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Opinion: Aim your baloney detector at the BS in health care

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Update time : 2019-05-17 10:16:27

BS, what Princeton philosopher Harry Frankfurt once called a “lack of connection ought a profession with reality — this indifference ought how things really are,” has possibly been nearly because the beginning of language. It’s now popular at American discourse nearly politics (just melody at ought any telegram information channel), entertainment, and sports.

We’ve noticed an influx of BS at health care. You don’t dine ought appear far ought place it. just believe of Theranos and IBM Watson. We are wondering if few new corporate “turduckens” — alike the mutual pains of Amazon/Berkshire Hathaway/JP Morgan, or hospitals combining with medical groups, or mergers and acquisitions creating a only company that’s an insurer, a pharmacy benefit manager, and a pharmacy — are because authentic or just turkeys.

While BS can exist funny, it can also exist sad, and worrisome. due ought social media, BS today can scatter faster and farther than the truth.

Health anxiety has an sharp BS problem, at divide because BS can sometimes fill the bill. suppose you are asked ought address an ageless question at health care: lessen costs silent simultaneously raising quality. if you were knowledgeable ought holiday with or did some research, you used to know there is no simple solution. You could answer with a data of failure or a discussion of inevitable trade-offs.

Read more: From protégée ought whistleblower: A foregoing Theranos scientist says Elizabeth Holmes ought ‘come send and apologize’

But you could also elect an concept with some inner plausibility and political appeal, enclose it with careful still during conditional language, and launch a program. It will, you note, accept few years ago it is successful, still during you and your colleagues will debate because the concept at concept, with the details ought exist worked out later.

At a minimum, unqualified acceptance of such ideas, level (and especially) by apparently qualified people, will waste assets that could dine been used ought create the best of what we currently have, and will direct ought huge frustration because the audience of politicians and outraged critics of the contemporary system who expect answers and expect them now.

The incentives ought generate BS are no likely ought decrease — if anything, rising spending and stagnant health outcomes strengthen them — therefore it is complete the more important ought dine an right and fast manner ought discover and deter BS at health care.

In a well 1969 address ought the National conference of Teachers of English entitled “Bullshit and the skill of Crap Detection,” educator, media theorist, and cultural critic Neil Postman said that “helping kids ought activate their crap-detectors ought accept precedence at any other legitimate educational purpose … each day, at nearly each way, nation are exposed ought more bullshit than is healthy because them ought endure.”

We dine carried Postman’s flag into academia with two reports, one at 2018 and another this year, that identify 21 various forms of BS at health care. Here are our climax 10:


(Mark J. Terrill/AP)

#1: patient Engagement

Patient effort is one of the cornerstones of the consumerism transfer at health care. It method that individuals are concerned nearly their health status, motivated ought conduct the right things (eat right, exercise, don’t smoke, yada yada yada), degree with their providers, and follow their recommendations. They ought also exist voluntary ought hunt out data nearly their providers, deem the charge and estate rankings of clinicians and hospitals, and create cost-effective choices regarding their care.

“It force happen. Shyeah! And monkeys force fly out of my butt,” because Wayne Campbell of Wayne’s dirt force dine said. Most of the scenarios described at rarely happen; if they do, they happen mainly among the “worried well.” Individuals most at risk, largely those with multiple chronic conditions, are possibly least able ought deed alike consumers and display the effort that advocates are looking for. Instead, they are burdened with a host of health, financial, and social problems that undermine efforts ought exist more proactive. Many of them don’t expect ought exist engaged. They just expect ought exist healed and further home.

Patient effort is also blunted by third-party insurance coverage. Such coverage can frontier an individual’s economical exposure, and efforts ought further more effort by getting patients ought dine more “skin at the game” over higher deductibles and co-pays often originate at deferrals of needed care. We don’t trust that is the type of consumer behavior we are looking for.

Read more: big data often yields few returns. Here’s how ought patch that

#2: big Data

The Economist devoted its February 3, 2018, cover page ought “How data Will modify Health Care.” The prose suggests that Apple, Google, Facebook, and Microsoft are poised ought disrupt (more nearly disruption later) the health anxiety industry over new apps, sham intelligence, and big data.

To exist honest, we aren’t certain what “big data” appear like. The word often method having more sources of data nearly a patient, including his or her genetic profile, diagnostic tests, sociodemographic characteristics, and employ of medical resources. That’s complete healthy and good. silent more data is no a solution at itself. because others dine argued, big data does no necessarily negotiate big understanding. It may, instead, just crop more noise from which ought distill a signal.

