home email us! sindicaci;ón

Personalization in Managing Health, Risk and Disease

by Scott MacStravic

While the benefit of personalizing medical treatments for diseases such as cancer has been demonstrated already, the customization of management efforts aimed at maintaining health, reducing risks and keeping chronic disease from crises, complications and worsening over time, has not been widely tested.  In general, standardized, one-size-fits-all options are offered by employers, insurers, and specialized providers of such options, with consumers having the option of enrolling in them or not.

Some degree of customization typically occurs as a natural course of events when individual consumers interact with individual providers in face visits or phone coaching sessions.  More explicit customization is also achieved through automated analysis of individual consumers’ health risk assessments, for example.  If there are as few as 20 questions, each with five possible answers in such an assessment, this will generate 95 trillion different possible combinations of answers, though even that large number of possibilities will not guarantee there are no duplications.

Customization in health/risk/disease management (HRDM) must serve at least three purposes, where in treatment of diseases such as cancer, it serves mainly one – ensuring that the most effective option is used for each patient.  HRDM customization should yield interventions that are:

  1.   most likely to be effective in achieving the desired results
  2.   most attractive and satisfying to the individuals being managed
  3.   the least costly possible while meeting the first two criteria

HRDM “treatments” can run the gamut from minimally expensive to very costly.  Disease management efforts tested by participants in one of the Medicare demonstration projects, for example, varied from $80 to $444 per participant per month.  Such costs only make sense when both the prospects of and actual savings results achieved more than cover them.  And the savings potential of different HRDM interventions varies widely by the kind of problem being addressed.

Health management, defined as any combination of maintaining or improving the health of already risk-free people (of which there are only a few) so that they do not become at risk, is potentially worth only what would have happened without any intervention.  If, for example, there would be a 30% risk that such people would “move up” to one risk in a year, and their added cost to payers were $100 per year, it could only make sense to invest $30 for every person in the no-risk cohort, and that would only achieve a break-even result.

By contrast, keeping people who have one or more risks from moving up to a higher level, while enabling them to reduce their overall risks, could save significantly more.  A 1999 study indicated that employees with 0-1 risks generated medical costs of $1389 per year each and 2.45 days of STD expense , on average; those with 2-3 risks, $1730 and 5.28 days; those with 4+ risks $2701 and 13.16 days.  If these employees were being paid at a rate of $50,000 per year, their STD replacement costs would represent roughly $200 for each day used, or $490 for those with 0-1 risks, $1056 in STD costs for those with 2-3 risks, and $2632 STD for those with 4+ risks.

For each employee moved from the 4+ to the 2-3 risk level, savings would be as much as $2632–$1056 = $1576 in STD costs, plus $2701–$1730 = $971 in medical costs, or a total of $2547 in total costs.  This means that costs of interventions could be as much as a thousand dollars or more and still yield a positive ROI. [R. Loeppke “The Business Impact of Health and Health-Related Productivity” American Occupational Health Conference May 4, 2003 (www.acoem.org)]

For some chronic diseases, such as congestive heart failure, effective management has been shown to save many thousands of dollars a year in medical costs alone, plus many more in reduced absenteeism and presenteeism, as well as STD and LTD costs.  It would often be possible to invest five thousand dollars and more and still obtain a positive ROI in such cases.  Customization by cost is easily the most essential form of personalizing in HRDM, where quality is the dominant concern in personalizing sickness treatment.

Customizing HRDM efforts based on what works best is clearly just as desirable, while savings potential serves mainly to put a cap on how much an effective intervention can cost and still be cost-effective.  But customizing to the preferences of consumers may be at least as important.  If an HRDM intervention is not attractive and satisfying enough to attract and retain enough participants, it cannot hope to yield enough savings to cover costs.  Just what is “enough” participation will depend on how expensive the problem is and how cost-effective the solution in each case.  But one-size-fits-all examples have rarely achieved the desired level of participation.

