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Guest post: Adjusting for variation in bike counts (contribution from Krista Nordback)

The following is a guest post from Krista Nordback, PhD Candidate in Civil Engineering at the University of Colorado Denver and member of the Active Communities / Transportation (ACT) Research Group——-

PictureWith the bicycle arms race underway (which is a good thing because peer pressure always helps communities do more), it’s really hard to know who is winning.  If you read the blurbs, every city claims to be winning because every city is seeing gains in their bicycle counts. But how consistent are the counting approaches? How robust are the counting approaches? Even with consistent and robust approaches, how does one account for geographic or climate variations. Does a high bike count in Minneapolis during a sunny and 70 degree day ensure the same in mid January?  Probably not.

What is the best way to  compare cities with high counts in the summer, and low counts in the winter to cities with balmy weather all year round?  One way, borrowed from the motorized traffic world, is to calculate an average daily count for the whole year (aka AADT).  The National Bike and Pedestrian Documentation Project has done just that, offering factors to annualize your hourly bike and pedestrian counts.  While this was a notable step forward 4 years ago, it’s far from definitive. 

First, the idea that we can create one set of factors for the entire country leads to major inaccuracies.  Clearly, cultural, climate and terrain vary from city to city, which impact riding habits.  Furthermore, it may lull cities into thinking they don’t need their own continuous automated counts at all since it’s being done at the national level.

Second, annualizing counts based on a one or two hour count inherently lead to more inaccuracies.  There’s a reason traffic engineers abandoned the practice decades ago.  Even with relatively stable traffic counts, one or two hour counts leads to wildly varying estimates.  Basing estimates of annual average daily bicyclists (AADB) on one hour counts can be off by as much as six times actual AADB! 

Here’s the good news!  Cities around the country are installing their own automated bicycle and pedestrian counters that capture traffic 365-24-7.  Permanent automated counts sites provide cities the data they need to create their own, city specific annualization factors.  And, portable automated counters can count for a week at a time at various locations around the city giving a much better estimate of volumes at the location than an army of well meaning volunteers.

The time has come for the bicycle community to realize what motor traffic engineers have known for decades.  Too small a sample size (e.g., a 2 hour bike count) can be WORSE than nothing.  Let’s put those well-meaning volunteers to work doing something more meaningful, like moving, protecting, and maintaining our automated bike counters.  Only then can we robustly compare bike counts on the Midtown Greenway in Minneapolis to those on the Lance Armstrong Bikeway in Austin.


  1. greg
    greg 04.11.12

    >Thanks Krista! By the way, let me know if you'd need those counts on the Lance Armstrong Bikeway.

    Greg Griffin, AICP
    Senior Planner, Capital Area Metropolitan Planning Organization
    Lecturer, Texas State University-San Marcos gg34(at)

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