After all the buzz (for example) around the coming launch of CMS' Comprehensive Primary Care "Plus" program, the New England Journal of Medicine (or NEJM) just published a "special article" on the original Comprehensive Primary Care (CPC) initiative.
Showing posts with label Care Management. Show all posts
Showing posts with label Care Management. Show all posts
Wednesday, April 20, 2016
Medicare's Comprehensive Primary Care Initiative - A Two Year Report
After all the buzz (for example) around the coming launch of CMS' Comprehensive Primary Care "Plus" program, the New England Journal of Medicine (or NEJM) just published a "special article" on the original Comprehensive Primary Care (CPC) initiative.
This is important if you think CMS' approach to supporting primary care is the fix for what ails the U.S. health care system.
Population Health Blog readers may recall that two years ago, CMS launched CPC. This is a still ongoing four-year multi-payer study to determine whether primary care that is "turbocharged" with medical home-style capabilities (see here, here and here - see page 8) would increase quality and lower health care costs.
The term "multi-payer" is important, because CMS recognized that clinics struggled with providing medical home care to some, but not all, patients on the basis of their insurance. Better to have one standard of care to all patients.
The NEJM article is an analysis of CPC's results after two years.
To summarize how CPC was set up, 502 clinics (from 978 applicants) across 8 states participated along with a total of 39 other insurers. In addition to the usual fee schedules, the Medicare and the other insurers paid a per patient severity-based "care management fee" that, on average, ranged from $8 to $40 per beneficiary per month (PBPM). Practices were also promised an additional bonus if, after two years, they reduced health care costs (i.e., shared savings) and improved various quality measures and performed well in surveys about the patients' experience of care.
These CPC practices' outcomes were compared to a propensity matched group of non-participating practices with a similar electronic health record (EHR) infrastructure that cared for a set of patients with similar levels of disease and baseline costs. 30% of these practices had applied but were not accepted in the initiative. The total number of comparison practices was 908.
Results? Not good.
Aft the end of two years, there was no statistically (p > .05) significant difference in the growth of health care costs between the CPC and control sites. This was true whether just claims costs were examined (a negligible difference of $11 per patient per month favoring the CPC sites), or whether claims costs plus the additional fees were examined (a difference of $7 favoring the comparison sites).
When patient costs were examined by the burden of disease, there was no indication that more costly patients achieved any savings.
CPC sites had a statistically significant reduction in outpatient office visits, but not in hospitalizations.
While the difference in claims expense failed to be statistically significant, the total additional fees collected by the participating sites amounted to a financially significant $389,000. This represented a 15% increase in their income.
Was quality of care improved?
Patients with diabetes and a high burden of illness were more 3% more (p<.05) likely to receive the recommended follow-up measures to manage their disease. Otherwise, "the initiative did not have significant effects on the processes used as measures of the quality of care for the full sample."
Patient experience of care?
While surveys showed small increases in patient support, "there were no significant effects on other composite measures: ability of patients to obtain timely appointments, care, and information; how well providers communicate with patients; provider’s knowledge of care patient received from other providers; and overall rating of providers by patients."
Yikes. Ouch. Egads.
The authors correctly point out that CPC is a four year program and that it still may be too early to see the impact of the medical home turbocharging. That was pointed out in the negative one year evaluation. Maybe something will turn up at three or four years.
In addition, CMS has a lot of other value-based initiatives underway, which may have biased the results. There may be a "ceiling effect" among the participating sites as well as the control sites, which were already working to reduce (for example) rehospitalizations or pursue the fee schedule modifiers.
It's also important to note that the impact on the other insurers' costs and patient quality was not reported. It's possible that they saw a benefit.
The PHB's take?
1. Many care management programs achieve claims reduction with savings (for example) within one to two years. If CPC hasn't succeeded by now, it probably won't. And if the just-announced CPC Plus is modelled after this, it's hard to see how that program will turn out any differently.
2. It is possible that, within all the statistical noise, there were some primary care sites with particularly robust approaches to care that did bend the cost curve. CMS should seek these sites out and find out more about their secret sauce. More on that in a future post.
2. If CPC's approach to care is ultimately shown to not bend the curve, what's the problem?
The PHB continues to believe that one size doesn't fit all and not all patients benefit from care management. Many patients, even those with chronic conditions are quite stable and need minimum attention; some patients are so sick that no intervention will keep them out of emergency rooms and hospitals. As pointed out here, as more and more patients are enrolled in care management, the return on investment can paradoxically go down. Better to focus on patients who are not only at risk, but have "impactable" condition profiles.
In addition, CPC is based on a 5 year-old model of care. Things have changed since then: modern population health brings many more resources to the table. That not only includes in-depth analytics support (for example, to define those patients who are at greatest risk) but mHealth. For example, there is one innovative company (the PHB's Shameless Commerce Dept. over on the right side of your screen) that provides recently discharged patients with an app-enabled handheld configured to provide close follow-up. And so on.
3. It may be that care management works best in a managed care setting. CPC is a study of classic fee-fore-service Medicare beneficiaries with access to any participating Medicare provider. In Medicare managed care, the insurers and their providers have an even larger incentive to maximize quality and lower cost. If that's the case, CMS - despite their commitment to innovation - may want to get out of the care management business, because they just don't know how to do it.
