As Massachusetts ponders ride-sharing regs, where’s the data?

Today, hearings begin at the Massachusetts state house over how to regulate the budding ride-sharing / on-demand transportation industry (Uber, Lyft, et al).

Adam Vaccaro over at has a good summary of the various competing bills — a pro-Uber bill that welcomes new Transportation Network Companies (TNCs) with relatively light-touch regulation, and a pro-taxi industry bill that makes it harder for TNCs to operate.

As I’ve written about before, I think the emergence of ride sharing, on-demand, TNCs is a good thing.  It makes getting around the city easier and safer, and it provides a flexible opportunity for work.  And, as cities ponder how to regulate them, they need to think differently — looking at the data-driven trust and safety techniques the TNCs bring to bear as a “regulatory innovation” rather than a threat to traditional law & order.

I call it “regulation 2.0” – thinking about public sector regulation the same way platforms (uber, etsy, airbnb, ebay, etc) think about “trust and safety”, by loosening up-front requirements for participation in exchange for data-driven accountability:

moving from this:


to this:


So, looking at Massachusetts, what’s the one thing missing from any of the proposals?  Data.

The proposals cover important issues like insurance and passenger safety, and largely differ on how easy it is for platforms and drivers to get started.  But none of them make any mention of the data being generated by these platforms, why it matters, and what it can be used for.

I recently spoke with someone in the NYC Mayor’s office about their ongoing efforts to understand the impact of TNCs on the city, and to regulate appropriately.  As a refresher, NYC recently dropped their bid to regulate the supply of Uber drivers and instead opted to study the impacts of TNCs on city traffic.

It became clear to me that the city is basing its regulatory decisions on very little data.  The Department of Transportation doesn’t have reliable, standardized, longitudinal data, the Taxi & Limousine Commission (the taxi industry’s regulator) doesn’t keep usable data, the city doesn’t have partnerships with other transportation data networks (for example, Google/Waze, Verizon, AT&T, etc).

My argument, then, is that a primary point of negotiation between cities and TNCs (and any other web/mobile powered network that intersects with regulated aspects of the city — food, housing, etc) should be about access to data.  For web/mobile platforms, data is a huge asset, yet for cities it’s not even on the table.

Of course, this has to be a trade.  No platform would be willing to share performance data without a proper incentive.  And my point is that the incentive should be fewer traditional regulations, and more freedom to operate, in exchange for data sharing.

Further, data negotiated by cities in these situations should be available publicly, to enable independent analysis by third parties.  Not only do cities not have the internal capacity to analyze such data, but they also want any conclusions they draw to be verifiable and peer-reviewable.  Just like science.  So that, if and when they do decide to enforce regulations, they have a leg to stand on

One saving grace is that this conversation is happening over and over again in cities across the world, so we’ll see many permutations of solutions and outcomes, and hopefully some cities will start to get it right and get the best of both worlds: more competition, more experimentation.  Less regulation, more data.  Better transportation and safer, more convenient cities.

2 thoughts on “As Massachusetts ponders ride-sharing regs, where’s the data?

  1. My question is, will these companies find public access to their data a threat? Will they consider such demand as an alternative form of ‘regulation’?


    1. yes definitely. that’s why it has to be a trade — a data-driven approach **instead of** a permission-driven approach.

      In other words, regulators can’t just ask for data and expect to get it with out trading relaxed regulations somewhere else for it


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