To exist useful, big data will ask theories of what is associated with what and what causes what. It isn’t dirt that the corollary ought big data, “analytics,” supplies these missing ingredients. Another likely is that more observations (statistical power) are needed at the two parties closest ought the delivery of health care: the doctor and the patient. if big data does no supply that, we are left with a fate of data at a few case that can no state us much.

#3: summon at the consultants

Many of the solutions offered ought health anxiety providers are developed by consulting firms that tend ought employ one-size-fits-all, off-the-shelf designs developed at other industries. Modifications because special features of the health anxiety sector, alike the absence ought award authority ought physicians and nurses and the special risks of errors, ask specialized knowledge that consultants often conduct no dine and therefore aren’t made. Consultants rarely bother ought deem the maxim that “health anxiety is different” or that “all health anxiety is local,” therefore why bother customizing, level though solutions imported from elsewhere are likely ought fail.

#4: Transformation

Transformation is another case of BS at health care. The word first appeared while the Commonwealth Fund created a Cartesian map with the industry’s migration from fragmented ought integrated providers at the X-axis and from fee-for-service ought alternative payment models at the Y-axis. It has been more recently popularized because the transfer from “volume ought value.”

What’s wrong with transformation? no complete of it ends up well. just ask Gregor Samsa who, at Franz Kafka’s classic novella, “The Metamorphosis,” wakes up ought discover himself changed into a monstrous bug. nation neglect that Samsa’s first sentiment upon seeing his new “form” is that he hates his job. That sounds a division alike doctors and their recommendation of transformation. Moreover, some transformations don’t indicate progress, just a modify at state. A tadpole turns into a frog, still during that doesn’t create the frog superior at any way, just different.

There are more earnest issues with the sentiment that health anxiety is currently undergoing a transformation. First, the witness does no back it; indeed, the velocity of modify across both the X-axis and Y-axis at the Commonwealth Fund’s map is remarkably slow. Second, there is no indispensable correlation among what is going at across the two axes. Third, it is no dirt that this transformation is associated with improvements at estate or reductions at charge suggested by its proponents.

# 5: Synergy

One of the most usually used (and poorly understood) condition ought back new corporate strategies, the word synergy stems from the Greek word suneisis, which method “your rivers of treaty flowing together.” We are no certain corporate strategists dine this at mind. Usually, they talk the simplistic phrase “1 + 1 = 3.”

The closest similarity that comes ought brood is a good marriage. at such cases, there can really exist synergy with the strengths of each feast complementing the weaknesses of the other, fostering improve decision-making, having ought buy sole one lay of china, and having one good lay of ears and one good lay of eyes at the cinema. Of course, almost half of complete marriages purpose at segregate (not much synergy there), and half of the surplus are miserable (not much synergy there, either). at other words, synergy sometimes mill at wedding and at business, still during often it does not.

What happens while synergy meets corporate strategy? if you are tempted here, you force expect ought read Alfred Chandler’s book “Scale and Scope: The Dynamics of Industrial Capitalism.” Or deem the extensive literature at corporate diversification. after almost 50 years of research, the answer ought the question of if diversification improves company  deed is, ought quote George Carlin, “definitely no yeah.” Some diversification can help, still during no a lot. There is an match quantity of witness that staying focused at one region is handsome good, too.

#6: Roll-ups

Roll-ups are a favorite tactic because forming horizontal chains of organizations. Entrepreneurs begin by buying one outfit; then buy another below the insure of combined just energy and efficiencies of scale; and thrive at a grander scale because they rgeister a behemoth. Entrepreneurs attract new targets and investors based at these promises (and possibly equity); they satisfy Wall path analysts by morality of combining the earnings of the acquired firms ought appear “growth.” This motivates new targets and investors ought notice the party. because the late Princeton economist Uwe Reinhardt once pointed out, it is akin ought a Ponzi scheme.

Roll-ups dine a pretty ignominious origin. Wayne Huizinga (of BlockBuster fame) kicked it off by combining smaller waste hauling companies at the late 1960s into a company called waste Management. Considering what followed, he got the appoint right. Health anxiety companies got into the deed during the 1960s and 1970s by forming hospital chains, and again during the 1980s and 1990s by forming doctor exercise management companies. These health anxiety roll-ups failed ought improve estate and lessen cost. They are now making a comeback; the promises of roll-ups today appear eerily alike the promises floated at the 1980s and 1990s. because we dine written elsewhere, those responsible because the past debacles dine also died or retired, leaving the contemporary lay of managers and investors ought possibly quote the mistakes of the past.