Thursday, September 4, 2014
Underwriting vs. Care Management
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| Rock on, care management |
However, this report on the rise of machines and the continuing displacement of knowledge workers reminded the PHB of the divide between the science and the art in this corner of health care.
According to David Autor, it's only a matter of time until machines begin to displace the high-end brainiacs who oversee the health insurance industry's premium, reserves, claims payments and surpluses. Human judgment will never go away, but logarithmic jumps in processing power combined with the big data that comes from industry consolidation means the "answer" on how much to charge for coverage of a person with diabetes will be less flexible and more preordained.
The PHB, however, is of good cheer.
While underwriting risk will be all about the numbers, managing conditions within those numbers will remain a very individual enterprise. Human needs, preferences, tolerances and culture will continue to shape highly variable decision-making within the care system for years to come. The need for highly skilled knowledge workers who can help patients co-manage their care will grow, not diminish.
Factory farms may be churning out ingredients on an massive scale, but someone has to plate the finished meal.
The music industry may be selling Beyonce at $0.99 a pop, but nothing will replace seeing her live in concert.
Payers and buyers may commoditize cataract care, but someone has to make sure patients take their eye drops.
Underwriting on one side. Care management on the other. The PHB likes where it's at.
Image from Wikipedia
Labels:
Care Management,
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The Economist,
Underwriting
Thursday, August 14, 2014
17 Reasons Why Care Management Is Probably Not Going To Be in a Clinic Near You Anytime Soon
Here's a good review of all the reasons why care management has not become a routine part of patient care. As policymakers, reformists, consultants and architects plan for a population and outcomes-based future, they'd be wise to think about the review's 17-point reality check.
1) Start-up costs are considerable;
2) Costly to maintain;
3) Multi-year time horizon for any return on investment;
4) Any success undercuts future traditional fee-for-service revenue;
5) Can't be broken down into discreet 'reimbursible" units for fee-for-service payments;
6) It's paid for with still-novel-experimental capitated payments and/or shared savings;
7) The link between increased quality today and downstream savings tomorrow is still tenuous;
8) Complicates primary care by introducing more uncertainty;
9) Non-physician manager training is time-consuming and costly;
10) It's a resource that is best reserved for high risk patients, not all patients;
11) Doesn't fit into long-standing clinical workflows in established clinics;
12) Primary care already has enough challenges and implementing care management is not a priority;
13) Most EHRs are not configured to document or support non-physician care;
14) Decision-makers need additional information on expected net savings;
15) It relies on a lot of outside-the-doc-comfort zone behavioral, vs. "medical" health interventions;
16) It requires considerable data support;
17) It's often balkanized by multiple payers.
But be of good cheer. Jimmy Cliff reminds us that half the battle is knowing what you're up against.
Wednesday, August 13, 2014
The Just Right "Sweet Middle" of Care Management
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| Finding the "just right" middle |
But it also makes a important point that appears to have been missed by the Editors.
The Population Health Blog explains.
The case revolves around a fragile cancer patient with abnormal blood chemistries and distributed locations of care. The author describes how care management successfully improved the patient's safety, required a lot of physician-to-physician communication and relied on care management's "reach" outside the four walls of the primary care clinic.
All good points.
However, what's also true is that prior to the cancer diagnosis, this was an otherwise well patient with post-discharge needs that were amenable to care management intervention. In other words, this patient was "high risk, high impact." These individuals make up the narrow middle in the span of patients who range from otherwise well (destined to do OK) to disastrously complicated (destined to do poorly no matter what).
The Population Health Blog doubts the case would have been so meaningful or successful with a routine surgery patient (stable and OK) or someone with metastatic spread of the cancer (a disaster).
The Population Health Blog is all for patient safety, doc-to-doc communication and distributed care management. However, they're not going to be of equal benefit for every patient. If the intent is to "save money" by reducing avoidable health care utilization, it's best aimed at the patients in the middle.
Like this one.
Wednesday, July 23, 2014
Care Management: What a Bargain
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| They did it again! |
Patients' intake into the program was initiated with a face-to face meeting with a nurse care manager. After a physician-approved care plan was in place, the patients were telephoned and engaged in the protocol. The patients could then use a voice-activated system or a website to report disease status. Outbound nurse calls were prompted if the patients requested it, reported a problem, didn't have adequate disease control, if the medications were not being taken as prescribed or if there were side effects. After 12 months, patients in the care management program, compared to a control group, had clinically and statistically significant improvements in the control of their condition .
To the Population Health Blog, this narrative has been repeated dozens of times involving numerous chronic health conditions. In this latest example, Dr. Kroeknke and colleagues randomly allocated 250 patients with three months or more of chronic musculoskeletal pain to either a) state-of-the-art pain care or b) state-of-the-art pain care plus nurse led care management.
Twelve months later (and after only one drop-out), patients in the first group rated their pain as having dropped from a baseline of 5.1 to 4.6 out of ten (zero is no pain, 10 is awful), while the second care management group rated their pain as having dropped from 5.3 to 3.6. Total time spent by the care manager averaged 3-4 hours per patient.
While patients in the care management group were taking more medications, there was no difference between the two groups in narcotic use. There was also no difference in health care utilization.
The PHB's take:
While the authors credited the care plans that triggered increases in medications that were tailored to patient preferences, the PHB wonders if a greater sense of control combined with the perceived support of a sympathetic listener also contributed to the greater improvement in pain.
