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February 6, 2010

Observations of a New Googler

Some interesting thoughts from a new Google engineer, Things I’ve learned at Google so far

I would describe Google’s culture as “creative chaos”. There was some confusion about where I was supposed to be when I started. This resulted in the following phone call, “Hello?”, “Hello Ben, this is Conner (that’s my new manager), where are you?” “Mountain View.” “Why are you there?” “Because this is where the recruiter said to go.” “Good answer! Nice of them to tell me. Enjoy your week!” This caused me to ask an experienced Googler, “Is it always this chaotic?” The response I got was, “Yes! Isn’t it wonderful?” That response sums up a lot about Google’s culture. If you’re unable to enjoy that kind of environment, then Google isn’t the place for you.

Paul Buchheit was a software engineer at Google. He didn’t need permission to write something like gmail. Corporate culture says that if you need something like that, you just go ahead and do it. In fact this is enshrined as an official corporate policy – engineers get 20% of their time to do with pretty much as they please, and are judged in part on how they use that time. I found a speech claiming that over half of Google’s applications started as a 20% project. (I’m surprised that the figure is so low.) To get a sense of how much stuff people just do, visit Google Labs. No corporate decision. No central planning.

Sick day policy. Don’t show up when you’re sick and tell people why you’re not showing up. Note what’s missing. There is no limit to how much sick time you get if you need it.

I think he overestimates the lack of central planning, still it is another interesting view of Google.

Related: Eric Schmidt on Management at GoogleGoogle: Ten Golden RulesThe Myth of the Genius Programmer

December 3, 2009

Eric Schmidt on Google in 2010 and the Economy

CEO Eric Schmidt Reveals ‘Centerpiece’ Of Google’s 2010 Strategy, speaking at the White House jobs summit.

Google is definitely hiring. “We’re hiring a couple thousand people over the next year,” he said.

And looking at the White House summit he said, “The basic message today is that with small business – which is the primary source of jobs – we need to figure out the loan problem. The banks aren’t really lending to them and anything that the government can do to accelerate that, needs to happen right now.”

“Cloud computing is the centerpiece of our strategy. It’s a new model. You basically put all your information on servers and you have fast networks and lots of different kinds of personal computers and mobile phones that can use the applications… it’s a powerful model and it’s where the industry is going. It is the centerpiece of our 2010 strategy.”

Piper Jaffray analyst Gene Munster today said in a note, that by 2016, 78% of Google’s revenue will still be from search. Schmidt agreed.

“My guess is that advertising and search ads will be the lion’s share of our business for quite a long time,” he said. “The reason is, it’s such a large part of our business and it continues to grow quite well.”

I continue to own Google and have it in my 12 stocks for 10 years portfolio.

Related: Google Exceeded Planned Spending on PersonnelEric Schmidt on Management at GoogleMeeting Like GoogleGoogle Should Stay True to Their Management Practices

August 17, 2009

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

June 29, 2009

The Myth of the Genius Programmer

Nice talk on fear of looking foolish. The speakers discuss the idea that visibility is good. Don’t hide. Make everything visible and the benefit from many people’s ideas. The talk focuses on software development but is true for any work.

“criticism is not evil” – Very true. “At Google we are not allowed to submit code until there is code review.” At the bottom line they are repeating Deming’s ideas: improve the system – people are not the problem, bad systems are the problem. Iterate quickly.

Related: 10x Productivity Difference in Software DevelopmentThe Software Engineering Manager’s LamentRespect for People, Understanding Psychology

June 25, 2009

Google Innovates Again with Google Wave

Google Wave is a new tool for communication and collaboration on the web, coming later this year. They are developing this as an open access project. The creative team is lead by the creators for Google Maps (brothers Lars and Jens Rasmussen). A wave is equal parts conversation and document. People can communicate and work together with richly formatted text, photos, videos, maps, and more. You really have to watch to understand what it is.

This is a long webcast (1 hour and 20 minutes) and likely will be best only for those interested in internet technology solutions. But it also provides useful insight into how Google is managing the creation of new tools. But the ideas are not explicit (the demo was meant to present the new product Google Wave, not explain the thought behind producing useful technology solutions), so you have to think about how what they are doing can apply in other situations.

For software developer readers they also highly recommended the Google Web Development Kit, which they used heavily on this project. They also have a very cool context sensitive spell checker that can highlight misspelled words that are another dictionary word but not right in the context used (about 44:30 in the webcast). And they discuss using Wave to manage bug tracking and manage information about dealing with bugs (@ 1 hour 4 min point).

