or Comcast). Your organization has to focused not on your quarterly profit (and if you are think kind of company, probably your personal bonus targets) but in serving your customers well, and in continually improve the value you provide to customers. And the company takes a share of the value just as all other stakeholders do (customer, employees [not just those in the c-suite)], suppliers, society…). Not only do I want to be a customer of this kind of company, I want to be a stockholder.

Related: Drug Prices in the USAWorse Hotel Service the More You PayCustomer Service is Important$8,000 per gallon printer inknew deadly diseases (often companies rely on bad “intellectual property” policies to restrict customer options)

Sometimes Micro-managing Works

Sometimes micro-managing works. That doesn’t mean it is a good strategy to replicate. If you benchmark Apple you might decide that you should have a tyrannical obsessive involved CEO who is directly involved in every detail of products and services. After all Apple is now the second most valuable company in the world with a market capitalization of $324 billion (Exxon Mobil is the top at $433 billion) and a huge part of that is Steve Jobs.

Nice quote from How to beat Apple

Apple products & services that Apple does well are the ones that Steve Jobs uses

An interesting point, and really it doesn’t matter if it is completely true it illustrates a point that Steve Jobs is the rare leader that helps by being completely involved in nearly every detail. And at the same time he provides strategic leadership rivaled by very few others. But if you try to benchmark this (simplistically – as most benchmarking is done) you will fail. This works with Steve Jobs and maybe a handful of other people alive today. But with most leaders and organizations it would fail completely.

On another point Jason Kottke makes, I would normally suggest the opposite approach:

Openness and secrecy. Competitors should take a page from Apple’s playbook here and be open about stuff that will give you a competitive advantage and shut the hell up about everything else. Open is not always better.

I think you may well be better off doing the opposite and countering Apple’s secrecy with openness. It would depend on your organization, but, I think you might be better off trying to exploit Apple’s weakness instead of trying to do what they do well. Now things are never this simple but on a cursory level I think that is where I would look.

Google now has a market cap of $171 billion, Apple is almost double that – just 3 years ago Apple first exceeded Google’s value.

Related: Leadership is the act of making others effective in achieving an aimThe CEO is Only One PersonJeff Bezos Spends a Week Working in Amazon’s Kentucky Distribution CenterRespect for PeopleDee Hock on Hiring

Innovation in Thinking and the Web

Investing time and effort to attract “the right kind” of contributors to a news site

He thought we needed to make the same shift with our users – instead of seeing having to engage with them digitally as a time-consuming and resource eating problem, we should be seeing our audience as an asset to the brand. Any online organisation that doesn’t include readers in the production chain is inherently inefficient.

I agree. And I think this is a good example of an organization needing to adapt to the changing environment. I thought about what I would do if I ran a news site and how I would try to take advantage of the possibilities to increase engagement using internet technology.

I do think if I was trying to increase engagement I would try to figure out how to highlight thoughtful commenters. I would probably try to look into something like the commenting system on Reddit (with Karma) and also the ability to follow commenters (like you can follow article contributers on Seeking Alpha). I would look at giving value back to good comments (maybe something like commentluv). I would definitely have a pages where you could view more comments by a commenter. I would try to set up categories and then list top commenters on local politics, local sports, health care… I would display in the order of popular comments (like Reddit) not just list in order made. There are lots of ideas I don’t see used (but I haven’t really thought about it until 5 minutes ago – maybe these are already widespread, or maybe I haven’t really though out why they wouldn’t work well).

I just remember a post here previously about a newspaper in Kansas that was taking some sensible actions, and seemed to get the value chain they were serving. I would also take a look at them if I were really going to do this for a news organization.

This blog has a failure miserable, engagement with readers. Hopefully I can work on improving that in the next year. My last post, Customer Focus and Internet Travel Search (is the effort of one of the 4 founders of Reddit).

