Population Health: Our lives, Our data

Population Health Blog pic

By Bernadette Keefe MD

On July 16th 2015 I had the pleasure of being on a panel discussing Population Health Management with eloquent, smart colleagues: Dan Munro (@danmunro) Janice McCallum (@janicemccallum), Deryk Van Brunt (@HCI_Solutions) and Justin Lanning (@LanningHlthcare). It was a fascinating wide ranging discussion covering the definition of population health, the mechanisms and strategies of population health management (including the overriding importance of data collection/analysis and practicing medicine/providing healthcare in teams), the value of universal medical coverage (despite ACA still too many uncovered), issues around security and privacy of data and the lack of health information technology standards and EHR interoperability (need for a patient identifier), patient empowerment and access to records and relevant health data to enable better self care, issues regarding the social determinants of health and examples of strategy/success stories, incentives and tools for value based care and optimal outcomes, the challenges of behavioral/ lifestyle change, health literacy and patient engagement, the importance of context to better treat patients and obtain improved outcomes, the role of community in population health and the utterly unsustainable level of cost of healthcare in the U.S., among other topics.

 

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losing our marbles – the dementia epidemic

The marble saga continues! This shot was taken in our back yard. I must say the marble is a remarkably patient model...

I think my favorite part of this one is how the lines from the tall grass in the background seem to echo the swirls inside the marble.

By Bernadette Keefe MD

All of us have personally known or heard the familiar drill. Dad couldnʼt find his way home. Mom didnʼt recognize her best friend. More and more memory lapses are occurring. Thereʼs a kitchen mishap. Finally the trip to family doc with the dreaded questions: Is It Alzheimerʼs? Is It Dementia?

The answer is yes, and they have a lot of company.

4.5 Million in the US are currently living with Dementia. The estimated prevalence of dementia among persons older than 70 years in US was nearly 15% in 2010. It is estimated that by 2050 there will be 13 Million people in the US living with dementia. There was hope that the incidence might be tapering off and even declining (from data comparing 1993 to 2002), however with the recent sharp increases in prevalence of diabetes and obesity over the past decade, it is feared that the numbers may rise precipitously.

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The 100 Year Lifespan.

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The quality, not the longevity, of one’s life is what is important.

– Martin Luther King Jr.

100 Year Lifespan: The coming reality

The 100 Year lifespan is coming. As of 2014 there were 72,000 centenarians (U.S.) and projections of as many as 1 million by 2050. In the industrialized world, people over 90 years of age are the fastest growing segment of the population. By the end of this century the average life expectancy is expected to be 100 years. Notably, Japan’s centenarians, who number about 30,000, have quadrupled in the last 10 years.

Now there are 43 Million Americans over age 65 years age. By 2050 that number is expected to rise to 108 million. The number of those over 85 years could increase five-fold by that time.

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population health: that means us

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Population Health: ACA and ACOs

Population health has become the lynchpin of healthcare delivery in the United States, especially since the passage of the Affordable Care Act (ACA) in March 2010. (This law was passed due to the unsustainable costs of US health care coupled with less than stellar population health outcomes in the US.) A key way the ACA proposes to reduce health care costs is through the formation of Accountable Care Organizations (ACO). These are networks of doctors, hospitals, and ancillary health care providers who form networks to coordinate patient care and share financial and medical responsibility for that care. Required by ACOs is coordination by primary care physician, care of Medicare patients, and answering to multiple measures of quality. Providers get paid more for keeping their patients (their local population) healthy and out of the hospital.

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Uncertainty: Can We Take It? (& Avoid Over-Diagnosis/Over-Treatment)

 

embracing-uncertainty-mindmap

Bernadette Keefe MD

“Man lives in a world of surmise, of mystery, of uncertainties.” – John Dewey

The practice of medicine is both an art and a science, filled with uncertainty. Seemingly overnight, a tremendous amount of uncertainty has entered the healthcare arena, even apart from the financial /insurance, regulation/government and technological/electronic record issues. This uncertainty is starkly apparent at the point of care, when people seek professional advice from physicians. There are three major facets of uncertainty during consultation:

  1. The ongoing changing relationship between patients and physicians
  2. The uncertainty of the information within and significance of medical test results
  3. The uncertainly about the veracity of the vast body of medical research

The Changing Physician/Patient Relationship, and Complications Within It

As physicians we are expected to:

  1. Listen to our patients more attentively;
  2. Provide them with as much data about their disease as possible;
  3. Recommend further reading on their conditions; and
  4. To be much more mindful of the patientʼs goals and to consider the social context when recommending treatments.