Very cool stuff. The super easy blog interaction is great. And the user experience with notification and collaborative editing seems excellent. The playback feature to view changes seems good though that is still an area I worry about on heavily collaborative work. Hopefully they let you see like all change x person made, search changes…

Related: Eric Schmidt on Management at GoogleJoel Spolsky Webcast on Creating Social Web ResourcesGreat Marissa Mayer Webcast on Google InnovationGoogle Should Stay True to Their Management PracticesAmazon Innovation

May 24, 2009

Google’s Innovative Use of Economics

Secret of Googlenomics: Data-Fueled Recipe Brews Profitability

Google depends on economic principles to hone what has become the search engine of choice for more than 60 percent of all Internet surfers, and the company uses auction theory to grease the skids of its own operations. All these calculations require an army of math geeks, algorithms of Ramanujanian complexity, and a sales force more comfortable with whiteboard markers than fairway irons.

Varian tried to understand the process better by applying game theory. “I think I was the first person to do that,” he says. After just a few weeks at Google, he went back to Schmidt. “It’s amazing!” Varian said. “You’ve managed to design an auction perfectly.” To Schmidt, who had been at Google barely a year, this was an incredible relief. “Remember, this was when the company had 200 employees and no cash,” he says. “All of a sudden we realized we were in the auction business.”

Google even uses auctions for internal operations, like allocating servers among its various business units. Since moving a product’s storage and computation to a new data center is disruptive, engineers often put it off. “I suggested we run an auction similar to what the airlines do when they oversell a flight. They keep offering bigger vouchers until enough customers give up their seats,” Varian says. “In our case, we offer more machines in exchange for moving to new servers. One group might do it for 50 new ones, another for 100, and another won’t move unless we give them 300. So we give them to the lowest bidder—they get their extra capacity, and we get computation shifted to the new data center.”

Google continues to make bold moves putting faith in their ability to find innovative solutions that others reject as impossible. It is a challenging but interesting path to success, for them, at least.

Related: Google Should Stay True to Their Management PracticesGoogle’s Answer to Filling Jobs Is an AlgorithmThe Google Way: Give Engineers RoomGoogle Website OptimizerGoogle: Experiment Quickly and Oftenposts on innovation in management

December 9, 2008

Google Should Stay True to Their Management Practices

I believe in Google’s past, present and future. They have shown a great ability to ignore the short term focus that dominates (and kills success) of so many companies today. I am happy to invest in Google for the long term.

This current reaction to the economic crisis, is one of many times Google can be seen to be making significant changes to adapt based on market conditions and the results of their experiments and experiences. Google’s management in general and the 3 leaders continue to practice a management style based on an engineering perspective while so many others practice the style Scott Adams has pilloried in the pointy haired boss.

The thought and execution of Page, Brin and Schmidt (and others: Marissa Mayer) is at a different level than that of most other executives. Skepticism is wise. But I believe Google continues to have exceptional execution and focus on long term innovation.

The biggest risk I see, for them, is they become too focused on the short term and lose their ability to take advantage of the great opportunities available by focusing on long term success. Google is in a position where they are not forced to abandon long term plans due to cash flow problems. The only decision for Google should be whether something makes long term sense or not. If they are recalibrating and deciding they were being too lax in certain areas (without long term justification) then I am fine with changes. If though they are reacting to short term market conditions that is a big mistake.

Google Gears Down for Tougher Times

He says the company is “not going to give” an engineer 20 people to work with on certain experimental projects anymore. “When the cycle comes back,” he says, “we will be able to fund his brilliant vision.”

Bad idea, short term thinking. Don’t drive business practices based on short term earning releases. If the idea is not worth 20 people long term fine, don’t do it. If it is, do it. The lack of cash that would force many companies to abandon promising efforts is not an issue for Google. They have plenty of cash and are generating much more every day.

To better predict revenue, the company implemented quotas for ad-sales representatives and tied the pay of more employees to performance

Bad idea; quotas are a sign of management abdicating responsibility. Quotas are destructive to success. Pay for performance focuses employees on meeting targets instead of the best interests of the company. Quotas are destructive to constancy of purpose.
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November 24, 2008

Eric Schmidt on Management at Google

   
Eric Schmidt speaks at the Management Lab Summit on May 29, 2008 in Half Moon Bay, California. Conversation with Professor Gary Hamel.