Once again, there wasn't hard "savings" or a "return on investment." However, the expense of only three to four hours of nurse care manager time to achieve a one-point improvement on a 0-10 scale of pain not only seems like a wise investment, it's a comparative bargain.
Labels:
Care Management,
Chronic Pain,
JAMA,
telephony
Monday, December 9, 2013
Follow-Up on Electronic Health Record Portals: We're Asking the Wrong Question (and the DMCB is guilty)
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| Researchers pondering the EHR portal |
To tell the truth, however, the skeptical DMCB took unfair advantage of this latest EHR kerfuffle. It confesses that it couldn't resist this latest addition to the target-rich environment of HIT disappointments in quality, cost and governmental overreach.
So, upon further reflection, just because almost 15 years of high quality research failed to establish any lasting value doesn't mean portals should go the way of the Dodo, low-cost medical malpractice insurance or Mr. Obama's credibility.
In other words, the DMCB does think that portals have a role to play in the health care reform landscape, and it said so in front of a huge audience at the recent Star Ratings Conference in Fort Lauderdale.
Portals, thinks the DMCB, have little value as stand-alone interventions. Just dropping it into a clinic's patient population is unlikely to significantly increase communication and shift behaviors enough to produce enough of a "signal" that cost or quality outcomes are better compared to usual care.
But when EHR portals are part of a multi-channel outreach strategy that includes (but is not limited to) mailings, interactive voice response-based calls, secure messaging, emails, social media, "anniversary" time-for-your-appointment cards, live telephony as well as home visits that are all backed by predictive modeling (who is at greatest risk) that informs "impactability" (how they're at greatest risk) that's all tethered to care management that is also closely aligned with marketing and builds brand, then portals mostly likely do add value.
Unfortunately, traditional health services research cannot assesses the multiple simultaneous interventions described above. As Dr. Donald Berwick presciently noted in this classic JAMA article:
Experimentalists have pursued too single-mindedly the question of whether a [social] program works at the expense of knowing why it works. Thus, although [traditional research] seeks generalizable knowledge...it relies on removing most of the local details about “how” something works and about the “what” of contexts. It therefore reveals little about mechanisms or about factors that affect generalizability. Studying a few covariates, or using stratified designs, or probing for interactions can mitigate this loss, but these are inadequate tools for studying complex, unstable, nonlinear social change.
As the DMCB has noted before, absence of any proof is not the same as proof of absence. The studies that the DMCB ultimately quoted were based on traditional research, which is simply not up to the task of the non-linear intervention of patient-doc-team communications.
Don Berwick recommends a more insightful approach:
Health care researchers who believe that their main role is to ride the brakes on change—to weigh evidence with impoverished tools, ill-fit for use—are not being as helpful as they need to be. “Where is the randomized trial?” is, for many purposes, the right question, but for many others it is the wrong question, a myopic one. A better one is broader: “What is everyone learning?” Asking the question that way will help clinicians and researchers see further in navigating toward improvement.
When it comes to EHR portals, it's time we ask just what are we learning.
Tuesday, September 17, 2013
More on the Definition of Care Management (and how well do IPAs and PHOs deliver on it)
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| Care management in action? |
As discussed and quoted by the Disease Management Care Blog, here's one useful definition courtesy of the New England Journal:
"A set of activities designed to assist patients and their support systems in managing medical conditions and related psychosocial problems more effectively, with the aims of improving patients’ functional health status, enhancing the coordination of care, eliminating the duplication of services, and reducing the need for expensive medical services."
Now another one has emerged, thanks to this article by Lawrence Casalino and colleagues that appeared in the August issue of Health Affairs. The authors were interested in comparing the use of "care management processes" in small to medium sized physician-own practices that were either in or outside of an Independent Practice Association ("IPA") or Physician Hospital Organization ("PHO").
For this article, Casalino et al developed a "care management index" that reconciled five care management "processes" (1. use of a registry, 2. access to nurse care managers, 3. reliance on guideline-based reminders at the point of care, 4. sending care/health maintenance reminders to patients and 5. reporting outcomes)against the four chronic conditions asthma, heart failure, diabetes and depression. Having all 5 processes available for all four chronic conditions resulted in a top score of 4 x 5 or 20. The score therefore ranged from a high of 20 down to zero.
So, as ACO wannabes, hospital administrators, health system entrepreneurs, policymakers and regulators assess their care management landscape, they now, thanks to Health Affairs, have this handy zero to twenty scale.
To perform the study, a sample of physician-owned practices were asked to participate in a telephone survey in which the lead physician or administrator was asked about the 5 processes for each of the four conditions.
The results resembled the DMCB spouse's scoring of her husband's clean-up-after-himself processes. There were some points, but there's plenty of room for improvement against the measured baseline.
Small to medium-sized practices with "significant" participation in an IPA or a PHO had a average care management process score of "10.4" vs. a score of "3.8" in the unaffiliated practices. When the care management processes were provided by the IPA or PHO to the practices, the average score was 5.4.
The value proposition for IPAs and PHOs includes care management, but they have a ways to go.