Related: Joel Spolsky Webcast on Creating Social Web ResourcesJohn Hunter online (Reddit comments…)Delighting CustomersPrice Discrimination in the Internet Age

Customer Focus and Internet Travel Search

The internet should make finding airline flight information easy. Instead it is a huge pain. Hipmunk has taken on the challenge of doing this well, and I think they have done a great job. This video provides an excellent view of both web usability and customer focus. This is a great example of focusing on providing customer value and using technology to make things easy – which is done far to little at most companies.

Related: Innovation Example (Farecast – which seems to have been bought by Microsoft and broken)Making Life Difficult for CustomersConfusing Customer FocusJoel Spolsky Webcast on Creating Social Web ResourcesCEO Flight Attendant

Airport Security with Lean Management Principles

The ‘Israelification’ of airports: High security, little bother

We [Israel] said, ‘We’re not going to do this. You’re going to find a way that will take care of security without touching the efficiency of the airport.”

“The whole time, they are looking into your eyes — which is very embarrassing. But this is one of the ways they figure out if you are suspicious or not. It takes 20, 25 seconds,” said Sela. Lines are staggered. People are not allowed to bunch up into inviting targets for a bomber who has gotten this far.

Lean thinking: customer focus, value stream (don’t take actions that destroy the value stream to supposedly meet some other goal), respect for people [this is a much deeper concept than treat employees with respect], evidence based decision making (do what works – “look into your eyes”), invest in your people (Israel’s solution requires people that are good at their job and committed to doing a good job – frankly it requires engaged managers which is another thing missing from our system).

The USA solution if something suspicious is found in bag screening? Evacuate the entire airport terminal. Very poor design (it is hard to over-emphasis how poor this is). It will take time to design fixes into physical space, as it always does in lean thinking. It has been nearly 10 years. Where is the progress?

The Colbert Report Mon – Thurs 11:30pm / 10:30c
Tip/Wag – TSA, Bert & Dogs<a>
www.colbertnation.com
Colbert Report Full Episodes 2010 Election March to Keep Fear Alive
A screener at Ben-Gurion has a pair of better options. First, the screening area is surrounded by contoured, blast-proof glass that can contain the detonation of up to 100 kilos of plastic explosive. Only the few dozen people within the screening area need be removed, and only to a point a few metres away.

Second, all the screening areas contain ‘bomb boxes’. If a screener spots a suspect bag, he/she is trained to pick it up and place it in the box, which is blast proof. A bomb squad arrives shortly and wheels the box away for further investigation.

This is a very small simple example of how we can simply stop a problem that would cripple one of your airports,” Sela said.

Lean thinking: design the workspace to the task at hand. Obviously done in one place and not the other. Also it shows the thought behind designing solutions that do not destroy the value stream unlike the approach taken in the USA. And the better solution puts a design in place that gives primacy to safety: the supposed reason for all the effort.
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Technical Non-Support

A bit of fun from Dilbert. I have had the exact experience Dilbert does of tech support refusing to think about the actual symptoms of the problem and insisting on following some script and wasting my time – repeatedly. The second act takes on another time waster with a management tip from Dogbert: “Always postpone meetings with time wasting morons.” Dogbert hasn’t quite adopted the respect for people principle.

via: The final word on making meetings better

Related: Dilbert and DemingFinancial Planning Made EasyCEOs Plundering Corporate Coffersposts on meetings

Delighting Customers

If you have customers that see you as adequate you will keep customers based on inertia.

But you have several big problems awaiting you. Those trying to win your customers business only have to overcome inertia – which can be very low hurdle (saving a small bit of money, some minor additional feature). If your customers are delighted they won’t leave (by and large) without significant reasons to.

Also your attempts to increase price are very likely to lead to increased customer losses (than if customers are delighted). Delighted customers are willing to pay a premium which helps profits enormously (Apple has done this quite well).

Delighted customers will refer others to you – great free marketing.

Satisfied customers leave you very little leeway for error. If you cause satisfied customers some problem (which granted, hopefully you won’t but if you do) they are not likely to be forgiving. If they are delighted they may well stay even if you have a delay, provide less than stellar customer service for some request…

There are many ways to attempt to delight customers. One of the simplest powerful tools is to ask a very simple question: What Could we do Better?