As Patients we are expected to:

  1. Be interested and engaged in shared decision making about our course of care and treatments.
  2. Take better care of ourselves, to exercise, eat nutritionally, to get enough sleep, to not smoke, to avoid addictions and to maintain a healthy social life .

Implicit in this is that both physicians and patients would have access to the necessary patient data to enable safe, informed care. Sadly in this era of little to no interoperability, the results of outside testing and consultation are often not available at point of care.

The Quest for Certainty Thru More Testing 

Humans fear uncertainty, tending to do anything to resolve questions and reduce risk. In healthcare that usually means more tests and diagnostic procedures to answer nagging questions. Both physicians and patients fear uncertainty. 

From A Surgeon:

The noted author/surgeon; Atul Gawande MD addressed this subject in his New Yorker article “Overkill”:

“As a doctor, I am far more concerned about doing too little than doing too much. Itʼs the scan, the test, the operation that I should have done that sticks to me – sometimes for years.

Why not take a look and see if anything is abnormal?

And patients often feel the same way. Theyʼre likely to be grateful for the extra test done in the name of “being thorough…”

but

“Resolving the uncertainty of non-normal results can lead to procedures that have costs (and complications) of their own”.

From An Emergency Medicine Physician:

A recent survey of emergency department physicians, focusing on imaging tests, revealed that over 90% of them ordered unnecessary tests out of fear of error, uncertainty, and other non-medical reasons. Hamal Kanzaria M.D the lead author commented about the results:

“Overall I interpret our results (as reflecting on) a cultural response both within and outside medicine to uncertainty and error.

I personally think that to overcome overtesting we need to address our collective intolerance of uncertainty both within medicine and within society at large, as well as the culture of blame that triggers the malpractice system.”

From A Radiologist:

In his piece, “Who is the better radiologist? Hint: itʼs not easy”, Dr Saurabh Jha, a radiologist, asks us to think about the trade offs between certainty and risk, between sensitivity or specificity with respect to interpretation of radiologic studies. Given perfection is unattainable, do we lean towards the underdiagnosis or overdiagnosis spectrum?

As Dr Jha states in his piece (he uses a fictional Dr Jha and Dr Singh for purposes of illustration (please see the article to put this in context) that we vacillate about what kind of radiologist we would want reading our study depending on the known outcome.

“If I had a missed tiny cancer on chest X-Ray, I would have wanted Dr. Jha to have read my study”

(The fictional Dr. Jha over reads, misses nothing but calls every incidental finding, 99% are nothing but many of these evaluated because of his reading: surgery, complications or worse).

but

“If I had no cancer I would have wanted Dr. Singh to have read my Xray.”

(The fictional Dr Singh only calls major findings, not mentioning small findings he interprets to be incidental findings, thus avoiding needless work up, possible complications and waste.)

However, we do not know the outcome of a study ahead of time so each of us, as patients and physicians must decide in each circumstance what level of uncertainty is tolerable for us. Are we going to try to quell every tinge of uncertainty no matter the cost to ourselves (and others)? Or can we tolerate living with some uncertainty, living with those non-normal findings that we do not investigate.

environmental uncertainty

 

 

 

 

 

 

 

 

Uncertainty of Truth of Published Research

With more transparency and unbiased evaluation of the literature, we are learning that there is a tremendous amount of uncertainty about the body of research which had been considered evidence based, but now is often seen to be unreproducible. For instance a treatment course entered into now may be found unhelpful or even dangerous a year or worse – 10 years from now. As George Lundberg MD just wrote in Medscape about the work of John Ioannidis on the inaccuracy of most of the body of medical literature:

“The mathematics, the psychology, and a misunderstanding or deliberate ignoring of the overriding importance of positive predictive values negate the validity of most – and he means most – published research.

John (Ioannidis) argues persuasively that many forms of bias operate in affected domains, fields, cultures, peopleʼs heads, reward systems and ecologic groups.”

In the article, Dr Lundberg lists 12 steps to improve the body of medical research including:

  • adopting a culture of replication
  • more collaboration and transparency
  • better training and standards
  • improvement in peer review
  • improvement in reporting and dissemination of research results
  • I would add to them: open access and patient inclusion in study design.