Wednesday, August 21, 2013
Another Large Scale Research Study Confirms the Value of the Approach of Population Health Management
And here's another study, this time published in JAMA about Kaiser in Northern California that found that the following five components resulted in an increase of population-based blood pressure control: 1. "Registry" (which the Disease Management Care Blog says is really a stand-alone database that is outside of the electronic health record);
2. "Control Rates" (which the DMCB figures is really an updated "dashboard" that displays key metrics to administrators and docs that provides feedback and helps keep everyone on the same page);
3. "Guideline" (in reality, it was a campaign to gain provider buy-in consisting of emails, publications, pocket cards, conferences, lectures and decision support);
4. "Medical assistant" follow-up operating under protocol to adjust medications (a.k.a population-based care management)
5. "Single" pill treatment (in other words, keep it simple by using pharmaceuticals that are combined in a single once a day prescription pill).
DMCB readers will not be surprised to know that the registry showed a progressive improvement in BP control (defined as less than 140/90 with the usual HEDIS® caveats) from 43.6% in 2001 to 80.4% in 2009. Because everyone with hypertension at Kaiser was in the registry, there is no internal comparison group. However, national and northern California HEDIS® rates for blood pressure control ranged from 55.4% to 69.4%.
While the results are 1) not necessarily generalizable outside of integrated systems like Kaiser (so we don't know for sure that this would work in a network of primary care clinics in Idaho), and 2) may have been influenced by an influx of patients with mild and easy-to-treat hypertension during the campaign), the DMCB is impressed.
An 80% control rate for hypertension is damn good.
The DMCB also figures that each of the interventions above are mutually supportive and even synergistic. The whole is much greater than the sum of its parts.
How to translate this kind of success to networks of independent practices? The answer, says the DMCB, is population health management: sponsored programs that can be owned by an insurer or a provider network that synergistically identify a population, maintain a data base, create a virtuous cycle of measurement and adjustment, get the doctors on board, deploy care managers and are smart about the pharmacy benefit.
If your a PHM service provider, vendor, consultant or stakeholder, the DMCB suggests this is one of those research papers you should bookmark, quote and aspire to.
Image from Wikipedia
Wednesday, July 24, 2013
Physician Skepticism About the Basic Doctrines of Health Care Reform: We're In This Together and, by the way, More Believe In Care Management Than the EHR
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| Taking a survey... |
The Disease Management Care Blog explains.
3900 practicing physicians were randomly selected from the AMA Physician Masterfile. Three physicians were outside the U.S., leaving 3897 docs who were mailed an 8-page survey. $20 was used to increase the response rate. Non-respondents were mailed a second and then a third follow-up. The ultimate response rate was 65% and, aside from a one year age difference, the respondents were quite similar to the original 3897. The survey that was used can be found here.
The results are nicely summarized in Table 3 (go to this link, click the "Tables" tab).
99%, 97%, 94% and 86% of the respondents felt hospitals/health systems, health insurers, pharma and trial lawyers had "potential" major or some responsibility, respectively, to lower health care costs. 95% and 98% also felt the same was true for physicians and patients, respectively.
The DMCB take: None of the answers were mutually exclusive. The physician-respondents thought everyone was responsible. That being said, if you look at Table 3, you'll see a spread of "major" vs. "some" responsibility. Physicians were less likely to assign "major" responsibility to themselves (prompting the headlines above) but that's because docs believe their job is to advocate for their patients regardless of cost.
Similarly high percentages of respondents generally felt that continuity of care (98%), chronic disease care coordination (98%) and reducing fraud (93%) were important means of reducing costs. What was interesting that fewer felt the same about the electronic health records (74%), penalizing docs for readmissions (41%) or bundling payments (35%). They were also less sanguine about increasing patient "skin in the game" with higher co-pays (61%) or high deductibles (58%).
The DMCB take: More physicians believed in the cost-reducing potential of disease management/care coordination than the EHR. While part of the respondents' skepticism about the economic incentives that underlie much of health care reform is arguably motivated by self-interest, the DMCB suspects physicians also genuinely believe patient needs trump economic penalties. Regardless of the underlying thinking, the results should give pause to policymakers and politicians who believe that readmission penalties and bundled payments are a no-brainer and that docs have bought-in.
The DMCB will close with the following scenario:
Pretend you are a Vice President for Medical Affairs, or a Chief of Staff, or a health system CEO about to announce a major collaboration with a major health insurer like CMS or a Blues Plan. You've done your homework, read the journals, listened to the experts and anticipated the future. You haven't been a regular reader of the DMCB.
You've called a meeting of the physician staff - the professionals you are counting on, caring for all those patients - and your job is go to the front of the auditorium and convince them that the success of your new venture relies on lowering health care costs with new payment arrangements that align incentives, in tandem with the launch of an electronic health record.
If the survey outlined above is even partially true, would you want to be that VP, Chief or CEO?
Monday, June 17, 2013
The MIddle Class Bubble and the Long Term Implications for Care Management & Health Care
According to this 2011 article in The Atlantic, the middle class is in trouble. The Disease Management Care Blog agrees and wonders if they are ultimately doomed. Either way, there are important implications for health care in general and the care management industry in particular.The amateur DMCB explains.
With the advent of the Gilded Age in the 1870s, the industrial revolution ushered in more than a century of heavy industry, railroads, mining, commercial farming and manufacturing that were powered by millions of skilled and unskilled workers. Wealth and power remained concentrated in an elite 1% plutocracy that had prevailed throughout most of human history, but a newly emergent "middle class" benefited from high wages and became an accepted part of the American political and cultural landscape. Thanks to their labor, the quality of goods and services increased while simultaneously becoming cheaper.
