market leakage model

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IPSOS HEALTH White Paper © 2009, Ipsos Healthcare Dynamics Model “Go with the ( patient ) flow”

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Page 1: Market Leakage Model

I P S O S H E A L T H

WhitePaper

© 2009, Ipsos

Healthcare Dynamics Model“Go with the (patient) flow”

Page 2: Market Leakage Model

I P S O S H E A L T H

Historically, the focus on understanding healthcare choices through research with physicians and otherhealthcare professionals was a strong approach to healthcare marketing research. In the evolution ofhealthcare systems, for many patients, their physicians are no longer the sole influencers of brand choices.Pharmaceutical marketing has broadened in its scope so that efforts are made to achieve effective market-ing across all relevant stakeholders. By way of example, in the current environment, the decisional role ofphysicians is often combined with: patients’ perspectives, caregiver concerns, pharmacists’ influence, healthplan decisions, and governmental policies. In any therapeutic category, for marketing research to be aneffective partner in the marketing process, research tools need to provide an understanding of the relevantstakeholders and how their perspectives interact to result in the choices of brands. Physicians may wieldconsiderable influence, but in the current environment, they are rarely making unilateral decisions.

A high level research approach that is well suited to achieve the goal of integrating the attitudes, beliefsand choices of healthcare stakeholders is to construct an understanding of the buying process that is inplace for a therapeutic category. To conduct research on the “buying process” broadly refers to building anunderstanding of the steps which occur, over time, to result in the selection of a brand. Within healthcare,phrases such as “patient dynamics,” “treatment algorithms” and “market flow modeling” have been used todescribe a similar concept.The idea of following the progress of a process over the course of time is, in andof itself, not novel. From a healthcare perspective, a “case study analysis” is typically reported in terms of thesequence of events that have occurred for a single patient. Similarly “chart audits” while often focusing ona singe point in time, can be implemented in order to identify how a cohort of patients progresses throughthe healthcare system. The Ipsos Healthcare Dynamics Model is a systematic enhancement of these fundamental approaches to healthcare marketing research.

The Ipsos Healthcare Dynamics Model (HDM) is, at its core, a primary research methodology that seeksto build an understanding of each of the important stakeholders in a therapeutic area. Through the use ofseveral questionnaires based on an integrated design, we achieve a multi-stakeholder, comprehensive analysisthat is reflective of the sequence of steps through which healthcare is actually delivered. Since our designarchitecture is in place prior to the initiation of a program of research, we can achieve a flexible approachfor clients. From an investigative standpoint, it may be appropriate to start with research delving into thepatient’s perspective and the physician’s perspective on the buying process. Research with a patient and aphysician cohort will have points of integration in terms of data collection, analysis and recommendations.It is common for marketers to believe, at the outset, that several stakeholder groups are impacting the treatment and brand decision process. Occasionally, it only becomes apparent after initiating the researchwith a few stakeholder groups that other stakeholders are important as well. The HDM approach allows formultiple stakeholders to be included in the research design and for follow-up studies to be implemented sothat additional stakeholders can be merged seamlessly into the original research with additional findingsand recommendations developed in a consistent context.

Core elements in the HDM approach are the: 1) Patient’s experience as the organizing principle, 2) High levelprocess steps that are frequently found in research across a range of therapeutic categories and situations,3) Detailed analysis of process steps specific to the therapeutic category being studied and 4) Assessmentof the relative impact of each of the various stakeholders. The experiences of a person who perceives thatthey have a health problem and then enters the healthcare system should be focused on as the fundamentalbuilding blocks of a buying process analysis. The twists and turns that patients pass through as they nego-tiate their way to solving their health problem are critical points to be understood and evaluated as poten-tial leverage points for marketing. HDM research often identifies patient experiences that can becategorized as is illustrated in Figure 1. The patient perceives they have a health issue. They subsequently“originate” or enter the healthcare system and proceed to be evaluated, diagnosed and treated. Subsequent

© 2009, Ipsos

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Page 3: Market Leakage Model

I P S O S H E A L T H

steps include the delivery of a healthcare solution, compliance with treatment recommendations and follow-up activities. Keeping these steps in mind while evaluating patients’ experiences provides strongguidance, but does not produce a questionnaire or discussion guide, in and of itself. Careful inquiry, begin-ning with a focus on what occurs prior to officially entering the healthcare system (sensing a problem,checking the internet, etc. prior to seeing a healthcare professional), and sequentially tracing through theexperiences of patients throughout their experience to a solution (which may be the control of symptoms,a cure of a condition, or leaving the healthcare system with less than what was originally sought). Using theHDM approach, the perspectives of other stakeholder groups are gathered with questionnaires that focuson the elements of the patient’s experience that are known to those stakeholders (e.g. physicians can provide strong detail on office visits, but not on the reasons for origination nor the extent of compliance).We have represented the potential for different stakeholders to have input to selected steps in the buyingprocess in Figure 1 with the icons for each of the commonly recognized shareholders.

