OTC Drugs in India: ‘Where Art Thou?’

It is now a widely accepted fact that responsible self-medication plays an important role in health care, facilitating greater access to medicines and reducing overall health care cost. With continued improvement in people’s education, general knowledge and socioeconomic conditions, self-medication has been successfully integrated into many health care systems, throughout the world.This was emphasized in the paper “The benefits and risks of self-medication,” published by the World Health Organization (WHO) based on a presentation of the WHO Coordinator, Quality Assurance and Safety: Medicines, way back in March 2000.

Which is why, calibrated deregulation of prescription drugs for ‘Over the Counter (OTC)’ sale, are helping many countries to expand drug access in a cost-effective manner, facilitating overall health care, through responsible self-medication.

In this article, I shall try to explore the OTC drug issue in India, against the backdrop of the veracity of dangerous and virtually uncontrolled self-medication in the country. It will be interesting to recap where India stands in this area, despite the enactment of so many relevant laws and rules to eliminate this menace. In tandem, it will be worthwhile to fathom why is India still keeping away from promoting responsible self-medication through OTC drugs? Even when this is widely considered as one of the effective ways to improve access to drugs for specified common ailments at a reduced treatment cost for patients.

OTC Drug in India: ‘Where Art Thou?’ – becomes a relevant question in this context. Let me pick up the thread of this discussion from the general belief among a large number of domain experts that OTC drugs facilitate responsible self-medication.

OTC drugs facilitate responsible self-medication:

For greater clarity in this area, it will be worthwhile to first recapitulate the definition of self-medication. The W.H.O has defined itas, ‘the practice whereby, individuals treat their ailments and conditions with medicines which are approved and available without prescription, and which are safe and effective when used as directed.’

Whereas, self-medication with prescription drugs is not only an irresponsible act, it can often be dangerous to health for the users. On the other hand, OTC drugs facilitate responsible self-medication, as the drug regulators of respective countries have included under this category, with clear guidelines, only those medicines, which:

  • Are of proven safety, efficacy and quality standard.
  • And indicated only for conditions that are self-recognizable, and some common chronic or recurrent disorders.
  • Should be specifically designed for the purpose, will require appropriate dose and dosage forms and necessarily supported by information, which describes: how to take or use the medicines; effects and possible side-effects; how the effects of the medicine should be monitored; possible interactions; precautions and warnings; duration of use; and when to seek professional advice.

Since, OTC drugs facilitate responsible self-medication, it will be interesting to know how the constituents of Big Pharma, such as Pfizer, view the social impact of legally recognized OTC drugs.

Social impact of self-medication with OTC drugs:

Like many other large global pharma players, Pfizer also believes: “OTC medicines provide easier access to treatment options for common conditions, offering not only convenience, but also timely treatment and relief for sudden symptoms or minor ailments.” The company also acknowledges, OTC medicines, as classified so by the drug regulators of a country, “provide consumers safe and effective treatments for commonly occurring conditions, saving them time and money that might otherwise be invested in other, more expensive health services.”

To substantiate the point, Pfizer communique referred to the U.S. study, which by analyzing the seven most common acute and chronic, self-treatable conditions found that 92 percent of those who use OTC medicines in a given year are likely to seek more expensive treatment elsewhere, if OTCs were not available.

The above may be construed as a generally accepted view of both, the drug regulators and a large number of drug companies, globally. Thus, it won’t be a bad idea to quickly have a glance at the process followed by the drug regulators of the major countries, such as US-FDA, for OTC classification of medicines.

US-FDA classification of OTC medicines:

In most countries of the world, as many of us would know, those who are permitted to sell drugs under a license, can sell two types of drugs, namely: prescription drugs and nonprescription drugs. OTC medicines, obviously, fall under the nonprescription category.

Briefly speaking, US-FDA defines OTC drugs as “drugs that are safe and effective for use by the general public without seeking treatment by a health professional.”The Agency reviews the active ingredients and the labeling of over 80 therapeutic classes of drugs, for example, analgesics or antacids, instead of individual drug products. For each category, an OTC drug monograph is developed and published in the Federal Register. OTC drug monographs are a kind of ‘recipe book’ covering acceptable ingredients, doses, formulations and labeling.

Many of these monographs are found in section 300 of the Code of Federal Regulations. Once a final monograph is implemented, companies can make and market an OTC product without the need for FDA pre-approval. These monographs define the safety, effectiveness and labeling of all marketing OTC active ingredients. While this is the scenario in the United States and a large number of other countries, let’s have also a glimpse of this aspect in India.