Below is an excerpt from a blog post by Dr John Mandrola, cardiologist, citing a recent article in the journal Mayo Clinic Proceedings about the dramatic number and subsequent effect of medical reversals. (Medical reversals are advice and treatments, including drugs, procedures, surgery which were formerly recommended, that are now shown to be useless or harmful.)

“The authors emphasize three reasons why medical reversals are so serious. First millions of humans were harmed. The second issue is continuing harm. Some estimates suggest it takes ten years – on average – to change entrenched medical practice…Third, medical reversals cause harm because they erode trust in the patient – doctor relationship. Patients expect doctors to be either correct, or transparent about uncertainty.”

and

“This is not just important information for doctors. Patients seeking medical treatment should not assume a prescribed therapy is beneficial just because a doctor says it is. The era of paternalism in Medicine is over. Patients should be able to ask their doctor whether the evidence supports the intervention. Itʼs okay if the doctor is uncertain. In fact, doctors who are too sure of things worry me.”

Conclusion

So now what?

Just at a time when patients are becoming empowered, shared decision making has becoming a reality, and physicians are listening more, we realize that much of the literature (ever increasing and replete with reversals) is partially or almost completely in error. Just at the time we need, more than ever, real time access to patient data, we have instead, widespread lack of interoperability.

The confluence of scared but empowered patients, a flawed body of medical literature , a new paradigm of shared decision making, unworkable information technology, an endless supply of “sexy” new technologies, a hangover from a culture of medical paternalism and overwhelmed physicians necessitates an urgent need for a “time out”.

A time out invites both physicians and patients, to reflect on the centrality of uncertainty in life, to resurrect compassion for and listen more attentively to one another, and, to embrace humility regarding the human condition.

 

uncertainty qote

BK

Addendum: I am currently Storifying the 2016 #EvidenceLive conference, from June 21-24, Oxford, England. This important conference is relevant to this post.

My #EvidenceLive Storifys thus far:

June 21: Pre-conference workshops

https://storify.com/nxtstop1/the-evidencelive-conf-via-evidencelive-oxford-eng-

June 22 Day 1 Part 1

https://storify.com/nxtstop1/the-evidencelive-conf-via-evidencelive-oxford-eng–576a49d3496bcc774b68e3da

June 22 Day 1 Part 2

https://storify.com/nxtstop1/the-evidencelive-conf-oxford-june-22-24-2016-curat

 

With thanks:

Header Image Credit: Adam Sicinski

http://www.mindmapart.com/embracing-uncertainty/

References

“Risks, Benefits and Uncertainty in Health Care”, Health Affairs, May/June 2007, http://content.healthaffairs.org/content/26/3/624.full.pdf+html, accessed May 16 2015

“Coping with Uncertainty in Primary Care”, Dr Richard Draper, PatientPlus, April 2010,http://www.patient.co.uk/print/1541, accessed May 16 2015

“Varieties of Uncertainty in Healthcare: a conceptual taxonomy”, Paul K J Han, William M P Klein, Neeraj K Arora, Medical Decision Making, December 2011,http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3146626/, accessed May 16 2015

“Overkill”, Atul Gawande, New Yorker, May 11 2015,http://www.newyorker.com/magazine/2015/05/11/overkill-atul-gawande, accessed May 16 2015

“Changing the culture of American Medicine – Start by removing hubris”, Dr John Mandrola, Dr. John M Blog, July 8 2013, http://www.drjohnm.org/2013/07/changing-the-culture-of-american-medicine-start-by-removing-hubris/, accessed May 16 2015

“Who Is The Better Radiologist: Hint, it’s Not That Easy”, Saurabh Jha, Kevinmd.com, August 9 2014,http://www.kevinmd.com/blog/2014/08/better-radiologist-hint-easy.html, accessed May 16 2015

“97% of ED Physicians Order Unnecessary Tests”, John Commins, HealthLeaders Media, March 30 2015, http://www.healthleadersmedia.com/content/PHY-314799/97-of-ED-Physicians-Order-Unnecessary-Imaging-Tests, accessed May 16 2015

“Clinical Decision Support: The elixir of Healthcare?”, Nathan Buzza, LinkedIn Pulse, March 8 2015,https://www.linkedin.com/pulse/clinical-decision-support-elixir-healthcare-nathan-buzza, accessed May 16 2015

“The Certainty of Uncertainty in Medicine”, Dr Lundberg, Medscape, May 2015,http://www.medscape.com/viewarticle/844488, accessed May 16 2015 (subscription requied)