While the middle class was in retreat at the turn of the millennium, The Great Recession suggests that their century-long party may be truly over. Global competition with the free movement of labor and capital combined with automation have made the costs of industry even cheaper. The plutocracy that has always been there can shrug off the effects of a recession, but the intrinsic value of traditional labor has popped, bubble fashion.
In the last decade, persons in the nominal middle class with less than $90,000 a year in income have had flat wages and have been unable to increase their spending. Since 2000, American manufacturing - which has not only lost ground to China but become more mechanized - has lost about a third of its jobs. This has played itself out in geographic terms, where the elite hubs around Washington DC, San Francisco and Boston have high wage job listings, while cities like Detroit and Miami have been in the dumpster. In other words, much of the middle class is being hollowed out and being forced to downjob into personal services, retail and food preparation - while leading lives that are at risk for financial stress, partner conflicts, single parenting and troubled children.
In the meantime, the DMCB suspects that the "fat cat" billionaires so reviled by progressives are not any more numerous or fantastically wealthy. The DMCB thinks that they're only more visible. It remains to be seen if government will be successful in moving wealth from that top 1% to the struggling 99%. History suggests otherwise.
Long term implications for the health and care management industry:
Health care will sort into 1) high end, high touch, personalized care for a small elite that can not only afford it, but will be responsible for profitable top line revenue and 2) a strained publicly underfunded system with thin margins for the rest. Care management providers will likewise sort into these two camps. The first involves high margin value, the second involves low margin volume. Given the disparate business models, it's unlikely that single companies will be able to do both.
While universal access to affordable health insurance remains a bipartisan goal, high out-of-pocket costs combined with limited provider access for persons outside of the 1% will increase the popularity of cheap "DIY" care involving eHealth. This is a natural fit for the care management industry.
Lacking factory work, more workers than anticipated may be available as the U.S. population ages and the demand for personal health care attendants increases.
Classic health care "knowledge workers" may not be immune, since information tech and automation may enable machines to generate a differential diagnosis and read an x-ray, while cheap and highly trained remote labor may be able to deply robotics to perform routine surgeries. For the care management industry, an on-line script that prompts a nominally-trained health educator may be able to replace nurse care managers.
Image from Wikipedia
Thursday, May 16, 2013
Population Health Must Include Social Determinants: The Approach in the Patient Centered Medical Home
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| Diabetes control isn't their top concern |
Arvin Garg, Brian Jack and Barry Zuckerman have written a JAMA "Viewpoint" that offers five lessons from pediatric medical homes that can mitigate harmful social determinants:
1) Include social determinants (for example, community factors, substance abuse, education, malnutrition or poverty) in the creation of national treatment guidelines.
2) Develop and implement screening programs to identify any social determinants that could impact medical treatment.
3) Colocate community resources that address social determinant in PCMHs. Examples include housing programs, job training programs or food pantries.
4) Colocate "outside the box" social programs in PCMHs also. This is an area ripe for piloting or researching innovative interventions
5) Integrate visiting nurse programs with the PCMH. Think of the visiting nurses as an extension of the medical home.
As readers of the DMCB are aware, not all PCMH's can build the full suite of services that make up a medical home. Since health insurers and care management vendors are partnering with primary care physicians to build medical homes, this approach to incorporating social determinants in their programs is worth a closer look.
Sunday, April 21, 2013
When It Comes to Nurse Care Managers in Primary Care Settings, It's Not "Build or Buy," It's INVENT or Buy
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| Seen one of these lately? |
Yet, the Disease Management Care Blog wasn't aware of the primary care nurses' total absence until a recent conversation with a nurse-colleague who has been helping smaller physician-owned outpatient offices develop local care management programs. "There are no 'nurses'" she said. "They've all been replaced by office assistants and the docs are trying to get them to do the patient education."
Which makes sense. While articles like this have been lauding health care "teams" made up of physicians and non-physician professionals for years, the fact is that poor reimbursement, the allure of other specialties and lifestyle has long-hollowed out these clinics, often leaving a skeleton crew of part-time medical assistants shuttling patients in and out of the patient rooms. True, some of the larger health systems with a stake in primary care have kept nurses in the mix, the DMCB thinks that's merely part of a market-preserving loss-leader strategy.
The DMCB looked for medical literature on the topic. It can't find any surveys or other descriptions on how nurses have largely disappeared from the primary care landscape. If it's wrong, it wants to hear from its readers.
If true, what are the implications?
Wednesday, April 3, 2013
Big Data and the Coming New Value Proposition for Disease, Care and Wellness Management Providers
Disease Management Care Blog readers know that the its latest interest is "Big Data." While the researcher-DMCB has played in the sandbox of some insurance claims data sets, the idea of combining and combing through multiple terrabytes of clinical and public data remains a topic of endless fascination. It knows it's not alone.So, it was only a matter of time until one of the major clinical journals published an article on the topic. JAMA has stepped forward, and not a moment too soon.
It's "must reading" for the disease and care management provider community.
Drs. Murdoch and Detsky point out that Big Data offers four value propositions:
1. Observational correlations may generate insights that cannot be found using standard research approaches. Scanning text for key words in electronic record systems involving hundreds of thousands of patients may find associations or trigger early warnings faster, quicker and cheaper than any formal scientific protocol or clinical trial.
