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Posts Tagged ‘analytics’

This week’s announcement that 3M has acquired CodeRyte was a surprise as much as it was completely predictable.  On one hand, 3M Health Information Systems has had enjoyed what seemed at times to be a near ubiquitous presence in the coding solutions market for years and has been noticeably absent in the M&A arena since 2006 when it acquired SoftMed Systems (note: the $230M acquisition of Attenti in 2010 sits within 3M’s Track and Trace Solutions division).  However, with the impending move to ICD-10 in October 2014 as well as a broader trend toward greater levels of clinical documentation granularity and improved data management and analytics capabilities in healthcare, it is completely understandable that 3M had to make a provocative move to both protect its market share and strengthen its ability to deliver value to its provider customers in a highly regulated, increasingly complex healthcare environment.  The fact that 3M has had a reseller arrangement with CodeRyte since 2009 is further evidence of the existing relationship and fit between the two organizations.

With that being said 3M’s move to acquire CodeRyte represents, in our opinion, a potential defensive strategy to maintain its leadership position in coding and documentation improvement.  While not conclusive, there are a host of data points that seem to support this assertion:

  • Heavy reliance on legacy encoder and grouper technologies – 3M’s leading flagship products provide a lot of financial stability for the organization, but these technologies are becoming dated amid the industry’s ongoing evolution and other, more nimble solutions coming to market
  • Success and momentum of Optum and A-Life – Optum’s acquisition of A-Life has been very successful in the marketplace as of late, further challenging 3M’s existing position in computer assisted coding (CAC)
  • Uptake of point of care workflow tools – While 3M’s 360 Encompass System provides an intriguing bridge between customer’s financial and clinical data at the point of care, this solution is relatively new and has presumably not had the sort of uptake that meaningfully impacts the division’s top-line
  • Limited success in penetrating adjacent markets – 3M has struggled to extend its solution set into growing opportunities with payers, Health Information Exchanges (HIEs), and Accountable Care Organizations (ACOs).  Payers, for one, represent a huge counter-market to the providers as the entire healthcare industry looks to neutralize the impact of the ICD-10 transition

This isn’t to say that the combination of 3M and CodeRyte isn’t innovative – in fact, the addition of CodeRyte’s Natural Language Processing (NLP) and CAC capabilities could greatly improve the workflow efficiencies at the end-user level.  However, the need of 3M to bolster and extend its coding capabilities is apparent as emerging clinical, financial, and compliance objectives increasingly require a more pervasive data management and analytics platform delivered at the point of care and throughout the healthcare ecosystem (providers, payers, EMR vendors, consumers, etc.) to solve a range of increasingly complex and intermingled challenges.

 

Seth Kneller

Seth Kneller is a Vice President at TripleTree covering the healthcare industry, specializing in revenue cycle management, clinical software solutions, geriatric care and healthcare analytics. Follow Seth on Twitter or e-mail him at skneller@triple-tree.com.

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With only 18 months left until the Centers for Medicare & Medicaid Services (CMS) ICD-10 implementation deadline, pressure to comply is mounting for a vast array of healthcare constituents.  ICD-10, or International Statistical Classification of Diseases and Related Health Problems 10th Revision, is a medical code set used to standardize both diagnoses (ICD-10-CM) and procedures (ICD-10-PCS).  Mandated to replace the existing ICD-9 standards on October 1, 2013, its been well documented that ICD-10 will provide a level of clinical granularity far exceeding that of its predecessor; and as shown below a vast increase in the sheer number of codes.

The implementation deadline has spurred some debate.  James Madard, Executive Vice President and CEO of the American Medical Association (AMA), recently wrote a letter to HHS Secretary Kathleen Sebelius asking her to halt the ICD-10 implementation process.  “The timing of the ICD-10 transition…,” Madard wrote, “… could not be worse as many physicians are currently spending significant time and resources implementing electronic health records into their practices.”

Madard alludes to an issue that is central to both payers and providers which are that multiple Healthcare IT guidelines (ICD-10, HITECH, etc.) will need to be smoothly and quickly implemented to ensure proper reimbursement and avoid heavy government penalties.  The ICD-10 concerns for providers are becoming a boon to vendors, as solutions ranging from data analytics and terminology management to consumer focused solutions are enjoying strong demand.

