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The Challenge of Holistic Value Creation With Pharma M&A

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Two mega deals, right at the dawn of 2019 gave a flying start to Merger & Acquisition (M&A) activities, in search of inorganic growth, by some large pharma companies. The two biggest ones are Bristol-Myers Squibb’s (BMS) USD 74 billion buyout of Celgene, and AbbVie’s USD 63 billion purchase of Allergan, as announced on January 03, 2019 and June 25, 2019, respectively. However, overall in the second quarter of 2019, there were, reportedly, only 22 deals – ‘the smallest quarterly deal count for at least a decade.’

As a strategic option for greater value creation to drive growth, M&A is being actively considered over a long period of time. The key focus of such value creation for the company remains primarily on enriching the pipeline of New Chemical or Molecular Entities (NCE/NME) for revenue synergy, besides cost synergy. This is understandable. But, for various reasons, alongside, a key question also comes up for debate – is the core purpose of such value creation to drive companies’ growth, primarily with more number new drugs, sustainable? The query assumes greater relevance in the evolving new paradigm. This is because, a basic shift is taking place in the core organizational purpose of value creation.

Thus, it appears, the nature of value creation through M&A would also matter as much. Can it still remain a drug company’s financial health centric, any longer? Should the M&A initiatives also not take under their wings, the value-offerings expected by patients from a drug company – beyond innovative pills? Would a holistic value creation through M&A would now be the name of the game? If so, how?  The discussion of my today’s article will revolve around these questions. Let me initiate the deliberation by recapitulating the key motivation behind M&A initiatives of the drug industry.

A key motivation behind the M&A initiatives in the drug industry:

While recapitulating one of the key motivations behind pharma M&As, let me refer to some interesting and recent studies, such as, the 2019 paper of McKinsey titled, ‘What’s behind the pharmaceutical sector’s M&A push.’ It also acknowledges, the use of M&A to bolster drug innovation is unlikely to change any time soon.

That many drug companies actively pursue the M&A option as a game changer for inorganic growth, is vindicated by the recent big deals, as quoted above. Since early 2000 and before, the companies that made the biggest deals to create new value synergies with, have been paying heavy deal premium to enrich their new product pipelines. Quite often it includes several new and emerging classes of drugs, as acquisition targets.

This also gets corroborated in the Press Release of the 2019 BMS deal, which says: ‘The transaction will create a leading focused specialty biopharma company well positioned to address the needs of patients with cancer, inflammatory and immunologic disease and cardiovascular disease through high-value innovative medicines and leading scientific capabilities.’

Lesser yield of traditional pharma M&A than the broader market:

This was emphasized in the June 06, 2019 article, published in The Washington Post, titled ‘Big Pharma Has to Bet Big on M&A. Investors Don’t.’ The analysis found, the returns from the big pharma deals ‘don’t look as good compared to the broader market’, although for very patient investors many of these have resulted in longer-term gains. To illustrate this point, the paper pointed out: ‘Of the eight biopharma deals worth more than USD 40 billion that closed in the last 20 years, only one delivered better returns than the S&P 500 five years after it closed.’

Naming Merck & Co..’s USD 47 billion acquisition of Schering-Plough Corp. in 2009, the researcher justified: ‘That deal is arguably something of an accidental winner. Long-term success didn’t come from any of the products that Merck targeted in the merger; instead, an afterthought of an antibody that was initially set to be sold off became Keytruda, a cancer drug that’s projected to generate USD 15 billion in sales in 2021.’

Innovative product launches no longer a holistic value-creation for patients: 

Thus, unlike yesteryears, enriching new and innovative product pipeline through M&A won’t serve the key purpose of value-creation for patients to treat deadly diseases in a holistic way. The primary reason for the same was articulated in the Deloitte Paper titled, ‘Disruptive M&A: Are you ready to define your future?’ The article emphasized: ‘The confluence of technological change, shifting customer preferences, and convergence across sectors is redesigning how products and services are developed, delivered, and consumed.’