© 2009, Ipsos

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Figure 1– Common Healthcare Buying Process Steps

Page 4: Market Leakage Model

I P S O S H E A L T H

With the HDM data collection strategy optimally including patients reporting on their personal experiences,physicians reporting on specific patients who meet select criteria, and pharmacists, managed care decisionmakers, family members /caregivers, non-physician practitioners providing their perspectives on the sametypes of patients the full 360 degree view of the buying process is revealed. With a research design thatbegins with the recognition of the need for integration, findings and recommendations are focused on thekey leverage points in the buying process and the stakeholders who are most important for each of them.

The analysis is exemplified in Figure 2 and Figure 3. In Figure 2, we show a fundamental analysis resultingfrom an HDM approach to the buying process. The horizontal bar chart shows the drop-out of patients asthey pass through the healthcare system. Theoretically all appropriate sufferers are included at the startingpoint at the top of the diagram. A general observation in HDM studies is that as sufferers go through thesequential steps in obtaining a healthcare solution, more and more of them are lost to the system. Thisadaptation of an actual study shows that for a particular pharmaceutical company offering a pharmaceuticalsolution to a condition, only 10% of the theoretical target population is still in the healthcare system at thepoint where a prescription would be written. The extent of drop-out is identified quantitatively. Figure 3illustrates the approach for integrating the findings from multiple stakeholders. It is important to consider

© 2009, Ipsos

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Figure 2 – Patient Drop Out: Market Leakage Model

Cumulative ActualPatients Lost Patients Lost

Leverage Points and Leakages (,000) (,000)

Prevalence

Perception 3,240,000 3,240,000

Evaluation 3,840,000 600,000

Diagnosis 4,800,000 960,000

Treatment 6,000,000 1,200,000

Delivery 9,600,000 3,600,000

Complianc 0,680,000 1,080,000

Follow-up 11,040,000 360,000

100%

68%

73%

60%

50%

20%

11%

8%

� Total Theoretical Market Potential � Realized Market Opportunity – Market Leakage � Priority

Figure 3 – Integrating Stakeholder Perspectives of The Buying Process

PharmacistsPayors

Physicians

Patients

BigPicture

Page 5: Market Leakage Model

I P S O S H E A L T H

multiple relevant stakeholder perspectives at each step along the way in the process to identify both signifi cantopportunities and pragmatic solutions that will optimize product /brand choice. At different points in theprocess, the mix of influences in decision making can change. Physicians may be dominant in determininga diagnosis and play a leading, but not exclusive role in the selection of a brand, but patients are critical to the compliance process – even though other stakeholders (physicians, caretakers, etc.) play a part. Bybuilding the linkages in the data collection phase, the analytics of the HDM provide a systematic approachto identifying the key stakeholders and the impact that each has.

Ipsos Healthcare Dynamics Model research programs usually begin with a qualitative phase that isdesigned to uncover both the specific steps in the sequence and the language that is used by the key stake-holders. The qualitative phase also provides insight into the range of reasons given for the variousdecisions made as the patient passes through the system.This qualitative learning is then used to inform thequantitative data collection phase. The steps of the process are quantified, in terms of the numbers ofpatients flowing through the system, the roles of the stake-holders and the importance of the attitudesand beliefs of these stake-holders. The HDM approach to the buying process is to apply a flexible designarchitecture that can accommodate all the steps in the healthcare system, for a wide range of therapeuticcategories and stake-holders.

The signature outputs from the Ipsos Healthcare Dynamics Model include graphic representations of:the number of patients in the system at various points in the process, and the importance of the perspectivesof various stake-holders. And (for some therapeutic categories), an additional option is an EXCEL basedsimulator which forecasts the impact of marketing initiatives on the buying process and allows for the testingof many hypothetical scenarios.

These outputs provide commercial insight on the critical elements of focus for healthcare marketers. Theoutputs illustrate: the size of various actionable opportunities, who are the appropriate targets for marketinginitiatives and how do they mutually influence the outcome of the process and finally, what tactics andmessages are most likely to be effective.

For more information, contact:

Paul Snyderman at [email protected] Elys Roberts at [email protected]

About Ipsos Healthcare

Ipsos Healthcare provides full-service custom research to prescription drug manufacturers as well as biotechand healthcare providers. Ipsos Health’s business-oriented approach and vast global resources supportclients in creating, differentiating and commercializing their brands. Ipsos Healthcare specializes in positioning,branding, and communication, as well as in-market performance monitoring.

To learn more, please visit www.ipsoshealth.com.

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