‘Landmark’ study from Seville shows immediate results from a bike network

May 31, 2017

Michael Andersen, PlacesForBikes staff writer


Photo: Claudio Olivares Medina.

Which is more important to making a city great for biking: the number of high-quality bikeways, or whether they're connected to each other?

A new study from Spain offers an unexpected answer: The amount of biking actually tracks most closely with the number of bikeways, while the safety of biking tracks most closely with the connectedness of bikeways.

But if you want lots of people biking safely, you eventually need both.

The paper is unique because it draws on a once-in-a-generation opportunity to measure what happens when a big city that has very little biking makes a sudden, massive investment in a biking network.

Seville's bike network was literally a Communist plot


Photo: Steven Vance.

The paper by R. Marqués and V. Hernández-Herrador, published this month in the journal Accident Analysis and Prevention, provides one of the first academic studies of one of the largest rapid bike-infrastructure investments in world history.

In 2003, the 2,200-year-old Spanish city of Seville (population 700,000) voted more Communists than usual onto its city council. (Yes, this is a thing that happens in Seville.) The left-wing party had pledged a major investment in bike transportation — and after they joined a coalition with the center-left Socialist party, they delivered. In 2007 alone, the city built 40 miles of protected bike lanes, a 542 percent increase to the existing 7 miles citywide. It created an imperfect but connected network through the central city.


The evolution of Seville's bikeway map, from 2006 (upper left) to 2010 (lower right). Source: Marqués Sillero, R. (2011) via Pensando el Territorio.

Another 46 miles were installed over the next six years, along with a popular new bike-sharing system. (These six years overlapped, it's worth noting, with the global financial crisis and a particularly deep recession in Spain — national unemployment peaked at 27 percent in 2013. Seville's tourism-heavy region, Andalucia, had the worst job market in the country, and the city itself fared only a bit better.)

Two things started happening in Seville almost immediately: the number of bike trips soared and the risk of a bike trip plummeted.


Source: R. Marqués and V. Hernández-Herrador (2017).

The basic story of Seville's bike boom has been known for a few years. But in their study, Marqués and Hernández-Herrador wanted to know what had happened in what order.

Was biking safer because the protected bike lane network had gotten more people biking (the so-called "safety in numbers" theory)? Or was biking safer because the new barriers reduced collisions directly? And did the change come gradually, or all at once?


Photo: Claudio Olivares Medina.

To explore these questions, the researchers considered four main policy variables:

  • The total length of all bikeways in Seville

  • Whether or not the "starter" network of 2007 had been built (a yes or no question)

  • The number of bike trips in Seville per year

  • The risk that a given bike trip would involve a death or serious injury

That second item is what made their study most unique. Many cities build low-stress networks gradually. Only Seville had built a large connected network in a single year.

"Since the cycle paths existing before 2007 were few and unconnected, there was a qualitative change between 2006 and 2007," the authors write.

In other words, Seville gave scientists a chance to test an important question: How much does bike network connectedness matter?

Here's what they found: bike network connectedness seems to immediately pay off in the form of lower risk to people biking. The risk of a biking trip in Seville seems to have fallen dramatically in 2007 and stayed mostly flat afterward. No other single variable predicted bike safety as well as that single yes/no question: Has a network been built yet?

More accurate still was a formula that took into account both variables 1 and 2: the length of bikeways built and that yes/no question about whether or not the network had been connected.

In other words: Generally speaking, every additional mile of protected bike lane somewhere in the city improved safety. But network connections improved safety most.

The network itself didn't directly boost ridership — at least, not immediately


Photo: Bike Texas.

The most surprising finding of Marqués and Hernández-Herrador is probably that the network connections didn't correlate very well to ridership.

Instead of jumping abruptly as soon as the network was in place, the number of people biking in Seville rose steadily.

Here's what the authors say about this:

Our interpretation is that the primary cause for the aforementioned big drop of risk was the implementation of the network of bikeways, and that the subsequent reduction of risk was the primary cause for the increase in the number of bicycle trips.

It's worth adding that the authors also believe that even as safety was boosting ridership, ridership was also improving safety. They describe their findings as "an independent numerical confirmation of the theory of 'safety in numbers,'" proposed by PL Jacobsen: the rising probability of seeing bikes on the road seems to have boosted safety on streets without dedicated bike lanes.

One possibility Marqués and Hernández-Herrador don't explore is that the network did increase ridership directly … but it didn't do so immediately. It's plausible that infrastructure-related biking increases are inherently gradual. New bike lanes may lay in wait for their future users to experience a triggering event like a new home, new job, fuel price spike or personal income shock.

In any case, the paper offers strong evidence that even massive network investments can't drive instantaneous ridership change.

In an email, American biking scholar John Pucher called the article "a landmark study":

No one knows cycling in Sevilla better than Prof. Marqués. His data for Sevilla are superb, his statistical analysis right on target, and his conclusions are definitely justified by the data and analysis. This is a very important article because it examines more carefully than any previous academic article the various impacts of expanded and improved cycling facilities over time.

Pucher said the new finding "fully reinforces" his own Feb. 2017 article in the American Journal of Public Health, which used an overview of data from many wealthy countries to conclude that "constructing physically separated, protected cycle tracks and providing key connections within the overall bikeway network are the most effective bikeway investments."

"Simply racking up total bikeway mileage by putting down stripes for unprotected bike lanes is obviously cheaper," Pucher said. "But it does not attract nearly as much new cycling."

PlacesForBikes helps U.S. communities build better biking, faster. You can follow us on Twitter or Facebook or sign up for our weekly news digest about building all-ages biking networks. Story tip? Write michael@peopleforbikes.org.

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