Thus, mere acquisitions of innovative product portfolios, intended to provide better treatment choices for patients, may not meet the holistic needs of consumers’ while going through the disease treatment process. In depth understanding of such preferences with all associated nuances, is absolutely essential in today’s complex business scenario. Which is why, it calls for avant-garde type or ‘disruptive M&As’, that can help alter the business growth trajectories, making the disrupted company disrupt the competitive space, being game changers of the industry.

Calls for avant-garde type or disruptive pharma M&As:

Today, it’s crucial for any drug company to create a unique treatment experience for patients. This is emerging as a pivotal factor for the success of a brand.

Even most innovative products will need to be supported by disruptive back-office technology for market success. Thus, acquisition of disruptive technology to effectively augment the brand value delivery process is equally important, in tandem with enrichment of new product pipeline. This is expected to emerge as a critical driver in pharma M&A. Such takeovers, I reckon, may be termed as avant-garde type or disruptive M&As – for holistic value creation for patients.

‘Disruptive M&A’ creates a much broader range of possibilities and targets:

For a holistic value creation through disruptive M&A focus for target selection needs to be significantly different from the standard models of M&As – and not just about the quality of NCE and NME pipeline. The above paper also highlighted: ‘Disruptive M&A opportunities requires evaluating and assessing a much broader range of possibilities and targets than traditional M&A.’

With the right kind of target selection after a thorough analysis of the business model, disruptive M&A may help the acquiring drug companies to go beyond achieving revenue and cost synergies. It can also provide cutting-edge business capabilities, alongside enriching and expanding the talent pool, key business processes, and, of course, the state-of-the-art technology –inorganically.

Initiatives and focus of drug companies of this genre, are expected to be more in the coming years, primarily driven by a new type of value creation to offer a unique disease treatment experience for patients with their respective brands.

A new type of value creation for patients in healthcare space:

It has already started happening in the recent years. For example, Amazon, on January 30, 2018 , announced, it is collaborating with Warren Buffet’s Berkshire Hathaway, and the bank JP Morgan Chase to create an independent, nonprofit health care company ‘with the goal of increasing user satisfaction and reducing costs.’ They also announced the organizational focus on two of the following areas, which are interesting and unconventional:

  • Technology solutions that will provide U.S. employees and their families simplified, high-quality and transparent healthcare at a reasonable cost.
  • Draw on their combined capabilities and resources to take a fresh approach.

As the New York Time (NYT) reported: ‘The alliance was a sign of just how frustrated American businesses are with the state of the nation’s health care system and the rapidly spiraling cost of medical treatment.’ The report further added: ‘It also caused further turmoil in an industry reeling from attempts by new players to attack a notoriously inefficient, intractable web of doctors, hospitals, insurers and pharmaceutical companies.’

Although, this has happened in the United States, it sends a strong signal to the state of things to come sooner than expected in the health care space, dominated, so far, by pure pharma and biotech players, across the world.  New types of value creation for patients of similar nature, especially by tech greenhorns in the pharma space, can be wished away at one’s own peril.

Consumer-focused digital companies redefining healthcare value creation:

‘2019 EY M&A Firepower’ report also highlights the innovative efforts of consumer-focused, digital companies to carve out a solid niche for themselves in the pharma dominated health care space. With ‘effective deployment of their ‘connected devices, data analytics skills and deep consumer relationships, these new entrants are positioned to have access to important real-world data that could, in part or in full, determine future product utilization and payment,’ as the report emphasized.

Such fast-evolving development also prompt pharma players to act fast. And the most practical way of doing so, with a high possibility of success, is through disruptive M&A. Ongoing entry of consumer-focused, digital companies in health care increase the urgency for life sciences companies to act, now.

Conclusion:

Thus far, pharma and biotech companies have been engaged in a massive wealth creation for themselves by using their biological and chemical know-how for novel drugs and devices. This ballgame has to change now, ‘as the lines between health and technology continue to blur’, according to the EY Firepower report.

Capabilities of big data and analytics will increasingly be more essential for success, regardless of having a rich pipeline of NCEs and NMEs, even with the potential to achieve blockbuster status in the market. Thus, the ballgame has to change.