2. Those insights, especially since they can be tailored to fit the circumstances of an otherwise unique patient, can be used to guide diagnosis or treatment. Physician judgement cannot be replaced, but if Big Data points out that there were other patients with a similar pattern of illness who responded best to one treatment versus another, patient outcomes could improve.
3. A Big Data approach to genomics can correlate genetic information with outcomes and further guide therapy. While the DMCB still wonders if "genomics," outside some narrow anecdotes, will always remain the science of the future, Big Data may turn out to be the key to finally unlocking its potential.
4. Since Big Data, by its very nature, can combine clinical information to other personal data (the foods you've bought or your driving history), Big Data will necessarily tilt toward the patient-consumer and away from the health care system. Not only does permission for access lie with the patient, but the insights will be less about sickness and more about wellness.
The authors do a good job of pointing out that there are plenty of challenges. Most doctors don't get it, privacy laws could be over-interpreted or enforced, it remains to be seen who will pay for it and Big Data is still in its infancy. The DMCB also points out that while Medicare has just discovered that alternative research innovations are possible, Big Data promises to eclipse those approaches (like traditional time series analysis, propensity matching), again making CMS a day late and another dollar over budget.
The implications for the care management and population health community are considerable. The industry has amassed years of intellectual capital in the science of predictive modeling and Big Data is it's next step. Many care management vendors have multiple clinical partners and already have access to terrabytes of data involving millions of persons. Not only is the math and the informatics well within reach, they also "get" the tilt toward wellness and consumer empowerment. Last but not least, if anyone can monetize a value proposition like this and turn insights into revenue (or "shared savings"), these nimble vendors can.
A DMCB prediction: while academics will write about Big Data in scientific journals, the care management industry will be doing it. In fact, they probably already are.
Two particularly good quotes to use to impress your CEO and stymie your competitors:
"Data has gone from refuse to riches."
and
Economic theory describes the quantitative conversion of 3 kinds of inputs (capital, labor, and raw materials) into outputs (goods and services)...The current revolution in data management makes it clear that a fourth kind of input, information, will become just as important as these other inputs in the future of many industries.
Monday, December 5, 2011
Building A Care Management Program
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| Care management planning |
But, say the Hardball-inspired Disease Management Care Blog readers, "tell us something we don't already know."
The DMCB found three useful nuggets of information:
1. There is no firm rule on the operational balance between central administration and peripheral distribution. Some of the Plans hire and oversee the care management nurses while others pay their network primary care sites to hire their own nurses. If the practices employ the nurses, they are free to let the managers see patients on an all-payer basis.
2. Care management caseloads vary from 35 to 150 persons and the enrollee to nurse ratio ranges from one full time nurse to 5000 to 14,000 commercial members. If less than 5000 Plan members are assigned to a primary care site, care managers split their time among multiple sites. As Plan members are further diluted or distributed through a network, there is greater reliance on remote telephonic communication and coaching.
3. Reduced costs? Group Health, Fallon and Security Health plan say they saved over $2.5 million, $2.3 million, and $1 million, respectively. Tufts Health Plan says they saved $1.90 for every dollar spent.
Other points known but worth repeating:
Features of successful care management include appropriate patient selection, person-to-person outreach, credentialed professionals, teaming, coaching on self-management, family involvement and access to community-based programs.
Embedding care managers in the primary care sites is worthwhile not only because face-to-face patient care has more of an impact, but because the physicians will benefit from the consultations, participation in "huddles" and discussion of the treatment plans. That also leads to a greater level of trust between the docs and the nurses.
There's better buy-in if the care managers are viewed by enrollees as an extension of the physicians, not the sponsoring insurers.
Technology is important: effective care managers are made more effective by electronic records, telemonitoring, decision support, work-flow aids and video/mobile communication.
The backbone of care management is made up of generalist nurses who are simultaneously comfortable with multiple conditions such as, for example COPD, mental illness and diabetes. That being said, there is a role for focused nurse support for patients with special needs, such as hospice, transplant or bariatric surgery.
An abundance of data support is only the beginning because the reports will need to be tailored to the physicians' clinical needs and communication preferences. They also have to be paired with regular meetings that promote best practices and solicit feedback.
When care management is first rolled out, physicians will first suspect this is another managed care ruse, assume it's a fast track to prior authorization or try to "downjob" clinical duties to the nurses that are outside of their scope of practice. It will take many months and much collaboration to sort out turf issues, control, office space, and offering care management to some but not all patients.
Sunday, November 29, 2009
Two New Studies Show Telephonic Disease Management Works
When skeptics think about 'disease management' (DM), they think about distant and nurse-filled cubicle farms that put unsuspecting patients through a speed dial version of education-lite. Plumbing the depths of these telephonic knockoffs, critics have made it abundantly clear that don't like what they see: a pseudoscience that confounds patients and antagonizes physicians. They're fed up with the lack of financial provider incentives, lagging technology and ineffective leadership support. It's so bad, 'how to' articles like this have become necessary to help address the physicians' loss of prestige, influence over patient care and income. Policy makers, academics and organized medicine groups have all agreed that the outrageous vendor fees could be better used for other stuff. Like vaccinating upper-class suburban tots. Or paying for motorized wheelchair scooters for affluent octagenarians. Or increasing primary care physicians' fees.A pox on disease management you say? Stone them?