Related: What Job Does Your Product Do?It Just WorksKano Model of customer satisfactioncustomer focus resources

Trust Your Staff to Make Decisions

The failure to give your organization the flexibility to serve customers is a big mistake. Many companies make this mistake. Often the basic problem is managers don’t trust that their systems to hire and develop people that will make good decisions. The solution to this problem is not to give your staff no authority. The solution is to manage your systems so that you can trust your people. This is not as easy to do as it is to say, I will grant that.

Southwest Airlines and Zappos are companies that do respect employees. And those employees then provide great service. But it isn’t a simple thing. To truly manage a system with respect for people isn’t as easy as just putting up some slogans. But if you want to provide good customer service this is one requirement. There are plenty of others: continual improvement, evidence based management, customer focus, systems thinking

These thoughts were prompted by a nice post, jetBlue Just Blew It

You see, when I booked my flight last night I used their online system (good) and made a mistake in booking the date for my return (bad). I’m going to Boston for the weekend and accidently booked by return flight a month later in August instead of the 4 days I was looking for.

Of course their site has a lot of bookings and almost no one makes an error like this. But any UI designer who looks at their site could see that it’s absolutly possible since the length of the trip is never revealed except for the flight dates. (I”m arguing that they could put in a little fading header that tells you how long your trip is for.) If’ I’d see anywhere that my trip was scheduled for 35 days I’d have immediately know there was an issue. (I could make a simple change to the jetBlue UI that would solve this problem for everyone within a day.)

Today when I looked at my emailed itinerary I immediately spotted the problem and went online to change my ticket. They have a $100 change fee which I paid thinking I’d give them a call and that surely they’d waive that. After all, it wasn’t a change I was asking for, it was the ticket I wanted in the first place. It was less than 24 hours and the flight wasn’t for a month.

But no.

In speaking to the customer service rep who ‘called’ a manager. I was informed that I had only a 4 hour window to make any changes and that after that, there was nothing anyone could do. You see, no one at jetBlue customer service has the ‘authority’ to refuse this fee. It was company policy that they couldn’t actually do anything.

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Southwest Not Delta or United

One of the posts highlighted in the last post was one example of how Southwest behaves. It wasn’t a one time thing. It was a common result of the system Southwest has in place where they treat customers like human beings that should be respected (as Southwest does with employees).

Then you have the typical horrible treatment the other airlines practice. Like this example where Delta damages this guys bike and refuses to accept responsibility. That is until they suffered a huge amount of additional ill will over such horrible treatment of James Lawrence, who is participating in 20 half iron mans to raise money to help provide systems to provide water for those in Africa in need of it.

Which is similar to when United broke the guitar of this guy, except United I guess figured more bad publicity really doesn’t matter given that it seems to basically be their business plan. On the bright side if you do a good job of complaining you can actually do well. But thousands of people (probably tens or hundreds of thousands) suffer the results of systems destine to provide horrible service.

Systems of people function in repeatably ways. Based on the horrible service airlines provide you can be almost certain their managers do not treat employees with respect. When organizations treat front line staff as costs that need to be minimized and as unthinking, untrustworthy problems they will almost certainly pass on the bad treatment to customers.

Related: Airline Managers Disrespect CustomersCustomers Get Dissed and TellRespect for Employees at Southwest AirlinesVery Bad Customer Service from Discover Card

Aligning Marketing Vision and Management

Why do so many companies market one thing and provide something else? I know it might be easier to sell something different than what you offer your customer today. But if you decide to market one vision, why don’t you change your organization to actually offer that?

I suspect this is substantially due to the outsourced nature of large marketing efforts. It makes sense to me that when you outsource your marketing message creation it isn’t tied to your management system and the two silos can pursue their own visions.

I would imagine marketers would claim they “partner” yada yada yada (and sometimes it actual seems to happen, but not often). As a consumer it sure looks to me like companies outsource marketing to ad agencies that come up with marketing plans that are not in harmony with the real company at all. I can understand putting a positive spin on things, but so much marketing is just completely at odds with how the company operates.