Against this backdrop, the key challenge of pharma players for a brighter tomorrow would undoubtedly be ‘holistic value creation.’ Its core purpose should be to deliver a unique patient experience, encompassing the entire disease treatment process – going beyond innovative drugs. One of the quickest routes to create this virtuous cycle, I reckon, is through ‘disruptive M&As – moving away from the traditional model for the same.

By: Tapan J. Ray   

Disclaimer: The views/opinions expressed in this article are entirely my own, written in my individual and personal capacity. I do not represent any other person or organization for this opinion.

Relevance Of Outliers In Pharma Sales Forecasting

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Just like any other predictions or forecasting – on a broader sense, pharma sales forecasts are also a tough and tedious task. Availability of many sophisticated state of the art digital software tools and techniques, notwithstanding.

In an article, published in the July-August 2007 issue of Harvard Business Review (HBR), Paul Saffo – a forecaster based in Silicon Valley, California – expressed this point succinctly with a nice example. He said: “Prediction is possible only in a world in which events are preordained and no amount of action in the present can influence future outcomes. That world is the stuff of myth and superstition. The one we inhabit is quite different—little is certain, nothing is preordained, and what we do in the present affects how events unfold, often in significant, unexpected ways.”

At this point, I would respectfully prefer to slightly alter the last sentence of the quote as, “….and what we and (others) do in the present affects how events unfold, often in significant, unexpected ways.”  This is important to me, as we may have control over what ‘we do’, but may not have much control over what ‘others do’ in the present, which may also greatly affect how events unfold, often in significant, unexpected ways.

However, the author distinctly differentiates predictions from forecasts by clarifying that prediction is concerned with future certainty, whereas forecasting looks at how hidden currents in the present, signal possible changes in direction for companies. Thus, unlike a prediction, a forecast must have a logic to it and the forecasters must be able to articulate and defend that logic.

My own hands-on experience in the domestic, as well as the pharma industry of the western world tells me that the actual sales and profit may seldom be a replica of the respective forecasts for the same. However. a reasonably good forecast is the one that is much closer to reality.

That said, it is important to note in the same context, what the above HBR paper has said, in this regard. The author underscores whether a specific forecast actually turns out to be accurate is only part of the picture. Citing a nice simile it says, even a broken clock is right twice a day. Thus, the forecaster’s one of the key tasks is to map uncertainty where our actions in the present influence the future. Uncertainty is an opportunity, he articulates.

In this article, I shall try to explore the possible reasons why, despite the availability of so many sophisticated digital software tools and techniques, the reality in most cases is much different. In a significant number of occasions, the actual sales is much less than the sales forecasts.

The criticality of forecast accuracy:

As we know, sales forecasts today are generally data pooling or consensus forecasts for better buying-in by the implementer, as there exists a critical need, just not to deliver closer to the forecasts, but to exceed the same, especially for the new products.

One will get the flavor of criticality of sales forecast accuracy from the McKinsey research study titled, “The Secret of Successful Drug Launches”, published in March 2014. It found that two-thirds of the sample group of drug-launches failed meeting pre-launch sales forecasts in their very first year on the market. The sample for this study comprised 210 new drugs launched between 2003 and 2009, for which McKinsey gathered necessary consensus-forecasts data for launch from EvaluatePharma. Three important findings of this EvaluatePharma – McKinsey analysis may be summed up, as follows:

1. Actual sales during the first year of launch as % of sales forecast one year before launch:

  • % of launches below forecasts: 66
  • % of launches on or near forecasts: 8
  • % of launches exceeded the forecast: 26

2. Of launches that exceeded the forecasts in the year 1:

  • 65% continued to do so in the year 2
  • 53% of those exceeded forecasts in the year 3

3. Of launches that lagged forecasts in the year 1:

  • 78%continued to do so in the year 2
  • 70% of those lagged forecasts in the year 3

In an eloquent way, this study highlights the benefits of sales forecast accuracy for a sustainable performance excellence, especially with new products.

