Archive for April, 2009
panic!
Posted by Tim in innovation, networks on 30 April 2009
All the news seems to be about swine flu the last few days. And while this appears to be a serious version of the flu, and the flu does in fact kill a pretty large number of people every year, it seems to me that we’re overreacting a bit. As of this morning, there were 21 confirmed swine flu fatalities in Mexico since the first case was reported over two weeks ago. If this has been an average fortnight on the roads there, roughly 700 people will have died in traffic-related accidents over that same period. But no one cancels a trip to Mexico because of the drivers.
The simple fact of the matter is that while swine flu is bad, and I sure don’t want to catch it, we’d all be much more likely to live longer if we avoided roads as much as possible and if we weren’t overweight. Behavioural economists have consistently found that we overreact to news of unusual events, and that seems to be what we’re seeing here. I think it’s just a matter of time before we see morbidly obese people driving recklessly while smoking who are also wearing masks to avoid getting swine flu. Actually, the mask might inhibit the smoking, so maybe we won’t, but you get the picture. Highly publicised negative events often evoke extreme reactions while day-to-day events that actually pose a far greater threat are taken for granted.
The same thing happens with innovation. In last night’s class we were discussing an initiative reported in yesterday’s news which aims to consolidate and streamline the various programs in Australia designed to stimulate innovation. Apparently there are about 221 such programs, providing $3.7 billion in funding. I asked the class why consolidating might be seen as a good goal. One of my brighter students said that consolidating could eliminate waste. I asked her what she meant by waste, and she responded that wasteful government spending would be on innovations that weren’t successful.
I still find this attitude a bit distressing. Innovation is an evolutionary process, which requires variation, selection and replication. Variety + selection = some innovations won’t work. As I’ll say to anyone that will listen – if every idea that you try works, then you’re clearly not trying enough ideas. This is as true at the national level as it is for individuals.
So while there may well be a case for consolidating Australia’s innovation promotion programs, I don’t think that efficiency is the best reason to do so. Trying to eliminate all unsuccessful projects as a reaction to one or two initiatives being unsuccessful is equivalent to getting really concerned about swine flu while ignoring all the other life-shortening activities we regularly undertake. All innovative processes have to allow for failure. We obviously want to lower the cost of failure, but we have to have it. We can’t overreact to whatever negative innovation stories happen to catch our attention.
One last point – the spread of swine flu is clearly a network story. And I suspect that there is a good network story buried inside all those innovation initiatives in Australia. It would be very interesting to see how many firms are connected to multiple schemes, and how densely interconnected the overall innovative network within the country is. I might have to get a proposal together and then find one of those 221 schemes with some extra money available…
Edit: Now today they say similar things on the Worldchanging blog…
Where’s my Large Hadron Collider?
Posted by Tim in innovation on 28 April 2009
I was working through one of my papers today with Neil Kay, and we had this discussion:
Neil: I wrote a paper which essentially says ‘I’m not sure if dynamic capabilities exist, but if they do, they probably look like this’.
Me: So dynamic capabilities are the Higgs boson of economics?
Now I guess we just need to build a business version of the Large Hadron Collider if anyone aims to address Nicolai Foss’ criticisms. And the even bigger question – who will provide the funding to build it?

LHC looking for the Higgs boson
black swan innovation
Posted by Tim in book riffs, innovation on 27 April 2009
After John & I yelled at him for an hour last friday, our PhD student Sam MacAulay was still gracious enough to continue talking with me. In the course of discussion he asked a good question – what actual impact complexity science has had on management studies? We talked about it for a while, and concluded that complexity has primarily been used as a metaphor. However, I did point out as an example that Didier Sornette has done superb work in modeling the stock market as a non-linear complex system. Elizabeth Garnsey has also done some really nice research in this area (see for example the interview that is linked to on her webpage, or the excellent book she co-edited with James McGlade Complexity and Co-Evolution). But in the main, I had to agree with Sam that we probably haven’t made as much out of complexity theory as we could.