‘OTC drugs’ in India:

As on date, legally approved as OTC drugs along with the guidelines, for responsible self-medication during pre-defined common illnesses, doesn’t exist in India. Accordingly, neither drugs & Cosmetics Act, 1940 nor the Drugs & Cosmetics Rules, find any mention of OTC drugs, as yet. While even responsible self-medication is not legally allowed or encouraged in the country, ‘self-medication’ of all kinds and of all nature are rampant in India, possibly due to gross operational inefficiency on the ground.

Several research papers vindicate this point. One such study that was done with 500 participants, reported 93.8 percent self-medication with no gender difference. The most common reasons for self-medication were found to be – 45.84 percent for fever, 18.34 percent for pain, and 10.87 percent of headache, among others. While the common medications used were listed as nonsteroidal anti-inflammatory drugs 49.4 percent, followed by antibiotics 11.6 percent, besides other drugs.

Among those participants who took self-medication were of the opinion that self-medication resulted in quick cure of illness – 50.75 percent, saved their time – 17.46 percent, and gave them a sense of independence – 17.06 percent. The most common source of information was found to be a local chemist/pharmacy – 39 percent.

Raising a flag of concern that indiscriminate self-medication is dangerous for the population, the study suggested that public health policies need to find a way of reducing unnecessary burden on healthcare services by decreasing the visits for minor ailments. One such way is a well-defined OTC category of medicines, as are being created in many countries, including the United States. However, it appears, the Indian drug regulators are still apprehensive about giving a formal recognition of OTC drugs in the country, to prevent self-medication that is, unfortunately, rampant in the country, even otherwise.

Self-medication rampant, although illegal in India:

Regardless of all drugs laws and rules being in place to prevent self-medication with prescription drugs, these seem to be just on paper, the ground reality is just the opposite in India. In the absence of a clearly defined category of OTC drugs with guidelines, most medicines falling under the drug act, are prescription drugs, except a few drugs on the Schedule K of the Drugs & Cosmetics Act. Currently, non-pharmacy stores can sell a few Schedule K drugs classified as ‘household remedies’ onlyin villages with less than 1,000 populations, and where there is no licensed dealer under the Drugs and Cosmetics Act.

Primarily to prevent self-medication and also to ensure maintenance of specified storage conditions, among others, the D&C Act requires all other drugs to be sold by a retail drug license holder and sold only against the prescriptions of registered medical practitioners. Such drugs are labeled with a symbol ‘Rx’ on the left-hand corner of the pack and the symbol ‘NRx’, if drugs fall under Narcotic Drugs and Psychotropic Substance Act.

Additionally, these are also labeled with a warning – ‘To be sold on the prescription of a registered medical practitioner only.’ All retailers, pharmacy/medical store are supposed to strictly abide by this directive. But in reality, who cares? One can possibly get most prescription drugs that one wants, without a doctor’s prescription.

The same holds good for virtually unregulated advertising of some self-categorized ‘OTC drugs’, many of which fall under the prescription drug category. I re-emphasize, the terminology of OTC drugs does not exist, at all, in the D&C Act of India, not as yet.

Virtually uncontrolled advertisements of some so called ‘OTC’ drugs: 

Media reports indicate, widespread complaints received in the drug controller general of India (DCGI)’s office that vitamin tablets and capsule formulations are being marketed in the country as dietary/food supplements to circumvent the Drugs Price Control Order (DPCO).

Curiously, to resolve this issue – way back on July 24, 2012, the Drugs Technical Advisory Board (DTAB), the highest authority in the union health ministry on technical matters, deliberated on the OTC drug issue in India. After detailed discussion, the DTAB has given its green signal to amend Schedule K of the Drugs and Cosmetics Rules in this regard.

But Food safety watchdog Food Safety and Standards Association of India (FSSAI) did act promptly on this matter. On September 24, 2016, FSSAI), reportedly, issued new guidelines clearly specifying that health supplements should not be sold as medicines and also fixed the permissible limits of various ingredients used in the products. It further said: “Every package of health supplement should carry the words health supplement as well as an advisory warning not for medicinal use prominently written.

