In his THCB essay, “Why We Have So Little Useful Research on ACOs,” Kip Sullivan correctly notes we know surprisingly little about the ACO program. (While he identifies Medicare, Medicaid and commercial plan ACOs, here I’m referring specifically to the Medicare Shared Savings Program (MSSP) ACOs that account for two-thirds of all ACOs.) Why there is little useful research is however not due to the two reasons Mr. Sullivan proposes. To understand why we lack useful ACO research look no further than the agency that manages the MSSP.
Mr. Sullivan’s explanations are: since ACOs have been defined amorphously or aspirationally they cannot be assessed based on a prescribed set of activities or services; and, policy analysts have been “cavalier” program performance-related evidence. Neither explanation is correct. Medicare ACOs are defined regulatorily in great detail. This fact is made obvious by the, to date, 430-relevant Federal Register pages. Generally defined MSSP ACOs are a model of care delivery that increasingly shifts financial risk from the payer to the provider in order to reduce spending growth and, though less definitively determined, improve care quality and patient health outcomes. An MSSP ACO’s “prescribed activities” are simply to provide beneficiaries all necessary Medicare Part A and B services. To define them beyond that or to expect the same precision or efficacy in delivering timely, comprehensive, population-based health care as administering a single prescription drug, as Mr. Sullivan would like, is impossible. Arguing ACO researchers or stakeholders are “cavalier” about how best to define and measure the program ignores, among other things, the fact CMS received over 1,670 comment letters in response to the agency’s 2011 and 2014 proposed MSSP rules.
The term “Big Data” emerged from Silicon Valley in 2003 to describe the unprecedented volume and velocity of data that was being collected and analyzed by Yahoo, Google, eBay, and others. They had reached an affordability, scalability and performance ceiling with traditional relational database technology that required the development of a new solution, not being met by the relational data base vendors.

Donald Trump is leading in the polls and could become the Republican nominee and maybe even President. He has not been specific on healthcare. I asked Scottish-Canadian-Californian healthcare futurist Ian Morrison to conduct an interview with Trump, figuring that Morrison would have an in with Trump given Trump’s praise for Scottish and Canadian healthcare. Not entirely coincidentally Ian is my old boss & mentor and will be a keynote speaker at