Nevertheless, Sornette’s book Why Stock Markets Crash is one of the best pieces of practical complex systems thinking that I’ve run across. So I was very pleased to see his work discussed in this article from physicsworld.com. The article also talks about the work of Nassim Nicholas Taleb and Lee Smolin, two other people I’ve got a lot of time for. The main thrust of the article is that scientific research may be too conservative these days as researchers focus more on taking a safe approach to facilitate publishing, while not spending enough time on the riskier big questions. While black swan events (things with a low probability of occuring, but which have a large impact if they do actually arise) are often negative in financial markets, they are sought after in science and innnovation.
I found the article through the excellent Nesta Connect blog. The angle that they thought was most interesting was that the article proposes the formation of markets for research. That is an interesting angle, but not the one that grabbed me. I was struck by this section:
Some scientists, he suggests, are what we might call “hill climbers”. They tend to be highly skilled in technical terms and their work mostly takes established lines of insight that pushes them further; they climb upward into the hills in some abstract space of scientific fitness, always taking small steps to improve the agreement of theory and observation. These scientists do “normal” science. In contrast, other scientists are more radical and adventurous in spirit, and they can be seen as “valley crossers”. They may be less skilled technically, but they tend to have strong scientific intuition — the ability to spot hidden assumptions and to look at familiar topics in totally new ways.
To be most effective, Smolin argues, science needs a mix of hill climbers and valley crossers. Too many hill climbers doing normal science, and you end up sooner or later with lots of them stuck on the tops of local hills, each defending their own territory. Science then suffers from a lack of enough valley crossers able to strike out from those intellectually tidy positions to explore further away and find higher peaks.
This is a nice description of innovating on fitness landscapes, an idea that John and I have been talking about in our classes. And it is particularly important now. There are numerous reports coming out showing that companies are becoming increasingly conservative in their innovation efforts as a reponse to current economic conditions. In Smolin’s analogy, companies are reverting to only undertaking hill climbing. Many have never thought much about valley crossing in the first place, while many others are pulling resources out of more speculative ideas.
This is as wrong for business as it is for science. Innovation is central to survival, and successful innovation requires both hill climbing and valley crossing. Now more than ever it is critical for firms to figure out a way to continue to invest in areas that have breakthrough potential. Newspapers and record companies have collectively been very effective at getting to the top of their hills. And these industries are in big trouble now because they have completely missed on out the discovery of new, better hills. It’s a challenging process to manage in good times, and probably even harder now. But it’s still essential.
Note: The photo at the start is from the very useful resource, the Australian Bird Image Database.
extra-dimensional innovation
Posted by Tim in book riffs, innovation, time on 19 April 2009

When I started university I thought I would be a math major. I had always been pretty good at math, and, just as importantly, I had always enjoyed it. Things went well reasonably well until the second semester, when we started working with n-dimensional matrices. Because I couldn’t visualise n dimensions, I had real problems with this. It was all those extra dimensions that knocked me off the math track.
Reading The Trouble With Physics by Lee Smolin brought this memory back to me. It is an excellent book, which I strongly recommend. Smolin describes the state of play in physics today. His primary question is why haven’t we had any major empirically supported breakthroughs in physics in the past twenty years? He discusses several reasons for this – but his main contention is that the reason is that physicists have spent the bulk of that time on string theory, which, while beautiful, is very difficult (impossible?) to verify empirically. The story will be interesting to anyone curious about modern physics, or in the scientific process as Smolin spends the last 1/3 of the book discusssing how physicists might best proceed given some the difficulties with their dominant research program, string theory.
Smolin’s discussion of difficult technical issues is outstanding. One thing that struck me is that most of the versions of string theory that are possible require extra dimensions – usually 10 dimensions plus time. This is what sent me back to freshman year math! It also got me thinking – most of us actually struggle with just three dimensions when you add time in. This was brought home quite strongly when I ran across a post on The Long Now Blog which talked about a website called Artificial Owl (the source of the picture at the top of this post). Artifical Owl contains a series of posts describing and showing abandoned man-made creations. This is overwhelmingly appealing for anyone that has ever been a fan of Ozymandias… It’s also interesting for anyone involved with innovation. There are two key points to consider. The first is that new innovations always (well, nearly always) destroy existing technologies or ideas. In innovating, we are making newly abandoned man-made creations. In other words, the innovations don’t just exist in three dimensions, they exist in three dimensions plus time. Artificial Owl shows us how often we underestimate the impact of time.
