Posts Tagged ‘cluster’

Technology Hype and Investment Mania are Not Always Irrational

July 1, 2010

It’s funny how the same reading of  history leads to different conclusions. The young investor in the 1840s Punch cartoon above stands in a back alley outside the Capel Court stock exchange asking a purveyor of dubious scrip how to honestly make £10,000 in railways. It is the end of a technology hype cycle in which the modern-day equivalent of $2 trillion was pumped into an investment bubble.  The picture on the right is a desolate and economically insignificant outpost connected by some of the 2,148 miles of railway capacity that entrepreneurs built during the British railway investment mania of the 1830s. The conclusion is that early investors in British railway companies were played for suckers.

The mania probably started with an announcement in the May 1, 1829 edition of the Liverpool Mercury:

“To engineers and iron founders

The directors of the Liverpool and Manchester Railway hereby offer a premium of  £500 (over and above the cost price) for a locomotive engine which shall be a decided improvement on any hitherto constructed, subject to certain Stipulations and Conditions, a copy of which may be had at the Railway Office, or will be forwarded. As may be directed, on application for the same, if by letter or post paid.

HENRY BOOTH Treasurer Railway Office, 25 April 1829

The Liverpool and Manchester Railway was not the first railroad in England, but the competition drew enormous interest.  Contestants used everything from “legacy technology” — horses on treadmills — to lightweight steam engines that could reach up-hill speeds of 24 miles per hour. The legacy technology defeated itself when a horse crashed through a wooden floorboard. It did not hurt that Queen Victoria declared herself “charmed” by the winning steam technology.

Business innovation  — ticketing, first-class seating, and agreements allowing passengers to change carriers mid-trip — was rapid and fueled as much by intense competition as by a chaotic, frenzied stock market in which valuations soared beyond any seeming sense of proportion, causing  John Francis in 1845 to despair: “The more worthless the article the greater the struggle to attain it.” When the market crashed during the week of October 17, 1847 — in no small measure due to to the 1845-6 crop failure and potato famine — and established companies failed, financiers like George Hudson were exposed as swindlers. Thomas Carlyle demanded public hanging.

The collapsing bubble is not the end of the story. Between 1845 and 1855 an additional 9,000 miles of track were constructed.  By 1915 England’s rail capacity was 21,000 miles.  British railways had entered a golden age. The lesson that observers like Carlotta Perez and others draw is that there is a pattern to technological revolutions:

  1. Innovation enables technology clusters, some  of which transform the way that business is done.
  2. Early successes and intense competition give rise to new companies and an unregulated free-for-all that leads to a crash.
  3. Collapse is followed by sustained build-out during which the allure of  glamor is replaced by real value.
  4. This leads to a golden age that results in more innovation as lives are structured around the new technology.

This is a Schumpeterian analysis of innovation that is reflected everywhere, but particularly in the economics of the new technologies of the late twentieth century.  The stamp of the the 1840s British railway mania can be seen in Gartner’s technology hype cycle and in nearly every discussion of the 2000 dot-com collapse.  It is an analysis that is a special problem for angel and other early-stage investors because there is no real guide to tell you when the bubble will burst. Unless you are George Hudson, what investor will find the risk acceptable? A rational early investor will steer clear of technologies that radiate this kind of exuberance.

But what really happened to all that investment in the 1830s? I was amazed to see the recent article by my long-time colleague Andrew Odlyzko at the University of Minnesota who analyzes the British railway mania example and concludes that the early investments did quite well:

The standard literature in this area, starting from Juglar, and continuing through Schumpeter to more recent authors, almost uniformly ignores or misrepresents the large investment mania of the 1830s, whose nature does not fit the stereotypical pattern.

Andrew enjoys taking contrary — often cranky but always well-thought out–  positions on conventional wisdom, so I approached his article with cautious interest.  After all, I thought I knew a little about the railway mania episode.  I had used it myself to illustrate innovation cycles. Like most people, I had focused on the disaster of the 1840′s, so I was drawn immediately into Odlyzko’s argument that during the mania of the 1830′s,  “railways built during this period were viewed as triumphant successes in the end.”:

After the speculative excitement died down, there was a period of about half a dozen years during which investors kept pumping money into railway construction. This was done in the face of adverse, occasionally very adverse, monetary conditions, wide public skepticism, and a market that was consistently telling them through the years that they were wrong.