Treating a marketing message as something separate from management is a serious problem. When your marking message says one thing and your customers get something else that is a problem. I think the message is often based on what the executives wish the company was (and the outsourced marketers think it should be), but it isn’t the customer experience the management system provides.

If you believe the vision of your marketing then make sure your organization has embraced those principles. I think, often, companies would be wise to follow the vision their marketers came up with. But instead they tell customers to expect one thing and manage the organization to provide something else. I just don’t see how that is sensible.

Related: Marketing in a Lean CompanyPackaging ImprovementCustomer Service is ImportantConfusing Customer FocusIncredibly Bad Customer Service from Discover Card
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Worse Hotel Service the More You Pay

The more you pay for your hotel room the more likely they will charge to provide decent WiFi in your room. Whether a company tries to rip you off with exorbitant prices, or lousy service, is just a function of their lack of respect for customers. Obviously it is cheap to provide decent WiFi (as staying at numerous cheap hotels shows – nearly all offer WiFi completely free).

Most expensive hotels show they do not respect their customers. Some actually do rise to the level of a typical budget, and cheaper, hotels and motels so it isn’t all expensive hotels that fail to meet this low standard. The management of those hotels come from the same school of management thought that produces our bankers.

Jeff Bezos captures one difference between poor managers (prevalent in many spreadsheet focused managers) and lean manufacturing managers with the quote: “There are two kinds of companies, those that work to try to charge more and those that work to charge less.”

Thoughts on: Hotel WiFi Should Be a Right, Not a Luxury

Related: Making Life Difficult for CustomersVerizon Provides Lousy Service = Dog Bites ManIs Poor Service the Industry Standard?

Lean Inventories Do Not Excuse Failing to Deliver

Low inventory levels do not mean failing to have products available for customers. Now, if you manufacturing in huge batches and can’t respond to customer feedback then it might mean failure to predict customer demand does mean failure to deliver. But lean thinking has shown how to avoid this problem. People need to adopt lean manufacturing practices and gain the benefits of low inventory levels without the costs of failing to deliver what customers want.

Sorry Santa, We’re Out of Stock

The “it” gifts this year could swiftly vanish from store shelves, as retailers, with nightmares of Christmas 2008 markdowns dancing in their heads, have slashed inventories to some of the leanest levels in recent memory.

Retailers themselves are battle-scarred by last year’s fourth-quarter fiasco. Following the financial meltdown of September 2008 and amid the most severe economic crisis since The Great Depression, consumers retrenched.

That’s when stores hit the markdown panic button, slashing prices upwards of 75 percent. The result was the worst holiday selling season since 1970, according to The International Council of Shopping Centers.

But although leaner inventory levels should drive profit margin gains this holiday, “retailers might not have enough inventory to fully satisfy demand,” said Citigroup retail analyst Deborah Weinswig, in a research note. It is a risk they are willing to take.

“They would rather lose a sale than take the markdowns they had last year,” said Goldman Sachs analyst Adrianne Shapira.

The retailers need to design their systems with lean thinking in mind (not lean – as in cut expenses without thought). And they need to work with suppliers using lean manufacturing principles.

Related: Be Thankful for Lean ThinkingGuess What? Manufacturing in the USA is a Good IdeaTesco: Lean ProvisionZara Thrives by Ignoring Conventional WisdomOperational Excellencelean manufacturing articles

Credit Card Company Tries Providing Value

Most credit card issues seem to use business models based on tricking customers into paying high fees. PartnersFirst is focusing on providing value to customers. A Different Kind of Credit-Card Company

PartnersFirst is a different kind of credit-card company. Started in 2007 with funding from Western Alliance Bancorp (WAL), the fledgling firm has three key tenets: keep rates steady, eliminate fees, and rigorously evaluate the risk of potential customers. PartnersFirst mainly makes money from the interest it charges borrowers, whereas most credit-card companies also rake in huge fees. “I realized that there was an opportunity to give cardholders a square deal and still make a profit,”

Credit-card companies have made billions on affinity cards over the years – but regulators and lawmakers worry that consumers get raw deals. Critics say colleges put their financial interests ahead of those of their students, encouraging them to rack up high-cost debt. “Affinity cards started simply as a product that alumni associations could offer members, but alumni boards realized they could bargain for more cash up front,”

The companies involved in banking and credit cards in the USA have been hostile to customers for quite some time. I have been waiting for someone to decide to provide value to customers and take a fair profit. Hopefully PartnersFirst will continue this model, though I am suspicious, if they succeed they will be bought by another financial firm that is too-big-to-fail in order to once again restrict competition via their standard practice of buying any competitors instead of providing value to customers.