The second point is that all innovations have a lifespan. We often forget this. If you haven’t yet, be sure to read the cover story from the March issue of Wired, which describes the rise and fall of the Gaussian copula function. This formula originated in 1999, and then became the mathematical foundation for a number of financial innovations, including most forms of Credit Default Swaps and especially Collateralised Debt Obligations. In light of recent events, most of these innovations had a lifespan of about 8 years. Many innovations last longer than this, and quite a few don’t make it this far. In my innovation strategy class, several students have been interested in sustainable innovation. I’ve told them that the key to sustainable innovation is to develop ideas that are likely to have a long lifespan. Which means that again we have to be able to think well in three dimensons – plus time.
As the years have passed, I still struggle with n-dimensions. But I’ve gotten quite a bit better at thinking about time and working in four dimensions. I think this is an important skill for all of us to develop. It’s time to start innovating in four dimensions instead of just three.
Innovation within a networked economy – China’s electric cars
Posted by Tim in innovation, networks on 14 April 2009
One week after I told my class that I thought that either China or India would build infrastructure for hydrogen fuel cell cars before any of the western countries did, the New York Times reports that China is trying to become the world leader in electric cars. So I was close! My reasoning was that hydrogen cars require a fair bit of supporting technology - especially a system of refueling stations – and that it would be much easier to build this infrastructure in an economy where the petrol car system wasn’t so deeply embedded. At the same time, you need a reasonably big market to make the whole thing work, which means China or India (or maybe Brazil).
John and I were discussing this issue of economic embeddedness this afternoon with regard to our research on project-based firms, who face a relatively unique set of innovation challenges due to the high level of interdependencies within their work. The same applies a the level of countries – in order to accommodate a new innovation, in many cases ties to previous systems have to be broken first. In the case of cars, there are a whole lot of ties that need to be broken before an entirely new system like electric or hydrogen can be put in place. Consequently, I think there is a very high chance that these technologies will spread widely first in a place with fewer existing ties to break.
I can’t take credit for making a correct prediction yet, but if China goes electric, I guess that still leaves India with a great chance to build a hydrogen fuel cell industry! And I’ll even take credit for the prediction of Brazil manages it first…
(I first found this story through worldchanging.com – a very good website and blog that is well worth checking out)
registering for technorati
Posted by Tim in innovation on 13 April 2009
A must read
Posted by Tim in book riffs, innovation, networks on 13 April 2009
Kevin Kelly has put his book New Rules for the New Economy online – readable for free. Personally, I find nearly everything that Kelly writes worth reading, but this book in particular is essential. It’s pretty easy to discount a book written about the ‘new internet economy’ written over 10 years ago – it’s a class of books that hasn’t aged well at all. However, New Rules is the exception.
Kelly does a superb job of identifying the most important issues raised by the internet, which makes this book just as crucial now as it was when it came out. Some of the issues that he addresses are: the impact of sharp increase in the availability of many things (but especially information); the impact of the steady decrease in price caused by this; the difficulties of controlling things within an evolving complex economy (a section that includes a great description of fitness landscapes); and the importance of generating ideas that create new opportunities rather than simply aiming to improve efficiency. All of these are critical issues in the management of innovation. Every time I read this book, I find one or two ideas that surprise me or that suggest a new way of approaching things in each chapter.
One key issue with books like this though are what do you do with it? As Seth Godin asks, when you encounter big ideas like Kelly’s, do you act on them? Innovations are discovered in action. For me, one of the best ways to implement new ideas is to make new connections through reading – but the ideas don’t count for anything until they are turned into action. So here’s my suggestion for today – read Kelly’s book, make a new connection, then do something about it.