“The quantity of nutrients added to the articles of food shall not exceed the recommended daily allowance as specified by the Indian Council of Medical Research and in case such standards are not specified, the standards laid down by the international food standards body namely the Codex Alimentarius Commission shall apply,” FSSAI added.

The juggernaut moves on:

The point worth noting here that all laws, rules and regulations are in place to discourage both, self-medication and surreptitious way to sell products sans medicinal values, as medicines. Despite the enacted laws and rules being reasonably robust to achieve the intended objective, inefficient implementation of the same keeps the juggernaut moving, perhaps gaining a momentum.

Is OTC Drug Category coming now or just another good intent?

The good news is: On September 18, 2017, the Drug Consultative Committee (DCC), in principle approved to amend rules on Drugs and Cosmetics Act to include a separate schedule for OTC drugs for minor illnesses like fevers, colds and certain types of allergies. However, in the meeting of February 20, 2019, the DCC constituted another subcommittee under the chairmanship of Drugs Controller, Haryana to examine the report on OTC drugs. The final decision is still awaited without any prescribed timeframe for the same.

Conclusion:

Creation of separate schedule for OTC drugs in India, is still a contentious issue for some. Nonetheless, such a long overdue amendment in the D&C Act, along with well-regulated OTC guideline as and when it comes,I reckon,will expand drug access to patients. Alongside, the drug makers must ensure that these OTC medicines are safe, effective and offering good value for money.

As the author of the above W.H.O articled emphasized: ‘High ethical standards should be applied to the provision of information, promotional practices and advertising. The content and quality of such information and its mode of communication remains a key element in educating consumers in responsible self-medication.’ Thus, in the Indian context, it will be equally essential for drug companies to make sure that OTC medicinesare always accompanied by complete and relevant information that consumers can understand without any ambiguity.

Be that as it may, I agree, even responsible self-medication is not totally risk-free – not even with OTC drugs, just as many other things that we choose to do in life. The risks associated with the use of OTC medicines may include, risks of misdiagnosis, excessive drug consumption and for a prolonged duration, precipitating drug interactions, side-effects and polypharmacy.

This discussion will remain theoretical until the D&C law and rules are appropriately amended to accommodate much awaited OTC category of medicines. Till then one can possibly ask in India: ‘OTC drugs, where art thou?’

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.

 

Is India in The Eye of The AMR Storm?

‘With 700,000 people losing battle to antimicrobial resistance (AMR) per year and another 10 million projected to die from it by 2050, AMR alone is killing more people than cancer and road traffic accidents combined together.’ This was highlighted in the Review Article, ‘Antimicrobial resistance in the environment: The Indian scenario,’ published in the Indian Journal of Medical Research (IJMR), on June 03, 2019.

The article further noted, ‘AMR engendered from the environment has largely remained neglected so far,’ which has a snowballing effect. Illustrating the enormity of its impact, the researchers recorded: ‘Economic projections suggest that by 2050, AMR would decrease gross domestic product (GDP) by 2-3.5 percent with a fall in livestock by 3-8 percent, costing USD100 trillion to the world.’

Besides International media, fearsome consequences of AMR are also being highlighted by the Indian media from time to time. For example, on November 21, 2018, a leading national business daily carried an apt headline: ‘India in the firing line of antimicrobial resistance.’ More intensive coverage of such nature for this public menace, would hopefully appeal to the conscience of all those who can meaningfully address this situation, especially the government.

Against this backdrop, I shall explore in this article, whether India is really in the eye of this AMR storm, which is posing an unprecedented threat to many lives, perhaps more in India. 

India is being called the AMR capital of the world: 

Analyzing the emerging research data in this area, India was referred to as ‘the AMR capital of the world,’ in the 2017 Review Article, title ‘Antimicrobial resistance: the next BIG pandemic.’ Curiously, besides umpteen number of published papers documenting this scary development, very few enlightened individuals would dare to push an argument to the contrary. Whereas, besides framing a policy document on AMR,nothing much is changing in India on this score. This is happening, even when it is evidenced that a gamut of the most powerful antibiotics, are not working against many deadly bacteria. Added to it, India still doesn’t have a public database that provides death due to AMR.

Are adequate resources being deployed to fight the menace:

Today one would witness with pride that India’s ‘Chandrayaan 2’ lunar mission is moving towards the Moon’s south polar region, where no country has ever gone before. At the same time, despite AMR threat, India’s budgetary allocation for health in 2018-2019, reportedly, shows a 2.1 percent decrease of the total Union Budget from the 2.4 percent in 2017-2018.