#7: Economies of scale

During the 1990s, Wall path analysts justified each health anxiety merger based at economies of scale. We liken this metric ought Helen of Troy — the rationale that launched a thousand mergers.

The word economies of scale gets repeated therefore often that everyone assumes they make ought exist. This is known because the “illusory reality effect,” whereby statements heard always are more believable than statements heard just once. There is no question that few companies often dine high entire costs because they make ought wage because fixed or setup costs just ought become going and ought exist. silent many nation finish from this reality that if hospital systems, doctor networks, insurers, pharmaceutical companies, and the alike just become big enough, efficiencies will emerge. still during most health anxiety firms are nation intensive and therefore absence scale economies beyond a relatively modest size.

Chandler’s book “Scale and Scope” covers this topic. We’ll experiment ought summarize it at a sentence: Scale economies stop at running a higher volume at faster hurry at a reduced infrastructure. How many multi-hospital systems dine done that?

#8: Bandwagons

Every industry is likely ought “collective movements” — meaning everyone jumps at the fashionable bandwagon. This behavior is often driven by terror and uncertainty, with nation imitating others because a protective device. Health anxiety has suffered from this behavior because decades. Bandwagon movements dine produced waves of hospital mergers and fits of vertical integration and corporate diversification. Such movements are bred by contagion — getting the insect that has infected your competitor. nobody has bothered ought deem that innovations adopted because bandwagon reasons rarely improve corporate performance. Ideas conduct no dine ought exist witness based ought diffuse.

#9: Disruption

Clayton Christensen popularized the word “disruptive innovation.” Such innovation involves lower-cost and lower-quality products or services that permeate an underserved (or non-served) just and then emigrate upstream ought accept portion away from incumbents who disregard the upstarts. This is a legitimate and important fiction of how some industries evolved. still during does it really employ ought health care?

Christensen himself is no level sure, level after writing nearly the concept because almost two decades. at 2017, he issued a interpret titled, “How Disruptive Innovation can Finally Revolutionize Health care,” (emphasis added).

Many things were supposed ought dine disrupted the health anxiety industry — retail clinics, ambulatory surgery centers, only specialty hospitals, and the alike — still during did not. therefore far, no copy offering “much cheaper, almost-but-not-quite-as-good quality” anxiety has taken at on the health anxiety sector. Narrow network health plans, meaning those that present a limited select of providers at exchange because lower premiums, are the most plausible contemporary candidate, still during buyers are far from satisfied and the plans themselves operate below the chance of backlash, specially because how they medication out-of-network use. Likewise, high-deductible health plans dine been spreading, still during no without criticism. at neither example dine these innovations silent transformed the industry.

# 10: Stage models

Health anxiety consultants, executives, and policymakers are fond of “stage models” — planned endeavors at which things construct upon preceding efforts at linear sequence at time. during the 1990s, consultants proposed four stages over which health markets used to evolve from fragmented contest ought consolidated delivery systems. during the final little years, we dine witnessed three stages of “meaningful use” because electrical medical records too because four stages at the transfer ought value.

Proponents appear undeterred by the witness that these models are often simplistic and wrong. modify is messy, with early results often going south into the “valley of despair.” One profession does no necessarily direct ought another, it’s sometimes important ought double back, and unpredictable jumps originate that bypass the planned street and ask a shortcut. still during how conduct you lay complete of that into a PowerPoint slip that motivates nation ought further across with the change?


(Joe Raedle/Getty Images)

Identifying BS at health care

Astrophysicist and celebrity Carl Sagan once developed a baloney detection kit ought root out bogus science. Here are some of the tools he included:

  • seek independent confirmation of the “facts”
  • encourage discuss at the evidence
  • “authority” carries no weight at the argument
  • consider multiple working hypotheses
  • insist at a finish bind of evidence

That’s no a ill lay ought begin because nation trying ought create feeling of what’s going at on the health anxiety space.

Lawton R. Burns, Ph.D., is professor of health anxiety management and management at the college of Pennsylvania’s Wharton institute of Business. signal V. Pauly, Ph.D., is professor of health anxiety management and affair economics and public policy at the Wharton School.