Related: How to protect yourself from your credit card companyDon’t Let the Credit Card Companies Play You for a FoolRetail Credit Card Fees Much Higher in the USA

YouTube Uses Multivariate Experiment To Improve Sign-ups 15%

Google does a great job of using statistical and engineering principles to improve. It is amazing how slow we are to adopt new ideas but because we are it provides big advantages to companies like Google that use concepts like design of experiments, experimenting quickly and often… while others don’t. Look Inside a 1,024 Recipe Multivariate Experiment

A few weeks ago, we ran one of the largest multivariate experiments ever: a 1,024 recipe experiment on 100% of our US-English homepage. Utilizing Google Website Optimizer, we made small changes to three sections on our homepage (see below), with the goal of increasing the number of people who signed up for an account. The results were impressive: the new page performed 15.7% better than the original, resulting in thousands more sign-ups and personalized views to the homepage every day.

While we could have hypothesized which elements result in greater conversions (for example, the color red is more eye-catching), multivariate testing reveals and proves the combinatorial impact of different configurations. Running tests like this also help guide our design process: instead of relying on our own ideas and intuition, you have a big part in steering us in the right direction. In fact, we plan on incorporating many of these elements in future evolutions of our homepage.

via: @hexawiseMy brother has created a software application to provide much better test coverage with far fewer tests using the same factorial designed experiments ideas my father worked with decades ago (and yet still far to few people use).

Related: Combinatorial Testing for SoftwareStatistics for ExperimentersGoogle’s Website Optimizer allows for multivariate testing of your website.Using Design of Experiments

Akio Toyoda’s Message Shows Real Leadership

Speech by Akio Toyoda

Since the birth of Toyota, the company’s philosophy has always been to “contribute to society.”

“Contributing to society” at Toyota means two things. First, it means, “to manufacture automobiles that meet the needs of society and enrich people’s lives.” And second, “to take root in the communities we serve by creating jobs, earning profits and paying taxes, thereby enriching the local economies where we operate.”

Toyota has overcome many challenges during its seven decades of business. What has made this possible is the way we make our cars under our “customer first” and “genchi genbutsu” principles

Rather than asking, “How many cars will we sell?” or, “How much money will we make by selling these cars?” we need to ask ourselves, “What kind of cars will make people happy?” as well as, “What pricing will attract them in each region?” Then we must make those cars.

Through these processes, I would like to make Toyota’s product development and product lineup more region-focused. We will change our policy from achieving “a full lineup everywhere” to “a lineup necessary to meet the needs of each region”. We will also launch new vehicles that anticipate consumer needs and are exciting to drive.

At the press conference in January, I talked about my desire to become “a president who is closest to the frontlines, or gemba.” I believe that the essence of management lies in the gemba, and Toyota employees play a vital role there.

Once again Toyota shows they are the type of management I want to invest in. In my last post I discussed another: Jeff Bezos at Amazon. Google management is another management system I am glad to invest in. Toyota, Amazon and Google are 3 of my 12 stocks for 10 year portfolio.

Toyota continues to show they are an exceptional company that doesn’t waver due to short term pressures. They know the management system they have in place is excellent. They always try to improve. And they react to evidence that shows they have room to improve. They then access the situation and move forward.

via: Toyoda on Toyota: A New Regime, A New Future

Related: New Toyota CEO’s Views (2005)Interview with Toyota President (2006)Deming Companies“2007 has been a difficult year for Toyota”No Excessive Senior Executive Pay at ToyotaWebcast on the Toyota Development Process

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