In our view, vendors need not worry that an extended deadline will curb this demand.  As the healthcare universe shifts from fee-for-service to capitation and bundled-care reimbursement models, innovative technology will be a chief driver in achieving cost reduction.  In addition, we’re recommending that vendors align their business strategy and product offerings around three initiatives:

  1. Effectively working with Channel partners to provide bundled “end-to-end” solutions that satisfy reporting requirements for multiple federal mandates
  2. Creating flexible product platforms that can be easily integrated into legacy systems (and updated as necessary)
  3. Stay out ahead of government regulation and build organizational agility that can meet changing client demands

Let us know what you think.

Jeff Farnell

Jeff Farnell is an Analyst at TripleTree covering the healthcare industry, with a specialization in revenue cycle management, compliance and tech-enabled business solutions. You can email him at jfarnell@triple-tree.com.

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It’s hard to believe that HIMSS 2012 is just around the corner.  As we look ahead amid the consolidation and investment opportunities in healthcare, if you are at HIMSS this year and would like to exchange perspectives on the industry or bring us up to speed on your progress for the year, please let us know.

Here is what’s on our radar related to our research and advisor agenda for the year.

  • Why ‘consumerism’ is impacting healthcare delivery models at an unprecedented pace
  • How mobile applications are key tools for navigating a ‘B2C shift’ in healthcare
  • Where innovations are evolving quickly to meet the demographic shift of seniors
  • How productivity tied to health is a growing focus for employers
  • Why compliance-centric issues ranging from payment integrity to improved patient outcomes are dominating many health care cost debates
  • How the shift toward ACOs and Medical homes is radically altering care delivery models
  • The impacts of ‘life beyond the EMR’ as more granular clinical documentation will substantially increase risks associated with reimbursement, compliance, and productivity.
  • How healthcare is being driven by data and analytics to build a more complete picture of a patient
  • Where the pharma market is shifting away from paper-based systems and processes and calling for innovations that reduce cost across the clinical development landscape

Let us know what you’re thinking about…see you at HIMSS in a few weeks!

Chris Hoffmann

Chris Hoffmann is a Senior Director at TripleTree covering ‘consumerism’ and where legacy and edge technologies are impacting healthcare. Follow Chris on Twitter or e-mail him at choffmann@triple-tree.com.

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Whether it’s paying a cable bill, mortgage, cell phone bill or other monthly recurring payment, consumers have been increasingly replacing paper check payments with online bill pay technologies for the past decade.  Healthcare, often dubbed as being ten years behind other industries technologically, had a recent breakthrough in the adoption of electronic payments.  The Department of Health and Human Services (HHS) recently released new rules on the electronic fund transfer (EFT) standards, a move that is projected to save the system billions of dollars and pounds of paper.

The new rules establish common interchange standards to streamline the format and data content of a transaction from a health plan (or payer) to a provider’s bank for claim payment and issuance of an electronic remittance advice (ERA).  The ERA is a notice of payment sent to providers to help reconcile electronic payments with the associated claim(s).  Historically, with minimal EFT volume, providers struggled with the reconciliation function, but the new regulations will require the use of a trace number that automatically matches the two.

Why has EFT payment adoption been slow to date and how does future adoption increase?  Despite the majority of payers possessing EFT capabilities today, providers have been slow on the uptake because payments are submitted in varying data formats making the processing and reconciliation very difficult.  With the new HHS rules, a standard data set will allow providers to rely on one system and/or format to take in and reconcile payments.  Payers are motivated to implement electronic payments for a variety of reasons, but most predicated on the associated cost savings.  I believe we will increasingly see payers forcing the transition within their provider network – perhaps even charging providers fees to cut a check.

Benefits of transitioning to electronic payments:

  • Faster revenue cycle, reduced AR, and improved collection metrics for providers
  • Increased productivity – more claims with less staff
  • Reduced potential manual errors
  • Increased business intelligence opportunities

Perhaps the most important benefit is increased business intelligence.  Traditional paper checks limit payers (and providers) ability to mine data as there really isn’t much data associated with a paper check or image.  However, EFT payments create new and unique opportunities to layer business intelligence and analytic solutions on the payment data sets.  Some of the obvious low hanging fruit is Fraud, Waste and Abuse analytics which is a huge issue in healthcare with large opportunities for savings.

The healthcare system is finally closing the payment technology gap which will save billions of dollars, increase efficiency, and create new business opportunities to make healthcare smarter.  Let me know what you think.