“Why Most Published Research Findings Are False”, John P A Ioannidis, August 2005,http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1182327/, accessed May 16 2015

The Case For Teaching Ignorance http://www.nytimes.com/2015/08/24/opinion/the-case-for-teaching-ignorance.html

Image Credit: Dr. Seuss sign made by eureka

FYI Topics for the #hcldr tweet chat on Tuesday May 19, 2015 were:

  • T1 Ask your physician to investigate everything or live with non-normal findings that are most likely benign: Where do you fall on the continuum?
  • T2 Which radiologist would you prefer: attention to every little finding/order every test OR just big stuff/order a few tests maybe miss small things?
  • T3 When there is uncertainty about best course of treatment or diagnostic testing, are you more or less apt to just let “doc decide”?
  • T4 What are the best solutions to all this uncertainty? Interoperability? Better research? Less litigation? Less blame? Accountability? Facing the reality of the human condition? More humility for all?

 

a matter of trust

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Bernadette Keefe MD

Breaking someone’s trust is like crumpling up a piece of paper. You can smooth it over but it’s never going to be the same again ~ anonymous

There is perhaps no more central concept to human communication and relationships than trust: “belief that someone or something is reliable,good,honest,effective”. This holds true for our professional (business-ie financial, insurance, governmental, healthcare etc) as well as our personal interactions. Once established, trust allows unbridled, open and honest discussion and limitless learning. A trusting environment fosters personal growth, self esteem and generosity. Trust allows the deepest love humans can have. Trust leads to peace.

The absence of trust breeds the opposite of the above. Deep and open relationships are not possible. Communication breaks down on all levels and realms. Unfortunately, overtime we have experienced a breakdown of trust between the people and much of society’s organizational structure: business, government, academia, scientific and healthcare communities. Physicians as messengers are swept up in this tide of mistrust. If the messengers/teachers/researchers of science, education and medicine are not trusted their messages,no matter how factual, will not be accepted and advice will not be adhered to. Gone, happily, are the days of “blind trust”, but, the atmosphere of “no trust” is equally untenable.

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A Beautiful Question: Questioning in Healthcare

 

questioningBernadette Keefe MD

A person skilled in the art of questioning is a person who can prevent questions from being suppressed by the dominant opinion. – Hanz-Georg Gademer

It was just after New Years 2015 when an an article by Warren Berger entitled “Forget Resolutions, Whatʼs Your Beautiful Question” caught my eye. In it, the author (see his book “A More Beautiful Question” 2014) suggests that instead of making New Years resolutions (ie: aspirational statements) we should formulate our own ʻbeautiful questionʼ. With questioning firmly top of mind, I started noticing game-changing endeavors that began with one fresh, simple question.

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flip the complaint

rose bush in bloom

We can complain because rose bushes have thorns or we can rejoice because thorn bushes have roses. – Abraham Lincoln

Human beings seem hardwired to complain. To breathe is to complain, it seems. No one on earth is immune to complaints, or complaining! Unfortunately, the landscape can be so inundated with criticism, the more serious issues may be overshadowed, and left without the necessary ‘space’ for meaningful discussion.

In the healthcare arena, superficial complaints, which are a dime a dozen, are mixed in with well founded complaints. In the past, physicians usually held the most power in healthcare. Now there are many stakeholders, each viewing themselves as having a lot to lose (or gain). With the new empowerment of patients (called ‘consumers’ by some), and increasing power of government and industry, comes more engagement, more disagreements, and more opportunities to make suggestions or criticize.

Empowered customers are more demanding than ever….One of the ways businesses provide value is by doing the little things right…and that includes handling complaints. – Stan Phelps

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the art and skill of listening

Listening

The skill to listen and to give ourselves the time/space to reflect on what we observe is central to a good life. Quality listening allows personal and professional growth, sustains our relationships and promotes learning. Without the ability to listen, we place ourselves out of range of others, and thus unable to gain valuable insights from them, or to provide help and answer needs. For a fulfilling personal and professional life we must acquire the skill of honed, effective listening.

Although most of us recognize the value of listening, human nature possesses a strong impulse to share, and, even, to be first to speak and to voice our opinion! Despite both a need and desire to listen, humans have a nearly irrepressible urge to interrupt in order to share their own point. Such impulses can, and do, crowd out the other personsʼ words, insights and desires whereby they may never be heard.

Listening in Healthcare

Recently the topic of listening has been getting a major public airing in discussions regarding doctor/patient communications. Continue reading