Forecasting
Posted by Tim in innovation on 13 April 2009

The lead story last night on espn.com was an opinion column about the Masters (sorry – I can’t find the link for it – they appear to have buried it now). The premise of the story is that at 7 strokes off the lead, neither Phil Mickelson nor Tiger Woods has a chance to win the tournament today. Why, because all of the winners since 2001 have been in the final pairing. When I started writing this, Tiger & Lefty were both 1 stroke off the lead. It’s looking now like they’ll both fall a bit short, but it’s been an awfully entertaining day of golf so far.
But that’s not what I want to talk about. I want to talk about forecasting. How can you rule something out based on an 8 year pattern (especially in a tournament that has been running for 75 years?)? We have such a strong habit of extrapolating recent trends and thinking that tells us everything we need to know. It takes no imagination at all to do this. But new stuff happens all the time – and the first step is always to imagine something new. That’s the start of innovation.
Actually, if we’re extrapolating the person who really doesn’t have a chance is Kenny Perry. After all, he’s 48 years old and the oldest Masters champion ever was Jack Nicklaus at 46. So if we extrapolate out all of the previous 74 Masters tourneys, then Perry can’t win. Except he’s up by 1 with 5 holes left….
Saying that something can’t be done because it hasn’t been done before is the easiest thing in the world. It’s a lot harder to imagine something new, harder still to actually make it happen. But that’s how innovations happen.
Hidden innovation in “old” industries
Posted by John in innovation on 7 April 2009
A significant component of economic activity in Australia is carried out in the sector of capital goods. Compared with our knowledge of innovation in consumer goods, capital goods are a poorly understood part of the Australian economy. Broadly speaking, capital goods can categorized as follows (Acha et al. 2004):
(a) Constructs required for production of goods and services (e.g. buildings, ports, rail, mines)
(b) Plant and machinery required for production (including the obvious high-tech components such as IT, software and telecommunications)
(c) The raw materials and components used in production that eventually results in consumer goods and services.
Innovation in capital goods, particular those described under (a) and (b) are of vital importance for the future prosperity of Australia. Solutions for managing water, infrastructure, telecommunications, and capital goods that support the production of goods and services will be underpinned by innovation in the capital goods sector. ‘Complex product systems’ (also called CoPS) is one particular class of capital goods that has been shown to be highly innovative. CoPS are high-cost engineering-intensive products, systems, networks and constructs (Davies and Hobday, 2005). In Australia, we can point to innovations in high-speed catamaran design (i.e INCAT and Austal Ltd) and air-traffic control systems, which imply that CoPS can be radical innovations that are just as significant as better publicized innovations in pharmaceuticals or IT.
The primary problem is that this type of innovation just doesn’t register on our standard measures of innovation performance and therefore becomes neglected as a focus for industry policy and management.
An overview of innovation in CoPS
CoPS have been shown to be a significant contributor to the UK economy. One review by Acha et al. (2004) showed that CoPS share of UK GDP for total manufacturing and construction was close to 19% in 1999. These businesses employed 1.2 million people at nearly double the average wage of other non-CoPS firms in the manufacturing and construction sector. The study used three tests to classify CoPS businesses. These were (1) high unit costs, (2) low volume and (3) a high degree of customization. These three features signal a departure from conventional thinking on innovation that is based on manufacturing and 1960s innovation models where inventions proceed down the commercialization pathway to become successful products.
In CoPS businesses, the model of innovation that begins with R&D that results in a discovery or invention that is then commercialized by mass manufacturing or licensing is quite meaningless. CoPS businesses continually innovate as part of the customization requirement. Much of this innovation can be classified as incremental but some CoPS firms routinely achieve breakthroughs in design. For example, Dodgson et al.’s (2007) case study of international engineering company ARUP and their revolutionary design for elevators that can be used to escape fires is a good example of this. Also, because this innovation is continuous and embedded in the customized solution process, the usual innovation measures of patents and R&D expenditure do not fully capture the innovative activity of these companies. While many manufacturing companies will protect their intellectual property with patents, CoPS companies can use product complexity to protect IP from replication by competitors. For example, McGaughey et al.’s (2000) study of INCAT showed that large high-speed catamarans were continually evolving in design as a way of responding to the next customer’s needs. Complexity and continual development meant that patents were not required to protect IP.