  • “The culture can be thought of as a ship and iterate culture with transparency for what people are doing. And that model scales pretty well.”
  • “I have two jobs, two roles. The first is to make sure every issue that is important is really debated to find, not the common outcome, but the best decision… second thing is to put pressure to make it happen quick.”
  • “it [managing better] starts with listening, it has to do with curiosity
  • “everything has to be based on some fact”
  • “It’s only about the people.” [respect for people is critical, Google really acts as though the people are their most important asset - John].
  • “What is the number 1 goal of the company? It is end user happiness with search. What is the number 2 goal? It’s end user happiness with advertising. What is the number 3 goal? The construction of the Google network of partners to effectuate the first two. What is the number 4 goal? To grow and scale the business… You will eventually get extraordinary returns for your shareholders and maximize advertiser happiness if all those things happen… There are a lot of business executives that get confused on what the goal is and they think that shareholder value is the goal. Shareholder value is a consequence of the goal.”

Related: Eric Schmidt Podcast on Google Innovation and EntrepreneurshipInterview with Google CEO Eric SchmidtInnovation at GoogleGoogle: Experiment Quickly and OftenMarissa Mayer Webcast on Google InnovationGoogle Management by Gary HamelLarry Page and Sergey Brin Interview Webcast

November 2, 2008

Lame Move by Google

Google does great things and makes good decisions most often. However a recent move on their part has ended very lamely. As part of what their 10th anniversary celebration they provided a search of the 2001 index (the oldest index they could find to search now). This was extremely cool.

Now if you go to find it so you can try it out you will be disappointed. Search for it on Google you will find a link to Google Search 2001 which gives you a page that says: “The page – www.google.com/search2001.html – does not exist.” Is it amazingly lame that Google took the search down, has it has the first result on searches, and has no explanation on that page of what it was about.

It would be cool for them to leave it up (it was interesting). And I would think they could make a great deal of money showing ads (I can’t remember if they did show ads). But not leaving a page at that address (which was linked to over 95,000 times) explaining what the page did and that it is now offline is very lame. Breaking 95,000 links is bad enough for some pointy haired boss that believes the internet is made up of tubes but for a well run internet company to do that is pitiful.

This move shows Google in a similar light as Gap when managers shut down the Gap’s web site for days (in 2005). Google failed when exiting the video business (DRM issues), then realized their mistake and recovered. The fix for this would take all of 1 hour. Someone just has to put up a page discussing what the page was for and that the search has been discontinued.

But really they should explore if it is better to just make it live – maybe it doesn’t but I would certainly want to look into that option. If not, I would put up some interesting results from the experiment (though if the choice is just a 1 hour solution or nothing then just put up a page in 1 hour) and link to commentary about the search and interesting things people found. This would be an interesting task for an intern, or someone else, and could provide an interesting and popular page. but most importantly at least not breaking 95,000 links (plus all those who go to the page from search results pages) is the minimum Google should do.

Related: web pages should live foreverSearch Share Data Checking the ACSIWays for Google to Improve (more…)

August 20, 2008

The Power of Small Teams

The power of small teams by Avi Muchnick

Choose a project that is simple to implement. Don’t try to create a complex suite of applications… Focus on solving a single problem. Philip Kaplan made email more efficient to use by stalling it instead of managing it. Dead simple approach and a great idea.Take the easier approach when possible.

Choose people that can wear multiple hats. Can your designer code? Can your programmer manage a community? Can your marketing guru fund raise? Can one guy do it all?

All documentation should be available via a central location. A wiki can work really well for this purpose. Good documentation lessens the loss from communication failures.

Arrange your workspace in common areas. Segregating your team in different offices is a recipe for lost communication data and with it, a need for additional people. You’d be surprised at how many roles can be shared by multiple people, so long as they have the ability to communicate instantly and unimpeded with each other. Put people between walls, and those shared tasks will need to be managed by additional team members.

Amazon and Google do a lot with small teams and I think they have it right. I have worked on small IT teams for several years now and find it great. Combine with agile management methods small teams allow for great focus (you are naturally guided toward appropriate project sizes instead of huge monster projects), great results and joy in work. I have no desire to work in large teams.

