I am happy to announce the release of the doctor “referral” social graph. This dataset, which I obtained using a Freedom of Information Act request against the Medicare claims database, details how most doctors, hospitals and other providers team together to deliver care in the United States. This graph is nothing less than a map of how healthcare is delivered in this country.
For the time being, the only way to get a copy of this data set is to support the Medstartr crowd funding campaign for either $100 (for the viral “open source eventually” version of the data) or $1000 (for the proprietary friendly version of the data, that any business can freely “merge” with other data). If you need consulting around this data, you can buy in at the $5k or $10k levels. Also, we are going to have really awesome t-shirts.
I will be writing a more in-depth technical article about this dataset over on the brand new O’Reilly Strata blog (which focuses specifically on Big Data) so I will gloss over most of the technical details here, with a few important exceptions.
First, when I say a “graph” I am not talking about a diagram. I am talking about a mathematical model that supports nodes and connections between those nodes. These are visualized as diagrams, but it is not possible to really analyze large graphs without a database. In this case, the nodes are doctors, hospitals and other providers and the connections between those nodes represent the degree to which they collaborate on specific patients.
Also, despite my branding to the contrary, this is not strictly a “referral” data set, although a fairly large portion of the data do represent referral relationships. Instead, it depicts the degree to which any healthcare provider “works” on a patient in the same time frame as some other provider. This means, for instance, that many primary care doctors are linked to emergency rooms. But this just means that a patient they were seeing was also seen by the emergency room in the same time period. Referral relationships can be inferred from this data, but not presumed. Continue reading “Tracking the Social Doctor: Opening Up Physician Referral Data (And Much More)”
Filed Under: THCB
Tagged: ACO Wrangler Project, Consumer's Union, Data, Fred Trotter, Freedom of Information Act Request, MedStartr, Micro Incubator, Not Only For Profit, Physician Referral, ProPublica
Nov 5, 2012
Transparency is a powerful tool. Framed properly to illustrate the collaboration between America’s biopharmaceutical companies and physicians, it can empower patients to become more engaged in the care they receive. Transparency can also lead to misinterpretations, discouraging even the most ethical, unbiased doctors from future collaborations that could improve patient health.
ProPublica, whose reporters, Tracy Weber and Charles Ornstein, penned The Times’ Sept. 8 Op-Ed article, “What the doctor ordered,” recently updated its “Dollars for Docs” database of doctors who have received money from biopharmaceutical companies. By listing only names and compensation figures with limited context, patients may assume their care is compromised by tainted doctors. Such an incomplete picture creates unnecessary confusion and, in most cases, is completely unfounded.
We agree with ProPublica that patients should know that many physicians work with biopharmaceutical companies. To be completely transparent, however, they should also know why it benefits them and how the relationship is closely managed to ensure it remains ethical. Continue reading “Why Drug Company-Doctor Interactions Are Good For Patients”
Filed Under: OP-ED
Tagged: Dollars for Docs, PhRMA, physician payment sunshine provision, ProPublica
Oct 10, 2011
In a decade when there are countless really, really important issues to investigate in health care, ProPublica took more than $400,000 and spent it on a rehash of a well known story. The story was about a completely exceptional circumstance that will likely never happen again. The original criminal investigation against the alleged perpetrator of the “crime” was abandoned. And the big important result that this new investigation caused in our health care system? Nothing.
This was a complete waste of resources in an era when very few are available to investigate the major issues in our health care system which cause so many problems for so many people. Could ProPublica really not think of any other major investigative health care story to pursue? Like one that impacts millions of people? They could have asked me for a few suggestions. Instead they went looking for something that was purely sensationalist, akin to the National Enquirer chasing down Tiger Woods.
And now whoever awards Pulitzer prizes has decided that this is the best investigative reporting of any kind done last year. Pathetic.
I repeat–where the hell is Lisa Girion‘s Pulitzer?
Filed Under: Matthew Holt
Apr 30, 2010
The Joint Commission, which accredits four-fifths of the nation’s hospitals, is being accused of misleading consumers about the quality of care at those hospitals and then ignoring suggestions on how to correct the problem.
“The organization that accredits hospitals around the country, and voices support for transparency about hospital quality, has a Web site that obscures the reality of many hospitals’ performance,” said Charles Ornstein, president of the Association for Health Care Journalists (AHCJ) and a reporter for the public-interest journalism group ProPublica . In a March 1 letter sent to Dr. Mark R. Chassin, the Joint Commission’s president and CEO, Ornstein noted that not only has the group not addressed the “navigational issues” raised by AHCJ more than two years ago, but problems that make the commission’s QualityCheck site even less useful have cropped up.
For instance, that “Gold Seal of Approval” for your local hospital? Perhaps it should be called a Gold Seal of Possible Approval. Says the AHCJ: “[It] is misleading because hospitals with conditional accreditation or preliminary denial of accreditation still receive the same gold seal as fully accredited facilities.” Continue reading “Hospital Quality Group Obscures Hospital Quality Reports, Journalists Charge”
Filed Under: OP-ED, The DC
Tagged: AHCJ, Join Commission, Ornstein, ProPublica, Quality
Mar 9, 2010
Four months after we first reported on a sketchy AIDS "charity" with a nationwide fundraising campaign,
authorities have begun to crack down. But the move might not have much
impact if other officials don't follow suit.
The Illinois attorney general alleged in a lawsuit Thursday that the Center for AIDS Prevention
solicited donations illegally and falsified official documents. The
group's fundraising campaign has featured ads on the Web sites of the New York Times, the Chicago Tribune, the Los Angeles Times and others for months, drawing attention to the charity's shady practices.