Wide room for improvement in forecasts:

Although, my focus in this article will be on sales revenue forecasts, there is a wide room for improvement in other related forecasts, as well.

Another interesting article titled, “Outsmart Your Own Biases”, appeared in the May 2015 issue of the Harvard Business Review revealed, when researchers asked hundreds of chief financial officers from a variety of industries to forecast yearly returns for the S&P 500 over a nine-year horizon, their 80% ranges were right only one-third of the time. The authors considered it as a terribly low rate of accuracy for a group of executives with presumably vast knowledge of the economy of the United States.

The study further indicated that projections are even further off the mark when people assess their own plans, partly because their desire to succeed skews their interpretation of the data.

Such a scenario prompts the need of yet greater application of a mix of creative and analytical minds to ferret out the reasons behind general inaccuracy in forecasting, which incidentally does not mean setting out an easy target, and then exceeding it. Right sales forecasting with high accuracy, is expected to make use of every potential future opportunity in the best possible way to achieve continuous excellence in performance.

Analyzing outliers in consensus forecasting:

A recent paper deliberated on this area backed by some relevant case studies to capture the relevance of outliers in consensus-forecasting for the pharma companies.

The 2017 study of EvaluatePharma, titled “The Value of Outliers in Consensus Forecasting” flagged some important points. It also asked, are we questioning the level of agreement or disagreement, while leveraging each estimate for consensus forecasts?

However, in this article, I shall highlight only on the relevance of outliers in pharma sales forecasting, and keep aside the question on the level of agreement or disagreement while leveraging each estimate for consensus forecasts, for another discussion.

As many of us have experienced, there will always be outliers in most of the consensus forecasting process, which are usually removed while arriving at the final numbers. Nonetheless, this article brings on to the table the importance of outliers who, on the contrary, can provide an insightful view, especially in those areas with more upside potential and downside risk.

Just to recapitulate, an outlier is a data point that lies at an abnormal distance from other data points, which in this case is data related to consensus-forecast. This divergence can be either very high or very low. Which is why, outlier removal is a common practice, as it is considered as bad data by many. Nonetheless, before singling out and elimination of outliers, it will be a good idea to analyze and understand the exact reasons behind the same.

The above paper also indicates that combining consensus forecasts with the analysis of outliers will enable the pharma companies:

  • To better balancing risk and upside
  • Improving accuracy of new product selection

Conclusion:

Just as in any business, for pharmaceuticals too, sales forecasting holds a crucial importance, having a far-reaching impact. This is primarily because, many critical decisions are taken based on sales forecasts, such as internal revenue and capital budgeting, financial planning, deployment of sales, marketing and other operational resources, including supply chain, to name a few. All these, individually and collectively, necessitate that sales forecasts, especially for new products, should be of high accuracy.

One of the recent trends in this area, is pooling or consensus forecasts, though, it is not free from some criticism. The recent EvaluatePharma study, as quoted above, clearly demonstrates that this approach helps increase forecast accuracy, especially in situations with a high degree of uncertainty.

The upper and lower bounds of consensus known as outliers, may often identify potential upside or downside events that could significantly affect the outlook of a pharmaceutical company.

With this perspective, it now clearly emerges that in-depth analysis of outliers is of high relevance to improve accuracy of pharma sales forecasts, in a significant way.

By: Tapan J. Ray 

Disclaimer: The views/opinions expressed in this article are entirely my own, written in my individual and personal capacity. I do not represent any other person or organization for this opinion.

Global New Product Launches: Recent Success Trend Unflattering?

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New products are the lifeblood for any company, including the pharmaceutical players. Business performance and sustainable growth of the pharmaceutical industry, as a whole depend on quality of R&D output in terms of ‘New Molecules’, followed by successful development and launch of those new products by the global pharmaceutical innovators.

Post-patent expiry, robust development and ‘just in time’ launch of cheaper generic versions of those innovative products, in a mega scale, usually drive the growth of the generic pharmaceutical industry, globally.

It is worth noting that for the last several years, ‘Patent Cliff’ coupled with progressively drying up R&D pipelines and mostly unflattering new product launches, are taking heavy tolls on the business performance of the global pharmaceutical majors.

