I think the below map from the article, depicting population density by county, starts to show how uneven the economic landscape is across the US. Porter puts it this way: “This is the inescapable reality of agglomeration, one of the most powerful forces shaping the American economy over the last three decades.”

But, of course, we don’t really have a solution to this problem. Some are suggesting employment subsidies, such as the earned-income tax credit. While others are suggesting that we need to make it easier to build in the large blue spikes shown above. That way we’ll be able to more affordably accommodate the people who will ultimately need to move from rural to urban.
While this latter suggestion may seem grim for small-town America, it is perhaps a reminder of what cities really are at their core: Cities are labor markets. They are the places where people come to get a job and make money.
We often talk about agglomeration economies in terms of their horizontal clustering within cities. But a new paper in the Journal of Urban Economics – summarized here by Richard Florida – has looked at the other dimension: the vertical clustering of economic activity within tall buildings.
Here is an excerpt from Florida’s piece in CityLab:
Economic activity is also sorted vertically, with higher-profile and more profitable firms occupying higher building floors. Law offices are disproportionately represented on the highest floors, taking up more than a third of floor space above the 40th floor, compared to 12 percent of floor space between the second and 40th floors. Finance, insurance, and real estate take up roughly 20 percent of floor space above the 40th floor, compared to 23 percent between the second and 40th floors. Business services, engineering, and miscellaneous other industries are also more likely to take up more space below the 40th floor.
The other takeaway is that there appears to be a greater rent premium attached to higher floors (vertical movement) than for being located closer to the central business district (horizontal movement). This surprised me. But I also don’t have access to the full paper. Is the dataset just US cities?
Nevertheless, the idea of a vertical city interests me a lot. And I agree with the authors of the report that, for perhaps obvious reasons, it is far less studied compared to horizontal development patterns.

This morning I came across the below graph in a Medium article by Eric Jaffe of Sidewalk Labs. It is taken from a research paper by Elisabeth Ruth Perlman called, Dense Enough To Be Brilliant: Patents, Urbanization, and Transportation in Nineteenth Century America.

I think the below map from the article, depicting population density by county, starts to show how uneven the economic landscape is across the US. Porter puts it this way: “This is the inescapable reality of agglomeration, one of the most powerful forces shaping the American economy over the last three decades.”

But, of course, we don’t really have a solution to this problem. Some are suggesting employment subsidies, such as the earned-income tax credit. While others are suggesting that we need to make it easier to build in the large blue spikes shown above. That way we’ll be able to more affordably accommodate the people who will ultimately need to move from rural to urban.
While this latter suggestion may seem grim for small-town America, it is perhaps a reminder of what cities really are at their core: Cities are labor markets. They are the places where people come to get a job and make money.
We often talk about agglomeration economies in terms of their horizontal clustering within cities. But a new paper in the Journal of Urban Economics – summarized here by Richard Florida – has looked at the other dimension: the vertical clustering of economic activity within tall buildings.
Here is an excerpt from Florida’s piece in CityLab:
Economic activity is also sorted vertically, with higher-profile and more profitable firms occupying higher building floors. Law offices are disproportionately represented on the highest floors, taking up more than a third of floor space above the 40th floor, compared to 12 percent of floor space between the second and 40th floors. Finance, insurance, and real estate take up roughly 20 percent of floor space above the 40th floor, compared to 23 percent between the second and 40th floors. Business services, engineering, and miscellaneous other industries are also more likely to take up more space below the 40th floor.
The other takeaway is that there appears to be a greater rent premium attached to higher floors (vertical movement) than for being located closer to the central business district (horizontal movement). This surprised me. But I also don’t have access to the full paper. Is the dataset just US cities?
Nevertheless, the idea of a vertical city interests me a lot. And I agree with the authors of the report that, for perhaps obvious reasons, it is far less studied compared to horizontal development patterns.

This morning I came across the below graph in a Medium article by Eric Jaffe of Sidewalk Labs. It is taken from a research paper by Elisabeth Ruth Perlman called, Dense Enough To Be Brilliant: Patents, Urbanization, and Transportation in Nineteenth Century America.

What this chart shows is patents issued – a proxy for innovation – in all U.S. counties between 1790 and 1900. This data is then compared against access to transport, such as rail. The discovery is a statistically significant relationship between innovation (patents issued) and rail (transport) access.
The spike in the 1850s (shown above) is as a result of increased rail access.
But Perlman takes it a step further and asks: what is causing this spike in innovation? Is it because inventors and creators started responding to the larger market now accessible to them because of rail connectivity? Or did transportation somehow improve productivity and the flow of information?
To answer this question, she dug into the patents themselves (over 700,000 of them) to try and identify how ideas and key words were spreading. What she found is that rail access alone doesn’t encourage innovation. References to new technologies did not increase.
What mattered was what happened locally. Transportation improvements promoted urbanization and density during her study period, and that’s what drove innovation. Connectivity created agglomeration economies at the local level.
Obviously a lot has changed since the 19th century. But whether it’s rail connectivity or internet connectivity, have the rules really changed? Place still matters. What happens locally still matters. Perhaps even more.
This is an important lesson to consider as we build our cities and invest in transportation. Rail alone isn’t enough. What matters more is what we build around it. Are we dense enough to be brilliant?
What this chart shows is patents issued – a proxy for innovation – in all U.S. counties between 1790 and 1900. This data is then compared against access to transport, such as rail. The discovery is a statistically significant relationship between innovation (patents issued) and rail (transport) access.
The spike in the 1850s (shown above) is as a result of increased rail access.
But Perlman takes it a step further and asks: what is causing this spike in innovation? Is it because inventors and creators started responding to the larger market now accessible to them because of rail connectivity? Or did transportation somehow improve productivity and the flow of information?
To answer this question, she dug into the patents themselves (over 700,000 of them) to try and identify how ideas and key words were spreading. What she found is that rail access alone doesn’t encourage innovation. References to new technologies did not increase.
What mattered was what happened locally. Transportation improvements promoted urbanization and density during her study period, and that’s what drove innovation. Connectivity created agglomeration economies at the local level.
Obviously a lot has changed since the 19th century. But whether it’s rail connectivity or internet connectivity, have the rules really changed? Place still matters. What happens locally still matters. Perhaps even more.
This is an important lesson to consider as we build our cities and invest in transportation. Rail alone isn’t enough. What matters more is what we build around it. Are we dense enough to be brilliant?
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