In other words, the end result of the wildly speculative exuberance of the  1830s was the “creation of a productive transportation system that had a deep and positive effect on the economy.” Investors saw great returns. A shareholder in London and South Western Railway (LSWR) who in 1834 paid a £2 deposit on a share worth £50 and who paid all subsequent calls (totaling £95.5) would have watched the investment grow to 2.31 shares valued at  £200 by mid-1844 and would have received in 1843 alone £4.62 in dividends — a 9.68% annual return.  This defied the more rational demand and cost forecasts:

at the start of the period…in June 1835, such investor would have paid £10, and seen the market value it at £5.5. In fact, over most of the next two and a half years, the market was telling this investor that the LSWR venture was a mistake, as prices were mostly below the paid-up values.

Andrew Odlyzko is a seasoned mathematician who knows better than try to prove a general principle by example.  He says as much in his paper. On the other hand, railway mania has been used for years as an illustration of an innovation cycle, and  Odlyzko has a very different reading of history. The conclusion that is usually drawn from the Railway Mania may lead markets and investors astray because it seriously misrepresents actual patterns. The whole point of a cycle — hype, innovation, or investment mania — is that it can be used as a risk-averse template for rejecting sales pitches that start with “This time is different“.  But that does not mean that it is never different.

Social Fragmentation and the Economic Stagnation of Atlanta’s IT Cluser: Q&A with Danny Breznitz

September 28, 2009

Georgia Tech’s Danny Breznitz and Mollie Taylor just completed a study of how communal roots and a rich complex of social networks can impact the health of high tech clusters and entrepreneurial activity.  Entitled The Communal Roots of Entrepreneurial-Technological Growth? Social Fragmentation and the Economic Stagnation of Atlanta’s IT Cluster, the preprint of their report has, as you might expect from the title, already attracted some attention in Atlanta.

One conclusion of the Breznitz-Taylor report is that the effects of social networks often dominate the availability of other, more quantifiable resources in determining the long-term health of  industries in a region.  Since I devoted my first post to exploring the impact of fluid social mixing on the Silicon Valley culture, I thought it would be interesting to sit down with Danny Breznitz to get his thoughts on why he thinks this is so.

A former Fellow at MIT’s Industrial Performance Center, Danny’s book Innovation and the State won the 2008 Donald K. Price award for the Best Book in Science and Technology Politics.

Danny started out by telling me he had already thought about it in terms of colliding worlds: local economic development and technology entrepreneurs.

Q: My premise in “Proposition 13” is that social mixing is evidence of many other social networks that come into play when new companies are hatched in Silicon Valley.  Do you think that’s true?

A: Yes, we argue in our paper that these kinds of networking relationships increase social capital in a region and that a cluster rich with social capital actually binds key companies and individuals to the cluster. That not only makes it harder for them to leave the region, it increases the supply of specialized talent that startups need,  as well as the ability of disparate players to meet and come together with novel ideas across domains of knowledge.

Q: Your paper has an intriguing title.  What does it mean?

A: We studied the IT industry in the Atlanta metropolitan area to find out why so many apparently successful Atlanta companies leave the region for California or other states.  This is true even for companies that came out of places like Georgia Tech or were founded by Atlanta natives so you would think that the ties to the region were strong.  This is what we mean by stagnation.  The answer seems to be that without a a rich multiplex of social networks cluster development will stagnate.

Q: You say that Atlanta’s High Tech cluster is stagnant.  In what way?

A: Stagnation is a way of describing what happens to a region when there are no local clusters with sustained growth.  Atlanta is still a global leader because of the many technology initiatives that attract entrepreneurs, but over the past ten years or so many of the most promising companies have decided to leave the area altogether.  What is especially problematic is that the most promising high tech startups — the source of future grown — are the ones that are most prone to move away.

Q: Can you give examples?

A: Every data set we looked at told the same story: technology startups with consequence tend to leave Atlanta.  If you look at the Atlanta Business Chronicle’s list of “Top Venture Capital Deals” from 1999 to 2007, for example 42% have left Georgia. In fact, 40% leave within the first three years of getting their first round of VC investment, and hence we become a feeder cluster if you will.  We are in real danger of becoming one big technology incubation center whose successes are raided by other regions.

Q: In the same way that MASPAR left Boston for Silicon Valley?

A: Exactly.  In the case of MASPAR it was the ready availability of all the people, talent, money, and other resources that would be needed to grow a successful company. In the case of Atlanta companies that leave the region, California and the New York/New Jersey areas are by far the most frequent destinations:  California because it is the leading technological cluster and New York because it is the leading financial center. These are also two major sources   of venture capital for the Atlanta technology industry.