A Wall Street Journal/Harris Interactive poll of employees, for example, found that only 25% of respondents were even aware that their employer offered some kind of wellness program, and only 9% said they participated in such program.  While satisfaction among participants was quite high (55% rated the program as somewhat and 44% very helpful), such low participation, given the almost guaranteed majority of employee who would benefit from participation, guarantees sub-optimal results. [“Staying Well” Marketing Health Services Summer 2004 p.5]

By contrast, “participation” in a wellness program need be no more than taking the health risk assessment (HRA) or other screening that is included in almost all such programs.  When the Principal Financial Group followed up its employee health screening, for example, it found that 47% of those who participated reported they had improved their diet, 45% were exercising more, and 42% were paying more attention to healthier options. [“Screening Process” Marketing Health Services Summer 2005 p.5]

As marketers in general are gradually learning, offering consumers choices and customizing products and services to individual preferences is clearly more effective in generating sales, though it adds to costs.  This is at least as true in HRDM intervention marketing, with the advantage that the dollar benefit of HRDM participation is far easier to predict and calculate than is usually the case in other situations.  Whether used to constrain investments up front, or better, to calculate the best overall investment to make, customization in managing health will be at least as important as it is becoming in treating sickness.


3 Comments »

  Frederick Navarro wrote @ June 13th, 2007 at 2:08 am

The title of this post did not fit the focus of the text. This post had little if anything to do with personalization. It’s focus was on cost optimization and ROI. Interventions always need to balance cost and efficacy, but that has little to do with “personalizing” an intervention to an individual or group.

Personalizing an intervention means more than putting my name on an option with good ROI. Personalizing an intervention means that it fits my health priorities; it works to leverage my existing patterns of health behavior for maximum effect. It identifies compatible supporting behaviors and puts them to use. It also identifies incompatible discordant behaviors and works to minimize their influence. The intervention is tailored to my particular skill set and abilities. The motivational and persuasive efforts key on my existing priorities. The intervention addresses me in multiple ways and across multiple dimensions so that the focus is not on one risk factor at a time, but on a wholistic paradigm so that reduces multiple risk factors simultaneously.

When you couch intervention cost optimization/ROI in the language of “personalization” you do nothing but create confusion and you erect mental barriers that inhibits the advancement of health and wellness innovation.

Oh, yes. With respect to your example of the 20 item questionnaire with 5 levels each producing “95 trillion combinations”, yes, this is true. But the fact is that I use such a questionnaire as the key tool in my work, and I have 20 years worth of application to show that there are only nine basic patterns or profiles that explain the health behaviors and priorities of 90% of US adults. Once the health and wellness movement recognizes what these nine profiles reveal and the multiple ways they can be leveraged, there will be plenty of ROI to go around.

  Scott MacStravic wrote @ June 13th, 2007 at 9:34 am

I certainly agree that “personalization”, “customization”, “tailoring”, or “individualization” can be employed for a variety of purposes in a variety of ways, and in a variety of degrees. It is often applied to segments, for example, such as the nine basic profiles that explain 90% of behavior patterns you mention. On the other hand, I don’t see what the argument is about — Personalization is not an end in itself, but a strategic or tactical means to an end, in this case, to modifying patterns of behavior in order to improve health, reduce risk and manage disease, which in turn is a means to a number of other ends. These may include reducing sickness care costs (they often increase “healthcare” costs in the process), improving employee productivity and performance, improving the health of the community and the nation, and the health/quality of life of people. It is more often used in attempts to get people to buy particular products at the moment, and is probably best used to optimize the value that both the sponsors and recipients of personalized efforts get from the intended behavior changes, but I don’t think that disqualifies the use of “personalization” in the title of the piece. But since personalization allows for differences of opinions among individuals, so be it.

  Frederick Navarro wrote @ June 16th, 2007 at 2:36 am

Based on your picture you bare a striking resemblence to my attorney. If I wasn’t good friends with him, it would be kind of erie. Anyway, perhaps my comment was a little strong. I guess I just focused on all the detail you provided on ROI (very good figures, by the way!) and so little “detail” on what personalization or tailoring is really all about. For example, what are the relevant dimensions of tailoring or personalization that should be considered? Do we tailor based on apathy level? Do we tailor based on assertiveness? Do we tailor based on trust?

The power of tailoring will come to the fore when it not only supports greater participation, but also improved efficiency. As one example, one of the nine types that exist in the US has higher disease prevalence and higher claims, but the claims come from over-use of medications, outpatient and diagnostic services. Another type who is just as sick, under-uses medications, and over-uses ERs and requires more hospitalizations. The second type is a passive learner; the first type is an active learner. The differences between the two are both behavioral and attitudinal. With these profiles, we can be more efficient in terms of what areas of demand to focus on, and more effective in communicating because we have a good idea about how they learn. This is detail about how tailoring and personalization can shape tactics and contribute to ROI.

Your comment

HTML-Tags:
<a href="" title=""> <abbr title=""> <acronym title=""> <b> <blockquote cite=""> <code> <em> <i> <strike> <strong>