The changing dynamics need to be considered:

Echoing this development, a March 2014 report of McKinsey & Company states: “About two-thirds of drug launches don’t meet sales expectations. Improving that record requires pharmaceutical companies to recognize the world has changed and adjust their marketing accordingly.”

To analyze the situation now in perspective, let us start tracking the launches from 2006 and 2007.

10 Big Pharma Sales in 2012 from NMEs approved since 2007 – A comparison

According to a June 2013 report of the ‘FirstWord Pharma’, in 2012 the combined sales of 10 top Big Pharma constituents, as named in the tables below, from the New Molecular Entities (NMEs) approved by the US-FDA since 2007, were US$ 14.8 billion i.e. 4.9 percent of the total revenue of these 10 companies in that year from the patented drugs.

Individual performance of these 10 companies are as follows:

No. Company Sales US$ Million Sales from NMEs US$ Million As % of 2012 Sales
1. Novartis 32153 3445 10.7
2. J&J 25351 2593 10.3
3. BMS 17621 1495 8.5
4. GSK 28518 1282 4.5
5. Merck 35945 1515 4.2
6. Sanofi 30879 1265 4.1
7. Roche 37578 1238 3.3
8. Eli Lilly 20566 457 2.2
9. Pfizer 47496 1040 2.2
10 AstraZeneca 27925 449 1.6

(Source: FirstWord, June 2013)

The success rate: With 2007 as the base year for NMEs

This table shows that Novartis and Johnson & Johnson were the two most successful companies with the launch of such NMEs in 2012, as they generated 10.7 percent and 10.3 percent, respectively, of their total patented drugs sales from these NMEs, as against an average of 4.9 percent, as mentioned above, during that year.

If we now try to analyze the new product launch success rates of the 10 Big Pharma constituents, based on the contribution of these new products (launched since 2007) to their respective total sales in 2012, the following picture emerges:

  • Good:  More than 10 percent - 2 Companies (20 percent)
  • Average: Between 5 and 10 percent - 1 Company (10 percent)
  • Poor: Less than 5 percent - 7 Companies (70 percent)

The success rate: With 2006 as the base year for NMEs

It is interesting to note from this report that by extending the ‘review period’ to NMEs approved by the US-FDA between 2006 and 2012 (i.e. one additional year), revenues generated by these new drugs in 2012 double to US$ 29 billion – or approximately 10 percent (instead of earlier 4.9 percent) of the total combined branded drug sales of the same 10 Big Pharma constituents in the same year, as follows:

No. Company Sales US$ Million Sales from NMEs US$ Million As % of 2012 Sales
1. Merck 35945 7518 20.9
2. Novartis 32153 5843 18.2
3. J&J 25351 3939 15.5
4. BMS 17621 2514 14.3
5. Roche 37578 2818 7.5
6. Pfizer 47496 2946 6.2
7. GSK 28518 1282 4.5
8. Sanofi 30879 1265 4.1
9. Eli Lilly 20566 457 2.2
10 AstraZeneca 27925 449 1.6

(Source: FirstWord, June 2013)

No significant overall qualitative change:

Here also, though some numbers related to the new product launch success rates of the same 10 Big Pharma constituents, based on the contribution of the NMEs launched since 2006 to their respective total sales in 2012 do change, poor to average performance with the new products still remains quite high, as follows:

  • Good: More than 10 percent - 4 Companies (40 percent)
  • Average: Between 5 and 10 percent - 2 Company (20 percent)
  • Poor: Less than 5 percent - 4 Companies (40 percent)

However, at a company level, the broad success trend with new products does not change very significantly. Just two new products approved by the US-FDA in 2006 were off to flying starts. These were:

  • Januvia of Merck: Generated sales of US$ 5.7 billion in 2012
  • Lucentis of Novartis and Roche: Generated combined sales of US$ 4 billion in 2012

Is it practically ‘The End’ of blockbuster drugs era?

While considering the larger picture on the subject, does it mean that Januvia and Lucentis would mark the end of the golden era of global blockbuster drugs…at least for now?