Q:  Atlanta touts Georgia Tech, GRA, the proximity of universities, transportation and infrastructure as reasons high tech companies should locate here.  Do you disagree that these are important factors?

A:  This is called “factor availability”. The availability of factors like universities is definitely important for technological entrepreneurial growth. So not only do I agree that these are important but I think that Atlanta and Georgia have been doing a great job in this regard. However, our research indicates that societal variables are just as important and maybe are even more important. There is a growing body of thought among researchers that supports this view from a theoretical standpoint as well. Our findings suggest that if we do not come up with new ideas and policies to change the societal environment of the technology center in Atlanta, we will not enjoy the fruits of our own investments.

Q:  It’s been over a decade since Analee Saxenian noted that flattened hierarchies helped explain the economic disparities between Route 101 in California and Route 128 in Massachusetts.  How does your study add to her insight?

A: Saxenian’s study concentrated on the structure of the high tech industry in Silicon Valley and Boston’s Route 128 and we agree that hierarchical companies make it more difficult to share knowledge and talent. We wanted to understand the situation in Atlanta and to bring all the tools of modern social research to bear on the problem.  In fact, you can argue that Saxenian’s book was talking about social capital, although she did not use that term.

Q: Do you think Atlanta economic development planners have taken those effects into account?

A: We think that the planners have done a good job at emphasizing factor availability which is important in beginning new companies, but corresponding attention has not been given to the health of the local community. Although the factors are necessary, they are not sufficient.  Without a better supply of social capital it will be difficult to sustain cluster growth. On the positive side, the initiatives and leadership of The Enterprise Innovation Institute suggest that Georgia Tech leadership has reached the same conclusions.

Q:  Why the gulf between Entrepreneurs and Economic Development Offices?

A:  I am not sure it’s a gulf. It’s a difficult question because policy planners can only do so much to help.  Economic Developers can influence variables through programs like GRA.  At some point, for example, the personal involvement of top executives from Atlanta’s leading companies needs to be promoted. We should also remember that companies are for profit organizations – if companies believe that they have better chances of maximizing profits or returns for their investors somewhere else they will be under immense pressure to leave. We must realize that and tailor our policies to ensure the these pressures are mitigated and that the perceived advantages of other regions do so not seem to be so high in the eyes of  the people who made relocation decisions: the founders, boards, investors and customers.

Q:  What are the three things that could be most helpful in reinvigorating Atlanta’s high tech cluster?

A: We have to look in the mirror.  It’s easy to reflect on how well we’re doing, but it’s more difficult so say:  “Well, we need to add more attention in these other areas too because what we’re doing now is just not enough.” First, I think a new set initiatives anchored around Georgia Tech should be developed to focus on how current and future large Atlanta companies can maintain closer connections with Atlanta’s high tech industry.  Second, I would like to see renewed attention to stimulating a more local VC industry. VC’s are critical to shaping the social network of the companies in their portfolio and as long as those networks are located somewhere else, local companies will always be at risk for relocating closer to the networks.  Third, I would like to see Atlanta executives more involved at all levels of entrepreneurial activity.  Executives who have “made it” invest their own money in Atlanta, which is important, but that is not same as the many different kinds of social involvement that it would take to embed startups in the region. A leadership group that took on this challenge would be a very good thing for Atlanta.

Q: What should Atlanta business leaders be doing to take advantage of the city’s strengths?

A: In addition to the leadership group?  I think promoting the kind of social mixing that you were talking about in “Proposition 13” and has been so important in other healthy clusters would be a good first step.  The Enterprise Innovation Institute at Georgia Tech has funded us to continue this research, expand and update our databases, and provide more focused policy recommendations.  I hope Atlanta business leaders will also help as our study goes forward.

Q: Are there lessons learned from the situation in Atlanta that can be applied  in other cities?

A: Our findings are based on social networking theory and an approach to data analysis that synthesizes information from many sources.  We think there are lessons from studying the relationship between business-social structure and entrepreneurial growth.  Comparing the findings for Atlanta with other regions would help us understand, for example, whether there are geographic factors that come into play or whether the international environment is important.  I think the main lesson, not only for Atlanta, is that you have to go beyond the traditional view of what is crucial for  high tech growth and take a hard look at the health of your community.