Think again. Two important publications in the mainstream peer-reviewed medical literature suggest that traditional telephonic disease management is quite effective.
The first is this article, in which researchers from the University of Pittsburgh report the results from a randomized control trial that compares telephonic "collaborative care' (CC) (N=150) versus usual care (N=152) for fresh heart surgery patients that were discharged from one of seven Pittsburgh area hospitals with a surprisingly common side effect of their treatment: active depression (1).
The CC nurses provided 'psychoeducation' in the intervention group that increased awareness of depression treatment options. Backed-up by a psychiatrist/internist team, the nurses also facilitated the patients' treatment decisions. The article includes a description of the CC nurses' roles could have been written as a job description by any of the current for-profit disease management vendors:
'Adheres to evidence-based treatment protocols, supports patients with timely education about their illness, considers patients' prior treatment experiences and current preferences, teaches self-management techniques, actively involves primary care physicians in their patients' care through regular exchanges of real-time information, proactively monitors treatment responses and suggests adjustments when indicated, and facilitates co-management or transfer of care to local mental health specialists when patients do not respond to treatment, have clinically complicated cases, or upon request by the patient or primary care physician.'
Using an approach that is quite similar to any typical disease management vendor program, patients were telephoned every other week for two to four months with calls lasting 15-45 minutes. This was followed by a 'continuation phase' with a call every one to two months. Eight months later, various mood tests showed that the CC group had a greater and statistically significant improvement in psychological well being compared to the usual care group. In looking at the graphs from the study, the Disease Management Care Blog was unable to discern any meaningful difference in the overall rehospitalization rate, though it looks (no 'p' value was reported) like rehospitalizations for cardiovascular disease were considerably lower in the CC patients. CC women were also more likely to being taking antidepressants.
The second is this article, where the Duke University primary care clinics randomly assigned 636 patients to one of four treatments: 1) a telephonic bimonthly 'behavioral intervention' that used the patients' perceived risks, memory ability, literacy, educational level and the quality of the doctor-patient relationship to tailor engagement in the DASH diet (N=160) 2) just a home blood pressure (BP) monitoring device (N=158), 3) both education and a BP device (N=159) or 4) neither (N=159). Two years later, there was an absolute 11% increase in the proportion of patients that had blood pressure under control vs. 7.6% in the blood pressure cuff group vs. 4.3% in the phone call only group. There was no impact on health care costs (2).
First of all, the Disease Management Care Blog thinks both studies are an affirmation of what the mainstream DM vendors have been doing for years. While post-heart surgery depression hasn't been a topic of research, telephonic-based DM for depression in other settings has been shown to have considerable merit. As for hypertension, managed care insurers have known for years that BP control in primary care settings is not what it should be. In response, many DM vendors are selling patient engagement programs that promote the DASH diet with or without blood pressure monitors. Based on the Duke study, it would appear that the managed care organizations can expect and have achieved better blood pressure control with hypertension DM.
Secondly, aha, you ask, but are we getting our money's worth? Neither study 'saved money.' If the cost of the nurses was included, both interventions described above would probably be rated as money losing. While that may be technically 'true,' a) neither study followed patients for a sufficient period of time - it can take longer for a pay-off to accrue, b) commercial DM vendors are much better at identifying, targeting and successfully managing the high risk patients with a higher likelihood of excess costs, c) the interventions above were just for depression or hypertension; modern DM vendors are able to fold in additional care management interventions for other co-morbid conditions that can lead to hospitalization or increase costs and d) maybe, just maybe, the ultimate purpose of DM is not to save money but to increase quality of care at a price point that yields the greatest bang for the dollar. In other words, if depression or hypertension is better treated, maybe it's worth it to pay for it. Stick with usual primary care and you get what you pay for.
Thirdly, critics may point out that both studies above originated in physician-owned, operated and led settings. Fair enough, says the DMCB, but it also knows that primary care physicians in large health care systems are not necessarily more loyal to the 'home office' than any external vendor . In fact, close reading of both studies fails to show that the UPMC or Duke nurses were really all that different from any other external care management initiative. The DMCB doesn't believe the location/ownership of the nurses is what's important. Rather, it's what they do and which patients they do it to.
The DMCB has pointed out for years that telephonic disease management is an important option in the suite of services for caring for populations with chronic illness. It's nice to see that there are now two studies that confirm that perspective.
1. Rollman, B, Herbeck Belnap B, LeMenager MS, Mazumdar S, Houck PR, Counihan PF et al: Telephone-Delivered Collaborative Care for Treating Post-CABG Depression: A Randomized Controlled Trial. JAMA 2009;302(19):2095-2103
2. Bosworth HB, Olsen MK, Grubber JM, Neary AM, Orr MM, Pwers BJ et al: Two Self-management Interventions to Improve Hypertension Control. A Randomized Trial. Ann Intern Med 2009 151(10):687-695
Thursday, October 15, 2009
The Sauce vs. Soufflé Approach to Care Management: Implications for Health Reform
Thanks to all those cooking shows, the Disease Management Care Blog fancies kitchen metaphors. In thinking more about yesterday’s post on ‘care management,’ one allegory came to mind: the making of sauces versus soufflés. It occurred to the DMCB that care management, despite all the scientific trappings, is best thought of as a sauce. How well health reform can swallow that remains to be seen.When the DMCB makes spaghetti sauce, it knows the red stuff basically involves tomatoes. Once that basic ingredient is fulfilled, the rest is a creative mix of spices, maybe some wine, chopped sweet peppers, mushrooms, onions, garlic, other stuff and what-the-heck whatever-this-is-from-the-fridge and then drinking some wine. Think The Godfather’s Peter Clemenza and his famous going to the mattresses recipe for 20 guys.