Judd Stevens

Judd Stevens is an associate at TripleTree covering the healthcare industry, specializing in the impacts and transformation of health plans in a post-reform world.  Follow Judd on Twitter or e-mail him at jstevens@triple-tree.com.

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A few months ago, we noted that the release of regulations for ACOs would trigger an ACO services race across the healthcare landscape, where market participants would be sprinting to create service offerings that would help hospitals and physician practices become compliant with the CMS ACO regulations for sharing financial risk and the rewards.  So where do things stand six months later?

Just like earlier this year, the “Big Two” – Optum and Aetna – seem to be squarely in the lead of creating a turnkey ACO solution.  And in the last few weeks, we’ve seen a couple items of note from these two.  The first was an interview with Charles Kennedy, CEO of Aetna’s ACO division on HISTalk.  In the interview, Kennedy talks about how Aetna is pursuing the ACO opportunity via three go-to-market offerings:

  • Clinical integration (basically an HIE via Medicity)
  • A population-based approach with chronic disease management tools that typically rolls out to hospital employees as a way of deploying a light version of an ACO
  • A full, private-label health plan, where a delivery system has their own health plan “powered by Aetna”

Last week, Optum announced that it has brought together its own ACO division with more than 700 people (!) focused on enabling “Sustainable Health Communities,” which is Optum’s version of the ACO concept.  Optum’s press release calls out its own five-part strategy:

  • Patient and population health management
  • Informatics, analytics, and technology
  • Clinical integration, network development, and physician change management
  • Payment model, contracting, and actuarial expertise
  • Operating expertise

Interestingly, the press release also mentions that Optum is also bringing solutions to market targeted at commercial health plans and government payers – the other side of the ACO/shared risk/bundled payment equation.

The big question we have been trying to figure out here at TripleTree is who is going to follow “the Big Two” and their industry-leading ACO partnership announcements (specifically: Optum with Tuscon Medical Center and Aetna with Carilion Clinic)?  Where are the other healthcare companies that are going to pursue this mammoth opportunity?  Wellpoint’s acquisition of CareMore, McKesson’s acquisition of Portico, and Harris Corporation’s acquisition of Carefx certainly point to their interest in this market, as does Premier’s burgeoning alliance with IBM – but we have yet to see any of these or other players signal their interest in developing a broader set of provider-focused bundled payment service offerings.

This past week we think have finally seen another company unequivocally throwing its hat in the ring:  The Advisory Board Company announced the creation of a new company called Evolent Health, in partnership with the UPMC Health Plan.  Evolent intends to provide a platform for population and health plan management to leading health systems as they develop their value-based care strategies.  This follows ABCO’s earlier acquisitions of Crimson, Concuity, and Cielo MedSolutions – all earlier signals that the company was pursuing the hospital analytics, contracting, and registry marketplaces in a big way.

It makes perfect sense for The Advisory Board to do this – with nearly unparalled access to hospital c-suites across the country, it was only a matter of time before they launched a solution to address the many, many requests they must be getting to help with hospitals’ new risk-sharing strategies.  We see this as a welcome development in this space, and hope to see other HCIT players, undoubtedly facing their own questions from their healthcare clients, enter the fray as well.  Where are you, Accenture, Microsoft, and Elsevier?

Let us know what you think.

Conor Green

Conor Green is a Vice President at TripleTree covering the healthcare industry, and specializing in revenue cycle management and tech-enabled business services. You can email Conor at cgreen@triple-tree.com.

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Year to date, we’ve used the tag “consumerism” several times to reference innovation and consolidation where health care payers and providers are yielding control to consumers regarding more control in healthcare decision making.

TripleTree research is often brought to life through our deal flow, and we were pleased last week to announce that our client Connextions, announced its acquisition by OptumHealth – a seminal illustration of why consumerism in healthcare is so relevant.

Click here to read the full press release.

Carriers, providers, employers and other healthcare stakeholders are realizing that optimizing customer experience needs to become a critical component to their service delivery platforms.

The Connextions platform and use of analytics around member behaviors have created a unique acquisition, retention and up-sell platform for top carriers in the U.S., and a growing number of public and private hosts of insurance exchanges.