This picture may get clearer with the following table, prompting possibly an affirmative answer:

Best selling NMEs launched since 2006:

No. Product Company Approval Year 2012 Sales in US$ Million
1. Januvia Merck 2006 5745
2. Lucentis Novartis 2006 2398
3. Lucentis Roche 2006 1580
4. Isentress Merck 2007 1515
5. Invega J&J 2006 1346
6. Sutent Pfizer 2006 1236
7. Gilenya Novartis 2010 1195
8. Stelara J&J 2009 1025
9. Sprycel BMS 2006 1019
10 Tasigna Novartis 2007  998

(Source: FirstWord, June 2013)

Successfully launched most recent product is also on a shaky ground:

The new game-changing hepatitis C drug of Gilead Sciences – Sovaldi, has generated a turnover of around US$ 140 million in less than a month’s time from its market launch. Analysts expect an annual turnover of around US$7 billion from this brand.

However, sustaining the current sales momentum for Sovaldi in the years ahead could indeed be challenging for Gilead, as Bristol-Myers Squibb is preparing to obtain FDA approval for its own hepatitis C treatment daclatasvir, which has already been cleared in Europe. In addition, AbbVie is also progressing fast with its novel three-drug fixed dose combination in the same therapy area.

Moreover, Sovaldi’s unusually high price has reportedly created a furore in the western market. It costs US$ 1,000 a pill, raising huge concern among insurers and state funded healthcare providers in the United States. The report states that three Democratic members of the House Energy and Commerce Committee have already demanded that Gilead Sciences must justify the price of Sovaldi.

Categorization of new drugs:

Analyzing the current situation the above McKinsey report categorizes the types of new products that are now being launched, as follows:

  • Roughly one in four launches involves drugs that are strongly differentiated from competing products.
  • More than half of upcoming launches are of moderately differentiated products in well-established disease areas, and the priority is to find a way to stand out from the crowd. This requires innovative approaches to unveil insights into stakeholder needs and behaviors that competitors do not have.
  • For roughly 15 percent of launches, the priority will be to establish unmet needs effectively to ensure access to a well-differentiated treatment for a targeted population. McKinsey call these launches “category creators.” Gardasil, launched in the un-established human papilloma virus market, is an example.
  • 8 percent of launches face the substantial challenge of launching an undifferentiated product in an un-established disease area.

Broad strategic steps prescribed:

To address this challenge effectively the above report underscores the need for a systematic approach for the pharma players as follows:

  • Establish unmet needs in a disease area,
  • Develop deep customer insight as a basis for a truly differentiated positioning
  • Land the products safely in the market
  • Maximize launch uptake
  • Use early experiences in the market to fine-tune ongoing launch activities

Conclusion:

Considering the prevailing scenario of ‘Patent Cliff’, coupled with progressively drying up R&D pipelines and mostly unflattering success with the new product launches, how would a company work out its new product launch strategy, is becoming increasingly a critical question to answer on priority.

To appropriately tune a new product in its long-term sales and profit growth trajectory, it is imperative to ensure that the product exhibits its winning trends as soon as it is fired from its launch pad.

This is absolutely essential, as it appears from the above study, around one in three launches has been good in meeting the planned expectations. This makes about two-thirds of new product launches falling well short of target.  It is noteworthy that 78 percent of those new products that fell short in their first year target, lagged in their second-year forecasts too. Further, 70 percent of those laggards did not measure up to the organizational expectations even during their third year in the market.

Thus, any inadvertent mistakes in this area could make the grand finale of intense product development and strategizing efforts over a number of years together with expenses of millions of dollars, unflattering, if not catastrophic, both in terms of top and bottom line score-card of the organization, as is happening more frequently during the last several years.

This trend needs to be reversed with the application of innovative minds and charting the uncharted frontiers, sooner the better, for a healthier global pharmaceutical industry, as we move on.

By: Tapan J. Ray

Disclaimer: The views/opinions expressed in this article are entirely my own, written in my individual and personal capacity. I do not represent any other person or organization for this opinion.