Then there are soufflés. The closest the DMCB ever got to that level of culinary expertise was when it tried to make crème brûlée. What unfolded early the next morning wasn’t pretty. The point is that the DMCB appreciates that soufflés require an extraordinary level of cookery. The ingredients have to be apportioned in exact amounts, their mixing has to be precise and the oven temperature and bake time must be unerring or the result will be a stone. In medicine, think the operating suite and making sure the same check list is completed all the time every time.
When guests sit down to the DMCB’s sauce n’ pasta, they know what it is and it usually does the job. In the world of case management, the red stuff (otherwise known as the key core ingredient) is the generalist registered nurses referred to in Dr. Bodenheimer’s New England Journal article on care management. The rest is based on nursing science, lots of opinion, local culture, available resources and what’s in the fridge.
Check out the peer-reviewed literature used by Dr. Bodenheimer to make the case for care management. There is one reference on advance practice nurses and the role they play in helping patients discharged from six city hospitals, another on ‘trained nurses’ using a Care Transitions protocol for recently discharged patients in Colorado and primary care-based registered nurses in Baltimore who had completed a course in ‘Guided Care Nursing .’ There are other examples used in the article, including a geriatrician-led high risk clinic doing home visits, a roving geriatric physician-two nurse team managing 300 patients and the CMS capitated benefit plan called PACE. All are unique, yet all share the key ingredient of nurses doing nursing stuff that help patients move from point A to point B. It’s what does the job.
In the DMCB’s recent American Journal of Managed Care editorial, it argued that population-based programs for the care of patients with chronic illness are necessarily varied. The core ingredient makes it recognizable but around it there is considerable creativity and flexibility. Dr. Bodenheimer’s article didn’t necessary address the non-uniformity of care management, but the references he used certainly speak to that dimension.
As a result, it will be very challenging for accreditation agencies, recognition programs, managed care and accountable care organizations as well as Federal health reform and all the necessary regulations that follow to accommodate all those excellent cooks and their wonderful savory creations in the delivery of care management. Hopefully, the powers-that-be will recognize the need for flexibility in this area.
Hopefully, they'll be less about soufflés and more about sauces.
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Post script: The closest Dr. Bodenheimer has come to endorsing disease management is also in this New England Journal article:
'Telephonic care management has been effective when combined with face-to-face visits but has not worked by itself.'
Welcome to the club, Dr. B. The DMAA's been pointing this out for over a year and regular readers of the DMCB have long been familiar with the concept.
Wednesday, October 14, 2009
The Definition of 'Care Management' Courtesy of the New England Journal
The Disease Management Care Blog appreciates it when a useful definition appears in the peer-review literature. It helps everyone in the population-health care business to agree on terms, concepts and principles. The definition of 'care management' has now appeared in an article* by Thomas Bodenheimer and Rachel Berry-Millett in the Sept. 30 New England Journal of Medicine. This quote and the reference can be used by population health warriors everywhere who are dealing with those upcoming responses to RFPs, business plans, presentations, learning sessions, staff meetings, PowerPoints, professional development classes and care initiatives:Care management is a set of activities designed to assist patients and their support systems in managing medical conditions and related psychosocial problems more effectively, with the aims of improving patients’ functional health status, enhancing the coordination of care, eliminating the duplication of services, and reducing the need for expensive medical services.
There have been other definitions (for example, here and here) and they more or less support the same concepts, but this may turn out to be the oft-cited reference because:
a) let's face it, it's in the New England Journal. It looks good when you quote it.
b) the authors explicitly point out that care management is generally provided by a 'registered nurse.' The DMCB heartily agrees because it is a big fan of nurses and has witnessed repeatedly how their common sense and familiarity with the 'system' are invaluable to docs and patients alike. What's more, the article points out the value of non-specialty trained nurses, which makes sense: this is a role that often calls for generalism and a working knowledge of primary care.
c) the authors also point out that care management should not be applied 'to patients who are too sick to benefit.' While there is no citation for this particular assertion, the DMCB likewise not only agrees with that, but points out that regular DMCB readers are already long-familiar with the supporting peer review literature. The DMCB recalls numerous instances in which its health plan senior leaders insisted that care management nurses 'do something' about the catastrophically ill patients that had had numerous inpatient stays, required many specialty physician visits and used some very expensive medications. Experienced care management leaders already know that care management is best 'aimed' at patients that are in the sweet middle: not too well that their risk of an exacerbation is low, but not too sick that nothing could be done.
Now, in addition to quoting the oft Googled, widely read, sometimes quoted and always useful if humble DMCB about care management, you can also quote Dr. Bodenheimer and the Journal.
Here's the citation for your copying and pasting pleasure:
*Bodenheimer T, Berry-Millett R: Follow the money - Controlling expenditures by improving care for patients needing costly services. New Engl J Med 2009;361(16):1521-1523
And here's the pdf for printing or forwarding to your colleagues.
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