Related: Team HandbookMeasuring and Managing Performance in OrganizationsKeeping Track of Improvement OpportunitiesCurious Cat Management Articles

June 27, 2008

Google Knows it is a 2.0 World

You can accomplish a great deal by just talking to people. Google Public Relations:

I did not really expect it, but the next day I got a call from Jeffrey Korn at Google California. He explained that he was the one responsible for building the Google Bookmarks and Google Web History tools. The problem with my extension was something I hadn’t imagined: a scaling problem. Hehe, Google had scaling problems :-) .

The gBrain extension creates a lot of bookmarks. Several thousands a month. And the Google bookmarks system was never made with this amount in mind. What made things worse (and I didn’t knew that), the bookmarks are connected to the normal web search. Whenever you use the web search, it checks it against your Google bookmarks. You can easily imagine what problems can come up when you have a several 10 or even 100 thousands of bookmarks…

Jeffery also made a few suggestions how the extension could be changed to make use of their Web history service instead of the bookmarks system. This would avoid the scaling problems. I may consider it some day.

But why am I telling this? Because I’m amazed how Google handled this. Instead of just blocking my extension at their side, or sending me a cease and desist letter they contacted me and asked.

Good for Google. I do find it a bit funny they had a lawyer contact the guy but still Google’s reaction was much better than most companies would be. Companies like Google, Amazon, Lego, New York Times are taking advantage of technology to leverage community efforts to improve the value of their service to customers. This is an important innovation management needs to acknowledge and manage. Or you can be like the poorly managed journal publishers or music industry that are destroying their organizations futures.

Related: Funding Google Gadget DevelopmentInnovative Marketing Podcast (Lego)Innovation at Google

March 28, 2008

Deming’s 14 Points (for software development)

Deming’s 14 points (for software development) by Jamie Dinkelacker (Geo/Maps Engineering Program Manager at Google Inc. Focus on lean principles and agile practices for software development):

W. Edwards Deming’s work on quality, while widely misinterpreted and misapplied in the USA, was nonetheless a watershed that Japanese companies, especially Toyota, took to heart…
Below are Deming’s 14 points accompanied by commentary related to software development.

Design quality in, don’t use inspection to find errors. Mistake proof the system.

In a fearful environment, workers do not operate in the organization’s best interest; instead their energies are by necessity focused on self-protection.

Mistakes typically come from bad systems not bad workers. Don’t exhort people to work harder or smarter; instead create a more intelligent workflow and system tailored tot he essential nature of software development as human collaboration (not just coordination) such that people can excel.

A good read. Also a good blog on management improvement ideas and software development (though not very active). See my Deming on Management resource where I try to explain what Dr. Deming actually said and meant and dispel some misconceptions.

Related: Dr. Deming’s 14 PointsDeming’s Ideas at Markey’s Audio VisualLean, Toyota and Deming for Software DevelopmentGoogle: Ten Golden Rules

February 23, 2008

User Happiness with Search Engines

Awhile back I wrote about why I didn’t think the American Customer Satisfaction Index claim that Yahoo beat Google for customer satisfaction was evidence of a broken indicator. Well here is another indicator, but this time it puts Google clearly in 1st place, while Yahoo has been improving: Search Engines: Intense Competition Drives Better User Experiences

In the December 2007 Keynote study, Google makes a clean sweep of first place in all four key index rankings: Overall Customer Experience, Brand Impact, Future Usage Impact, and Customer Satisfaction. Yahoo! takes second place in every category, and Ask.com, MSN, and AOL follow in order. It is almost without precedent in Keynote studies of any industry that the rankings are so rigidly stratified (see Figure One). Typically, there will be some shuffling up or down in one or several of the indices. But in the past two studies, the competitors finished in rank order, straight across the board.

Google still has plenty of room to improve (for one example, their blog search is still very poor). And Yahoo is better than many people realize. But I think Google is still clearly better from my experience and looking at the available data (Google keeps gaining market share for one import piece of data).

Related: Search Share Data, Checking the ACSIMeeting Like GoogleImprove Google

January 10, 2008

Prediction Markets with Google Employees

Another interesting experiment from Google: Using Prediction Markets to Track Information Flows: Evidence from Google

In Google’s terminology, a market asks a question (e.g., “how many users will Gmail have?”) that has 2‐5 possible mutually exclusive and completely exhaustive answers (e.g., “Fewer than X users”, “Between X and Y”, and “More than Y”). Each answer corresponds to a security that is worth a unit of currency (called a “Gooble”) if the answer turns out to be correct (and zero otherwise). Trade is conducted via a continuous double auction in each security.