Click here to learn more about TripleTree’s perspectives on the impacts of consumerism and look for future research from our team on Seniors, Informatics, ACOs, Consumer Engagement and Social Media – all topics where consumerism is a key undercurrent.

Have a great week!

Chris Hoffmann

Chris Hoffmann is a Senior Director at TripleTree covering Cloud, SaaS and enterprise applications and specializes in CRM, loyalty and collaboration solutions across numerous industries. Follow Chris on Twitter or e-mail him at choffmann@triple-tree.com.

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While the deadline for ICD-10 implementation is not until October 2013, the new clinical documentation code set expands over 8x from 24,000 to > 200,000 and with enterprise-wide effects will be one of the most impactful mandates in the history of medical coding.

According to studies from HIMSS and AHIMA, the majority of provider organizations are lagging in their ICD-10 preparedness. Emdeon also mentioned in their Q1 earnings release that their hospital customers have only recently started to focus on remediating their systems in anticipation of ICD-10.

Under the ICD-10 environment, hospitals will quickly find that their current levels of physician documentation will not support the new mandates, which could pose risks to reimbursement rates. Our significant work in healthcare IT and compliance are underscoring the importance of hospitals aligning now with their physicians so that improved documentation protocols can ease the pain of transitioning to ICD-10.

M&A activity in healthcare IT has been robust as my colleague Seth Kneller illustrated in a recent post.  The clinical documentation space in particular was invigorated with the recent announcement of two notable deals:

  • Nuance Communications acquired Webmedx:  Both Nuance and Webmedx offer transcription services with speech recognition capabilities and natural language processing (NLP) technology. Webmedx proprietary data mining technology, QualityAnalytics™ will enhance Nuance’s clinical language understanding which will allow more clinically intelligent speech-driven conversion of clinical information.
  • MedQuist acquires M*Modal Medquist, a leader in integrated clinical documentation solutions, advanced its opportunity to penetrate the transcription market segment with the acquisition of M*Modal’s advanced speech and natural language processing technologies. M*Modal reported an annual revenue run rate of $24m, and with TEV on the deal reported at $130m, a healthy 5.2x revenue multiple bodes well for the sector.

These two trades are indicative of the market’s anticipation of an increasing focus on clinical documentation due both to meaningful use requirements as well as the likely needs under ICD-10. To the defense of hospital administrators who have seemingly ignored ICD-10 to-date, the funding demands associated with health reform present tremendous challenges; and these executives likely have a few other priorities competing with ICD-10 conversions in their queue including:

  • EHR and Meaningful Use:  While providers are focusing on EHR templates and spending millions meeting meaningful use guidelines, they would be well served to incorporate ICD-10 into these projects in order to enable documentation now with the specificity necessary for the future.
  • HIPAA 5010 compliance:  With a deadline of January 2012, crunch time is approaching to meet (yet another) new transaction standard associated with the HIPAA 5010 upgrade (which relates to increased transaction uniformity, pay for performance support, and streamlined reimbursement).   AHIMA published a Top 10 list for phase two of ICD-10 preparation which includes step-by-step processes designed to encourage organizations to prepare for ICD-10 in parallel to the migration to 5010.

U.S. hospitals are busy toeing the line on a range of mandates, and if not addressed in parallel with more pressing needs, ICD-10 will by pushed to the bottom of most priority lists.

We believe the most successful provider organizations (e.g. hospitals) will optimize reimbursement levels under ICD-10 and their core business processes around the revenue cycle.  As this occurs jointly all boats will rise – enabling higher levels of reimbursement, analytics, quality, efficiency and coordination of healthcare.

Let us know what you think.

Emma Daugherty

Emma Daugherty is a Senior Analyst at TripleTree covering the life sciences sector with a focus on provider technologies and patient safety.  You can contact her at edaugherty@triple-tree.com.

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Nine million. That’s how many web hits are returned during a Google search for “Accountable Care Organization,” and reflects the countless articles, white papers and opinions that have been published regarding the potential successes and more likely pitfalls of the proposed ACO mandate. As highlighted in my colleague’s recent post, our team is continuously evaluating the business development opportunities being fueled by the demands and requirements of these new provider organizations.  Last week, the members of our Healthcare Executive Roundtable recently discussed and debated an element of the ACO equation that is not typically highlighted and could become a critical component of ACO success (or failure)…Trust.