Anyone ranking the innovativeness of these CoPS companies using the standard measures of patents and R&D would conclude that these businesses were not an important contributor to the Australian innovation system. This is highly misleading and contributes to policy that does not recognize the importance of innovation in this economically significant category of firms.
System Integrators, CoPS and Project-based innovation
Many CoPS businesses evolve to become systems integrators where the expertise in designing and coordinating complex capital goods becomes the focus of the company’s competitive advantage. In these cases, the businesses become pure service providers. An example of this type of business is the renewable energy company Roaring 40s that evolved out of the Tasmanian Hydro Electric Commission. Roaring 40s is currently involved in a very large wind-farm joint venture in China, even though the physical components of the wind-farm will be provided by the joint venture partner and other suppliers.
Not all CoPS become systems integrators and many, like INCAT, retain a significant proportion of component and construct production in-house. Also, there are some businesses that are not truly CoPS but still have a significant part of the business organized around project-based production of CoPS-related capital goods such as constructs, plant and machinery. In Australia an important example of this is the resources sector. While these firms produce commodities such as gas, coal, iron ore and copper there is a significant component of innovation in the design and management of mines and oil fields. For example, Rio Tinto would be regarded as a consumer rather than producer of innovations. However, an internal report into knowledge sharing and innovation commissioned by Rio Tinto Coal Australia showed that production processes were being made more efficient by searching and recombining the expertise that was distributed among the several hundred employees (Rio Tinto, 2007). Interestingly, Rio Tinto uses a world-wide online expert forum to support the interaction that stimulates innovation. For Rio Tinto, this is a highly significant source of value-creating innovation, but it does not register on measures of new products, patents or R&D expenditure.
We need to pay a lot more attention to innovation in the capital goods economy. ‘Sexy’ industries like biotech and IT are important, but do not address the critical future challenges of energy, water and transport.
Planning for extinction
Posted by Tim in innovation on 2 April 2009
One the things that makes the current state of the music and newspaper industries so frustrating is that there are many steps that could have been taken to prevent these outcomes. It was not inevitable that their business models had to be destroyed by the internet. One of the questions that came up in the last meeting of the Brisbane Innovation Network was ‘how do you sell innovation internally if things are going pretty well for your company?’ I’ve thought about this a fair bit since that meeting, and I think that part of the answer is to extend your planning horizon.
The point that was being made is that his firm is in a stable industry, they’re doing well right now, and things are looking good into the future as well. So why do they need to innovate? I think that if there is not an especially strong incentive to innovate now, that makes it a pretty good time to start thinking about what is going to make your industry or firm obsolete. As Clay Shirky dicusses in an outstanding essay on the current state of play for the newspaper industry, there was a time when things seemed pretty stable in that industry as well. Consequently, none of the major players seemed equipped to adapt when things started to change. Shirky outlines how in many cases people simply refused to believe that change could occur. I think this holds lessons for firms in industries that seem stable now. Don Tapscott suggests that higher education may well be facing a similar situation soon, and there are probably plenty of other firms and industries that should be thinking about these questions sooner rather than later.
So what should you do? Steven Johnson gave a speech at SXSW the same day that Shirky’s post appeared, and he has some excellent suggestions. He talks about ways in which the industry might evolve, and where the opportunities may lie. He focuses on how a disntermediated news industry might look, and stresses the idea that there will be opportunities to develop new profitable business models in several of these areas. There’s no reason that newspapers can’t take advantage of these opportunities themselves – in fact, in many areas they still have built-in advantages. Johnson may well have the beginnings of a general model of information-based industries making a transition into the digital age.
In light of all of this, my answer to the original question is: if things seem good now, then it’s time to start planning for whatever it is that will put you out of business. All innovations that fuel economic growth and change at their most basic level are information. We’re seeing more and more examples of what happens when it becomes easier to make and share digital copies of information. It’s time to learn from the experience of the newspaper industry. Instead of insisting that things will be different for you, it will be much more useful to ask ‘how can this work for me?’