Google’s prediction markets are reasonably efficient, but did exhibit four specific biases: an
overpricing of favorites, short aversion, optimism, and an underpricing of extreme outcomes.

Interesting paper. I would guess most readers of this blog won’t be able to apply prediction markets to there workplace in the short term but never-the-less I find the paper interesting.

Related: Management is PredictionGoogle Experiments Quickly and OftenSecrets of the World’s Best Companies

October 23, 2007

The Google Way: Give Engineers Room

The Google Way: Give Engineers Room

Google engineers are encouraged to take 20 percent of their time to work on something company-related that interests them personally. This means that if you have a great idea, you always have time to run with it.

These grouplets have practically no budget, and they have no decision-making authority. What they have is a bunch of people who are committed to an idea and willing to work to convince the rest of the company to adopt it.

Consider the collection of engineers who wanted to promote “agile programming” inside the company. Agile programming is a product development approach that incorporates feedback early and often, and was being done in a few scattered parts of the organization.

The Agile grouplet formed to try to take this idea and spread it throughout the organization. It did so by banding together and reaching out to as many groups as it could to teach the new process. It created “Agile Office Hours” when you could stop by and ask questions about the process. It handed out books and gave internal talks on the topic. It attended staff meetings and created the concept of the “Agile Safari,” in which you could volunteer to work for a time in groups that were using Agile, to see how it ticks.

Related: Google Software EngineeringAgile Software DevelopmentAgile ManagementManaging InnovationLarry Page and Sergey Brin WebcastGoogle: Ten Golden Rules

September 20, 2007

Search Share Data – Checking the ACSI

Last month, in a long post criticizing the ACSI I took issue with, among other things, the implications being drawn from an ACSI rating. The ACSI rating of Yahoo was higher than that of Google (though statistically insignificantly so). Anyway, here is some new data on search volumes of the leading providers:

Top 5 Search Providers for August 2007, Ranked by Searches (U.S.)

Provider Searches (000) Year over Year Growth Share of Searches
1. Google Search 4,199,495 39.8% 53.6%
2. Yahoo! Search 1,561,903 8.9% 19.9%
3. MSN/Windows Live Search 1,011,398 69.8% 12.9%
4. AOL Search 435,088 32.4% 5.6%
5. Ask.com Search 136,853 0.0% 1.7%

Source: Nielsen//NetRatings MegaView Search

So Google grew 39.8% year over year and Yahoo grew 8.9% year over year. Google now has 53.6% of the total searches. Granted this is limited data but it seems to confirm that Google is in fact continuing to increase their lead in search volume. Practically all evidence seems to support this belief – the ACSI seems to be the exception. Which might indicate great insight provided by the ACSI that everyone else is missing. Or it might show ACSI results are doing a poor job of providing a useful measure of customer satisfaction with search engines. I go with the second.

Related: posts on using data effectivelyWebsite DataUnderstanding Dataposts on Google managementCurious Cat Management Improvement Search

September 19, 2007

Kaizen – Yahoo Mail Style

Yahoo Mail Innovates, Gmail Stagnates

Yahoo Mail has begun rolling out of beta after releasing an onslaught of innovative feature improvements along the way. On the other hand, a whopping three years into their beta release, Gmail remains one of the most popular but stagnant web-based beta email apps around.

To me Yahoo is really continually improving the service, not innovating. Still an interesting exploration of visible improvement.

Related: Kaizen OnlineKaizen definition -Innovation ExamplesGoogle Innovation webcast

August 21, 2007

Google Video Customer Service

Google Video sold digital videos that were controlled by Digital Rights Management DRM (so the purchaser didn’t buy something they bought the right to view the digital media according to a set of constraints. I, and many others find these DRM deals a bad deal for customers. I think Google realized that DRM made their Google Video a bad business (though maybe they decided it was a bad business for other reasons).

Well Google’s original method of existing the business left many people upset – with good reason I think. Google has wisely reacted to that feedback by improving the exit strategy (including full refunds and the ability to play videos purchased for the next 6 months). This improvement is evident for customers but also is an improvement from the perspective of the other stakeholders too. An update on Google Video feedback

When your friends and well-intentioned acquaintances tell you that you’ve made a mistake, it’s good to listen. So we’d like to say thank you to everyone who wrote to let us know that we had made a mistake in the case of Google Video’s Download to Own/Rent Refund Policy vs. Common Sense.

