A joint effort by New York City, San Francisco, and Yelp brings government health data into Yelp reviews.
One of the key notions in my “Government as a Platform” advocacy has been that there are other ways to partner with the private sector besides hiring contractors and buying technology. One of the best of these is to provide data that can be used by the private sector to build or enrich their own citizen-facing services. Yes, the government runs a weather website but it’s more important that data from government weather satellites shows up on the Weather Channel, your local TV and radio stations, Google and Bing weather feeds, and so on. They already have more eyeballs and ears combined than the government could or should possibly acquire for its own website.
That’s why I’m so excited to see a joint effort by New York City, San Francisco, and Yelp to incorporate government health inspection data into Yelp reviews. I was involved in some early discussions and made some introductions, and have been delighted to see the project take shape.
My biggest contribution was to point to GTFS as a model. Bibiana McHugh at the city of Portland’s TriMet transit agency reached out to Google, Bing, and others with the question: “If we came up with a standard format for transit schedules, could you use it?” Google Transit was the result — a service that has spread to many other U.S. cities. When you rejoice in the convenience of getting transit timetables on your phone, remember to thank Portland officials as well as Google. Read more…
This is the beginning of a great rewiring of every aspect of business processes and interactions.
Back in 2003, Dave Stutz, in his parting letter to Microsoft, wrote a prescient line about the future of technology: “Useful software written above the level of the single device will command high margins for a long time to come. Stop looking over your shoulder and invent something!” Software above the level of a single device! That line stuck with me, and has been a foundation of my thinking and writing ever since, helping to shape both The Open Source Paradigm Shift and What is Web 2.0?
But this line has never seemed more prescient than today, in the new wave of software that blends mobile devices in the hands of more than one person, big data back ends, and a profound re-imagination of services, business processes, and interfaces. Yesterday’s announcement that 7,000 Starbucks locations now accept Square Wallet drives home just how much technology is changing the game for business. It isn’t just the web, big data, or even mobile, it’s the combination of them all into new systems of interaction between companies and their customers.
If you’ve never experienced the magic of walking into a coffee shop, having the cashier glance down at their iPad-based Square Register to verify your face and payment credentials already provided by your phone’s automatic check-in, and buying your coffee simply by confirming your name, you haven’t yet tasted the future.
Square Wallet and Square Register aren’t just mobile applications, they are a profound rethinking of the entire business process of buying something at a retail location. They combine not just one but two mobile applications, a cloud-based data backend with payment information, identity, and perhaps even your purchase preferences at a merchant you frequent, location-based check-in, and more, all woven into a seamless experience. Software above the level of a single device. Retail will never be the same again. Read more…
Voice your support for a proposed federal rule that expands patients' access to test results.
I’m convinced that there’s a wave of innovation coming in healthcare, driven by new kinds of data, new ways of extracting meaning from that data, and new business models that data can enable. That’s one of the reasons why we launched our StrataRx Conference, which focuses on the importance of data science to the future of health care.
Unfortunately, much of the data that will enable an entrepreneurial explosion is still locked up — in paper records, in proprietary data formats, and by well-intentioned but conflicting privacy regulations.
We’re making progress towards open data in healthcare, but there are still so many obstacles! Ann Waldo recently introduced me to one of these.
A 2009 law modernized patient access rights by allowing individuals to get copies of their medical records in electronic format. Unfortunately, however, these patients’ access rights surprisingly do not include lab test results – one of the types of medical records that people are most likely to find urgent and useful. Due to the interaction of HIPAA (the Federal medical privacy law), CLIA (a Federal laboratory regulatory law), and state laws, patients can only get direct access to their their test results from labs in a handful of states.
A recent New York Times story highlighted just how much pain and suffering can be caused by this inability to get access to your own lab results.
In 2011, the Department of Health and Human Services put forward a proposed Rule that would give patients the right to get their test results directly from laboratories. This Rule is still waiting to be finalized. In hopes of breaking the logjam, O’Reilly Media and a variety of other players have written a consensus letter that voices our whole-hearted support for that proposed Rule and encourages the Federal government to finalize it promptly.
We’d love to invite you to join us in signing this letter.
Patients’ rights should include direct access to their lab results, just like all their other medical records!
Data science and technology give us the tools to revolutionize health care. Now we have to put them to use.