In boardrooms around the country, health care executives are focusing on the technical requirements for their future ACO’s clinical and administrative systems. They are pouring over spreadsheets and attempting to understand the data and analytical tools that will be necessary for adequate financial and quality of care reporting. Getting these operational elements “right” is important; however, these business leaders should also focus on designing a culture – and the corresponding behaviors, communication, and incentives that will fuel strong and collaborative relationships between the ACO and its community of providers.

As Ed Brown, CEO of Iowa Clinic puts it, “People are unclear about what the value-based world looks like, and they’re unsettled on what clini­cal integration really means. And nobody has really made it work.”  This lack of clarity around the value-based model will make it challenging for providers to leave the financial security blanket of the traditional fee-for-service payment engine.  Moreover, influencing them to modify their approach to patient care for the benefit of the system and the promise of shared savings is a monumental effort. Success by any measure will largely depend on the trust established between providers and the ACO organization itself. ACO’s should prioritize establishing trust with providers in three key areas:

  • ACO Operations and Management:  Providers need to trust that the ACO is well run. Understanding the organizational governance, expertise of the management team and core capabilities (strategic assets) will help generate confidence that the ACO is well-positioned to generate enough shared savings to make participation worthwhile. In addition, it is critical that the ACO measure and report management performance metrics that demonstrate its accountability to the providers.
  • Compensation Incentives:  Providers need to trust that they are getting their fair distribution of shared savings. Clinical algorithms defining quality and outcomes must be evidence-based; and the financial tools and risk-adjustment methodologies used to distribute payment must be easy to understand. Above all, the organization’s compensation schemes must be highly transparent and accessible so that providers can validate that they are being treated as an equally valued business partner in the organization.
  • Confidence in Provider Team:  Providers need to trust their ACO provider colleagues. If the right incentives are in place to bring members within the organization together, providers will need to trust that their peers will also be active participants working toward fully coordinated care within the ACO. Under an accountabilities and outcomes-based model, it will be important that providers view their care responsibilities as extending beyond the encounter. Active provider participants should be practicing first-class follow-up care, improving patient satisfaction, and reducing re-admission rates which will achieve collective rewards.

The inclusion of ACOs as a provision of the Patient Protection and Affordability Act is a strategy to realign delivery systems in the US so that they provide high quality, coordinated care.  The bottom line for achievement might simply boil down to whether providers can engage in meaningful and integrated relationships with the ACO and with each other. Since relationships are based on trust—predictability, integrity, and reciprocity–it is imperative that ACOs make trust a deliberate priority.  Our research and advisory agenda is 100% focused on the possibilities of ACOs, and moreover the innovations and business models which will be required to make them successful.

Let us know what you think!

Emma Daugherty & Archelle Georgiou

Emma Daugherty is a Senior Analyst at TripleTree covering the life sciences sector with a focus on provider technologies and patient safety.  You can contact her at edaugherty@triple-tree.com.

Archelle is a Senior Advisor and Chair of TripleTree’s Healthcare Executive Roundtable, and focused on creating health through innovation.  You can follow Archelle on Twitter or email her at ageorgiou@triple-tree.com.

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With the majority of talk about healthcare reform centered on the individual / consumer mandate and universal coverage, many are missing another positive change proposed by CMS: value-based purchasing.

Value-based purchasing (VBP) has underlying implications on five themes:

  • Measuring the patient experience
  • Measuring clinical quality
  • Market pricing, especially local market pricing
  • Executive and clinician compensation
  • The changing role of technology and technological requirements

The essence of VBP is that buyers of healthcare (including individuals and plans) should hold providers accountable for the quality of care provided.  Much like consumer satisfaction and pay-for-performance in other industries, healthcare providers are now being held accountable for not only providing the required care, but providing a quality product.  However, the question of rating the quality of care is a bit more difficult than showing compliance with a “Six Sigma” type of program.  By bringing together outcomes-based data with cost data, it is possible to show an improvement ratio such that increasingly positive outcomes are equated with reduced or targeted spending – below are a few considerations:

  • Linking patient satisfaction and quality: Measuring the patient experience is trending toward monitoring key outcomes in 17 clinical measures (including patients’ views on communication with staff and doctors, cleanliness and quietness of the hospital and pain management) across five healthcare categories, including acute myocardial infarction, heart failure, pneumonia, healthcare associated infections and surgical care improvement.  Based on a hospital’s score across these measures and categories, this will impact diagnostics-related group (DRG) payments as soon as 2013.  By 2014, mortality outcome measures for additional health conditions and hospital-acquired conditions will be included.
  • Clinical quality – another important VBP benchmark:   As providers are measured and compensated accordingly, top tier providers will begin to quickly separate from the pack.  However, critical access hospitals will need to remain accessible, regardless of their quality measurement.
  • Market pricing and VBP:  With provider compensation schedules initially being implemented as a penalty rather than a bonus, areas with poor outcome metrics will see the cost of providing care rise. Additionally adding to the skewing of local market pricing, an incentives algorithm will be implemented, meaning high performing hospitals will continue to perform better than those being penalized, due to the financial incentives providing new resources for a high performing hospital.

The link between quality of care, the provider’s income statement, and executive and clinician compensation also becomes much more clear and real. As the provider receives additional incentives for increased quality of care, the employees of the provider will likely see performance compensation tied to the quality of care metrics for the hospital. A higher performing provider will attract higher paid experts with better backgrounds, perpetuating the increased quality of care cycle.

Underpinning all of this is the increasing role that technology will play in the healthcare system. In order to document the quality of care metrics, a clear link to data will need to be established at the point of care. This means that data warehousing and analytics will be paramount. Sophisticated pricing and measurements of quality and satisfaction will be derived from the data and technology in use.

Value-based purchasing has the potential to radically alter how both providers and patients view healthcare.  Our team is actively advising business leaders and investors with some thinking about how healthcare will cease to be an intangible product that is provided at any cost, focusing instead on how to plan the market dynamics or “rankings” and “customer service”.

Have a great week.

Adam Link

Adam Link is an analyst at TripleTree covering healthcare delivery models, specializing in software and wireless health.  Follow Adam on Twitter at AdamJLink or email him at alink@triple-tree.com.

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Our team is closely watching the most recent moves in Washington D.C. regarding the healthcare overhauls destined to impact healthcare business operations and related software applications.

Specifically, we’re focused on the investments being made in technologies that bring payers and providers closer to better care via informatics and analytics.  The applications for informatics in healthcare are vast and will profoundly impact care delivery – as such, its the central theme to a research effort we recently launched and which will culminate in a report scheduled for publication in Q2.  Looking at technologies in the healthcare provider sector alone, significant opportunities exist for operational efficiencies that touch areas like:

  • Patient Identification: The ability to appropriately integrate healthcare data into a master data management / enterprise master patient index (EMPI) is mandatory for making data meaningful and actionable.
  • Patient Surveillance: Drug safety, infection control and real-time patient monitoring are only possible with advanced data collection and processing against mass databases of content.
  • Predictive Analytics:  Predictive analytics applied throughout the administrative and clinical functions within a hospital (care coordination, A/R management, and revenue cycle) enables clinical decision support that can increase staff productivity and enhanced care.
  • Computer Assisted Coding:  Incorrect medical coding and billing costs millions of revenue dollars to healthcare providers. Using sophisticated technology, such as computer assisted coding, to help manage clinical information and allow hospitals and clinics to appropriately code treatment will become increasingly important as the industry transitions from ICD-9 to ICD-10.

As analytic capabilities continue to evolve, a full spectrum of valuation metrics have been achieved spanning from 8x (TEV/EBITDA) to 75x multiples via recent M&A transactions.  Content centric global acquirers made the first bets – Elsevier acquired MEDai, a predictive analytics and data mining company in 2008, and last year ThomsonReuters acquired Healthcare Data Management (a healthcare data analytics for self-insurance health benefits plans) and ProfSoft (a physician and hospital performance analytics provider to payers).  Additionally Wolters Kluwer acquired PharmacyOne Source at the end of last year.   Traditional healthcare players like Ingenix, Cardinal Health, and Medco all made similar moves in 2010.

As the proliferation of value-based purchasing continues across CMS and the private sector (just last week CMS issued a proposed rule that would establish a federal value-based purchasing program), the demand for informatics to better manage healthcare will continue to grow.

As TripleTree assesses the market and builds out our perspectives for the upcoming report, let us know what you think. Thanks and have a great week!

Emma Daugherty

Emma Daugherty is a Senior Analyst at TripleTree covering the life sciences sector with a focus on provider technologies and patient safety.  You can contact her at edaugherty@triple-tree.com.

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