To recap: we decided to end the Google Video download to own/rent (DTO/DTR) program, and are now refocusing our Google Video engineering efforts. The week before last, we wrote to Google Video DTO/DTR program customers to let them know that videos they’d already bought would no longer be playable.

We planned to give these users a full refund or more. And because we weren’t sure if we had all the correct addresses, latest credit card information, and other billing challenges, we thought offering the refund in the form of Google Checkout credits would entail fewer steps and offer a better user experience. We should have anticipated that some users would see a Checkout credit as nothing more than an extra step of a different (and annoyingly self-serving) kind. Our bad. Here’s how we’re hoping to fix thing…

Related: Dell Listening to Customerother companies refuse to listenGoogle: Good Service not ArbitrageDell, Reddit and Customer FocusDiscover Card Dis-service

August 17, 2007

Data Based Blathering

Ok, this is one of those posts you might want to ignore or you might enjoy. Before blogs there is little chance this would reach you. But I am tired of seeing the American Customer Satisfaction Index (ACSI) promoted as if it were some encouragement for better management when all it seems to do to me is encourage superficial, non data based claims. And since it my blog I can rant if I feel like it.

ACSI: Flat Customer Satisfaction Suggests Continued Weak Consumer Spending

That is the title of the news release. Are they kidding!! They think a flat American Customer Satisfaction Index (ACSI) reading is going to lead to weak consumer spending? I doubt it. I really doubt it. What data, or theory is that based on? Jeez this whole thing just makes me crazy. Trying to use a index to promote the “importance of quality principles” (ASQ is one of the “sponsors” of this effort) and customer focus in this way – ARGH. It does the opposite – showing people how to misuse numbers. How to overreact to variation. How to compare one dot to another dot and make claims from those 2 dots. I am sure I will make mistakes in my statements but the ACSI has bugged me since it was started with the way it ignores sound quality practices and promotes the opposite of what people like Dr. Deming taught.

“American automakers are narrowing the gap with Asian manufacturers, but they’re still coming in last,” said Prof. Fornell. “Though foreign nameplates just passed domestic cars for monthly sales, Detroit’s Big Three might have an opportunity to take advantage of Toyota’s difficulties in maintaining quality as it increases production. When you make more cars, chances are quality is going to slip.”

I suppose it it possible their was a statistically significant change in the actual consumer satisfaction in favor of the Big Three versus Asian Manufacturers, though I doubt it. But fine, lets say it isn’t just random variation. And heck for a sentence or two lets even accept this measure of “satisfaction” is even meaningful. Why would making more cars mean your quality is going to slip? This seems like trying to say something about numbers when you don’t really have anything to say. Toyota will make more cars next year, most likely (unless there is a large recession), so is your prediction that their ASCI is likely to slip? Please read Practice and Malpractice in Management Research v 6.0 by Paul R. Carlile and Clayton M. Christensen.

Making a prediction and testing it out would at least be applying some semblance of the PDSA cycle (granted I probably shouldn’t even bring that up as it is such a stretch from a what PDSA really is) – but the concept of PDSA is that it is a learning cycle. You make a prediction based on your theory and then test out your theory. The claim is making more cars means your quality is going to slip (which in the context I take them to mean is equivalent to the ASCI number slipping – otherwise the quote is basically a non-sequitur)?
(more…)

August 9, 2007

Great Marissa Mayer Webcast on Google Innovation

Marissa Mayer speech at Stanford on innovation at Google (23 minutes, 26 minutes question and answers). She leads the product management efforts on Google’s search products- web search, images, groups, news, Froogle, the Google Toolbar, Google Desktop, Google Labs, and more. She joined Google in 1999 as Google’s first female engineer. Excellent speech. Highly recommended. 9 ideas:

(inside these are Marissa’s comments) [inside these are my comments]

  1. Ideas come from anywhere (engineers, customers, managers, executives, external companies – that Google acquires)
  2. Share everything you can (very open culture)
  3. You’re Brilliant. We’re Hiring [Google Hiring]
  4. A license to pursue dreams (Google 20% time)
  5. Innovation not instant perfection (iteration – experiment quickly and often)
  6. Data is apolitical [Data Based Decision Making - this is true but as an operating principle requires people that really understand data. See: Data can't lie.
  7. Creativity loves Constraints [process improvement and innovation]
  8. Users not money [the opposite of what business school's teach business case]
  9. Don’t kill projects morph them

(more…)

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