“The best minds of my generation are thinking about how to make people click ads.” — Jeff Hammerbacher, early Facebook employee
“Work on stuff that matters.” — Tim O’Reilly
In the early days of the 20th century, department store magnate John Wanamaker famously said, “I know that half of my advertising doesn’t work. The problem is that I don’t know which half.”
The consumer Internet revolution was fueled by a search for the answer to Wanamaker’s question. Google AdWords and the pay-per-click model began the transformation of a business in which advertisers paid for ad impressions into one in which they pay for results. “Cost per thousand impressions” (CPM) was outperformed by “cost per click” (CPC), and a new industry was born. It’s important to understand why CPC outperformed CPM, though. Superficially, it’s because Google was able to track when a user clicked on a link, and was therefore able to bill based on success. But billing based on success doesn’t fundamentally change anything unless you can also change the success rate, and that’s what Google was able to do. By using data to understand each user’s behavior, Google was able to place advertisements that an individual was likely to click. They knew “which half” of their advertising was more likely to be effective, and didn’t bother with the rest.
Since then, data and predictive analytics have driven ever deeper insight into user behavior such that companies like Google, Facebook, Twitter, and LinkedIn are fundamentally data companies. And data isn’t just transforming the consumer Internet. It is transforming finance, design, and manufacturing — and perhaps most importantly, health care.
How is data science transforming health care? There are many ways in which health care is changing, and needs to change. We’re focusing on one particular issue: the problem Wanamaker described when talking about his advertising. How do you make sure you’re spending money effectively? Is it possible to know what will work in advance?
Cyberwarfare needs to be framed far more broadly.
When we hear the term “cyberwarfare” we think of government-backed hackers stealing data, or releasing viruses or other software exploits to disrupt another country’s capabilities, communications, or operations. We imagine terrorists or foreign hackers planning to destroy America’s power grid, financial systems, or communications networks, or stealing our secrets.
I’ve been thinking, though, that it may be useful to frame the notion of cyberwarfare far more broadly. What if we thought of JP Morgan’s recent trading losses not simply as a “bad bet” but as the outcome of a cyberwar between JP Morgan and hedge funds? More importantly, what if we thought of the Euro’s current troubles in part as the result of a cyberwar between the financial industry and the EU?
When two nations with differing goals attack each other, we call it warfare. But when financial firms attack each other, or the financial industry attacks the economy of nations, we tell ourselves that it’s “the efficient market” at work. In fact the Eurozone crisis is a tooth-and-claw battle between central bankers and firms seeking profit for themselves despite damage to the livelihoods of millions.
When I see headlines like “Merkel says Euro Rescue Funds Needed Against Speculators” or “Speculators Attacking the Euro” or “Banksters Take Us to the Brink” it’s pretty clear to me that we need to stop thinking of the self-interested choices made by financial firms as “just how it is,” and to think of them instead as hostile activities. And these activities are largely carried out by software trading bots, making them, essentially, a cyberwar between profiteers and national economies (i.e. the rest of us).
Examples of our evolving media landscape.
I’ve been thinking for some time how the web is “legacy” software, and that so many media companies just getting on the web are already behind the curve. This tweet says it all.
Or almost all. Because of course, the web isn’t just one thing. At Vidcon a couple of weeks ago, I was struck by the remark of one panelist, a young YouTube video star, advising his peers to get a Facebook page as well as their YouTube channel: “The audience there is older, and more male, but it’s still worthwhile….”
So even though YouTube is older than Facebook, the audience is younger…
It’s a wonderful, evolving media landscape these days. So much change, so much opportunity!
A common and honest essence unites characters and businesses alike.
Why is the "Captain America" film a better adaptation than "John Carter"? Because "Captain America" understands the essence of what matters about the main character. The same notion applies to the authenticity of business brands.
The goal of the Health Data Initiative is to be the NOAA of health data.
The Health Data Initiative’s annual “Health Datapalooza” is behing held June 5-6 in Washington, D.C. The deadline for applications is just a few weeks away (March 30).
Todd Park is a guy who could do literally anything he put his mind to, and he's taking up the challenge of making our government smarter about technology.
Thoughts on a large and hard-to-measure economy.
Tim O'Reilly: "It's quite clear to me that there is a new economy of content that is quite possibly larger than the old one, but just not as well measured, because we measure value captured, not value created for users."