Posts

Showing posts with the label parking

When “Good Enough” Isn’t Good Enough

Image
If you’re using the crowd to solve complex problems, you need to understand where and why the system fails for some people, not just how it works for most. Community surveys are everywhere. They’re quick, familiar, and often treated as the voice of the residents. But what if that voice is only telling part of the story? Our latest paper, “Calibrating Resident Surveys with Operational Data in Community Planning,” takes a closer look at a simple but important question: what do survey responses actually measure? At first glance, a result like “85–90% satisfaction” sounds reassuring. But averages can be misleading. They combine very different experiences into a single number - masking the fact that some residents encounter problems frequently, while others rarely do. Satisfaction, it turns out, is not uniform. It depends on when you visit, how often you use a facility, where you live, and what you expect. This paper introduces a new way to interpret survey results by linking them dire...

Smart Parking on a Shoestring: Data-Driven Solutions for Growing Communities

Image
In our latest podcast, we explore how a team tackled a deceptively simple yet expensive challenge: measuring parking usage in fast-growing communities. Their solution? A blend of pneumatic road tubes, portable traffic counters, and some smart Python scripting. Using Tellico Village as a testbed, the project highlights how communities can get accurate, actionable parking data without busting the budget or requiring constant manual observation. It’s a great case of data and practicality coming together to solve real problems. Stretching Rubber, Not Budgets: Accurate Parking Utilization on a Shoestring Your browser does not support the audio element. Other PODCASTs: https://aurametrix.com/podcasts REFERENCE Christopher K. Allsup. Stretching Rubber, Not Budgets: Accurate Parking Utilization on a Shoestring.   arXiv:2502.09877  [eess.SY]   https://doi.org/10.48550/arXiv.2502.09877    [Subm...