In March, we noted that the group promoted false health information and ineffective herbal remedies, misled potential donors with claims about its battle to "stop
AIDS," and repeatedly failed to provide a full accounting of how it
spends contributions. Its financial records show no expenses, and there
is no evidence that it has provided any services to people with AIDS,
its stated mission.
Continue reading “Illinois AG: Shady AIDS Charity’s Web Campaign Broke State Law”
Filed Under: Uncategorized
Tagged: California, Corruption, ProPublica, The States, Uncategorized
Jul 28, 2009
Earlier this month, ProPublica and the Los Angeles Times published an investigation detailing the failure of the California Board of Registered Nursing to investigate and discipline nurses accused of misconduct in a timely manner. An examination of all disciplinary cases from 2002 to 2008 found that the board took an average of more than three years to investigate and close them — while the nurses accused of wrongdoing continued to practice without restriction. The day after the story was published, Gov. Arnold Schwarzenegger replaced most members of the board, and its longtime executive officer resigned the day after that.
The fallout has continued. There have been a slew of follow-up editorials and articles in California newspapers. One, in the Los Angeles Times, said of the governor's response: "This time, he acted to protect patients, but where was the gubernatorial outrage when the state Board of Chiropractic Examiners, which included several of Schwarzenegger's friends, was accused in a state audit of similar failures to put consumers first?"
Another, in the San Francisco Chronicle, suggested that "Schwarzenegger shares a measure of blame too: his imposed work furloughs will slow investigations, and his administration should have been on the problem earlier."
Continue reading “After Nurses Investigation, Scrutiny Turns to Other California Health Boards”
Filed Under: Uncategorized
Tagged: California, Nurses, Nursing, ProPublica, The States, Uncategorized
Jul 24, 2009
Gov. Arnold Schwarzenegger replaced most members of the California
Board of Registered Nursing on Monday, citing the unacceptable time it takes to discipline nurses accused of egregious
He fired three of six sitting board members – including President
Susanne Phillips – in two-paragraph letters curtly thanking them for
their service. Another member resigned Sunday. Late Monday, the governor's
administration released a list of replacements.
The shake-up came a day after the Los Angeles Times and ProPublica published an investigation finding that it takes the board, which oversees 350,000 licensees, an average
of three years and five months to investigate and close complaints against
During that time, nurses accused of wrongdoing are free to
practice – often with spotless records – and move from hospital to
hospital. Potential employers are unaware of the risks, and patients have been
harmed as a result.
Continue reading “Schwarzenegger replaces most of state nursing board”
Filed Under: Uncategorized
Tagged: California, Nurses, Nursing, ProPublica, Quality, The States, Uncategorized
Jul 14, 2009
ST. LOUIS — Melody Ping never thought she would be trying to moveout of a nursing home. She lived in a St. Louis apartment for 19 years and worked as an
accountant until two years ago, when she lost her job. Ping, who has
multiple sclerosis, couldn't find new work. When her unemployment ran
out, she ended up on Medicaid in a nursing home.
Ping, 51, is among tens of thousands of people nationwide who want to
live on their own, but instead remain in nursing homes, rehab centers
or state hospitals, often at a higher cost to taxpayers because of a
historic bias toward institutional care.
Ten years ago today, the U.S. Supreme Court said that
bias amounted to discrimination. Now, as disability advocates
celebrate the anniversary of that landmark ruling, they worry the Obama
administration is backing away from a pledge to give more people with
disabilities the option to live at home.
As a senator, Barack Obama co-sponsored the
Community Choice Act, pending legislation that would give
Medicaid recipients equal access to services in the community and not
force them into institutions. But the administration recently said it would
not address the issue as part of its proposed health care
Continue reading “Nursing Homes Get Old for Many With Disabilities”
Filed Under: Uncategorized
Tagged: Disability Rights, Health Care Reform, Long Term Care, ProPublica, Uncategorized
Jul 13, 2009
BY TRACY WEBER
The head of investigations for California’s Department of Consumer Affairs has resigned, continuing the fallout from a Los Angeles Times – Propublica investigation into lengthy delays in disciplining nurses accused of egregious misconduct.
According to a spokeswoman for the California State and Consumer Service Agency, the decision by Lynda Swenson to quit was tied to revelations by The Los Angeles Times and ProPublica about problems at the Board of Registered Nursing. Most investigations of errant nurses are handled by the Division of Investigation, which Swenson headed.
Continue reading “Head of Investigations Unit Resigns”
Filed Under: Uncategorized
Tagged: California, Nursing, ProPublica, The States, Uncategorized
Jul 10, 2009
Congressional hearings generally follow a script. Lawmakers publicly
vent their outrage, administration officials offer plausible defenses,
and the outcome is inconclusive. But this month's airing of complaints
about the government's system for taking care of civilian workers
injured or killed while on the job in Iraq and Afghanistan was notable
for its unanimity.
Republicans and Democrats, Obama administration officials, private
insurance companies and injured contractors all agreed that there are
serious flaws in the Defense Base Act, 
a 70-year-old law that requires federal contractors to purchase special
workers' compensation insurance for employees working in war zones.
The Labor Department, which oversees the system, acknowledged that
it had failed to consistently provide for the needs of the injured.
Insurance carriers complained that tight deadlines and paperwork
requirements were outmoded for the complexities of a war zone. Injured
civilians recounted long, painful battles to get prosthetic legs,
prescription eyeglasses and other basic medical needs.
Continue reading “Broad Agreement that Worker’s Comp Program for War Zone Workers Needs Fixing”
Filed Under: Uncategorized
Tagged: Congress, Military, ProPublica, Uncategorized, Worker's Comp
Jul 4, 2009