It is interesting to note that India: ‘Despite being the world’s sixth largest economy, public health spending has languished at under 1.5 percent of GDP, one of the lowest rates in the world. For comparison, the United Kingdom shelled out 9.6 percent of its GDP in 2017 on health. The United States’ health expenditure is 18 percent of GDP.’

Ayushman Bharat’ and health care infrastructure:

Recently lunched public health program - Ayushman Bharat, although is not a Universal Health Care (UHC) program, it has targeted to cover ‘less than half the population and excluding 700 million people’. While giving a thumbs-up to this initiative, if one looks at the overall health infrastructure in India to make it possible as intended, it may not encourage many.

To illustrate this point, let me quote only the salient points, as captured in a 2018 study, published in the British Medical Journal, as follows:

  • The total size of health workforce estimated from the National Sample Survey (NSS) data was 3.8 million as of January 2016, which is about 1.2 million less than the total number of health professionals registered with different councils and associations.
  • The density of doctors and nurses and midwives per 10,000 population is 20.6 according to the NSS and 26.7 based on the registry data.
  • Health workforce density in rural India and states in eastern India is lower than the WHO minimum threshold of 22.8 per 10,000 population.
  • More than 80 percent of doctors and 70 percent of nurses and midwives are employed in the private sector.
  • Approximately 25 percent of the current working health professionals do not have the required qualifications as laid down by professional councils, while 20 percent of adequately qualified doctors are not in the current workforce.

The intent to deliver health care as announced by various governments from time to time is good. But, the available health infrastructure to deliver these meaningfully are grossly inadequate, creating a huge apprehension among many. This is not just because of the grossly inadequate number of hospitals, doctors, nurses and paramedics, but also their even uneven spread in the country. The cumulative impact of these, fueled by corruption, ‘missing doctors, ill-equipped health professionals, and paucity of required funds’ continue creating a humongous problem for the public, at large, to get affordable health care.

At the same time, there is ‘a serious lack of new antibiotics under development to combat the growing threat of antimicrobial resistance.’ Imagine, a situation when India gets caught in the eye of the AMR storm and imagine the consequences of that, as you deem appropriate.

Lack of new antibiotics under development to combat AMR:

The World Health Organization (WHO) report - ‘Antibacterial agents in clinical development – an analysis of the antibacterial clinical development pipeline, including tuberculosis’, launched on September 20, 2017 shows ‘a serious lack of new antibiotics under development to combat the growing threat of antimicrobial resistance.’

It further reported: ‘Most of the drugs currently in the clinical pipeline are modifications of existing classes of antibiotics and are only short-term solutions.’ The report also found, very few potential treatment options for those antibiotic-resistant infections identified by WHO as posing the greatest threat to health, including drug-resistant tuberculosis which kills around 250 000 people each year.

Thus, the point to ponder simultaneously is, whether there is any decline in global investments for antibiotic research, both by the drug industry and the public funders.

Declining investment on new antibiotic R&D: 

As stated in the May 2016 paper, titled ‘Tackling Drug-Resistant Infections Globally. As the report indicates: ‘The UK Prime Minister commissioned the Review on Antimicrobial Resistance to address the growing global problem of drug-resistant infections. It is chaired by Jim O’Neill and supported by the Wellcome Trust and UK Government, but operates and speaks with full independence from both.’

The report acknowledges that new antibiotic research and development has been suffering from decades of under-investment by companies and governments. The reason being, antibiotic discovery and development are no longer an attractive proposition for commercial drug developers, for a key fundamental reason:

And this is, lack of a dependable, commercially-attractive market for antibiotics that meet large unmet medical needs. As a result, the volume of sales of a such new antibiotics will be low, and restricted only to multi-drug resistant bacteria. Otherwise, older and cheaper antibiotics will still work against most other infections. In that scenario, patented new antibiotics will have to compete with generics, keeping the price low. This combination of price pressure and low volumes makes antibiotics unattractive as a commercial proposition for many drug developers.

Which is why, as the report says: ‘Less than 5 percent of venture capital investment in pharmaceutical R&D between 2003 and 2013 was for antimicrobial development.’ Against total venture capital investment of USD 38 billion in pharmaceutical R&D, antimicrobial venture capital investment was mere USD 1.8 billion, during the same period. Coming back to India specific concerns, let’s have a look at the sociocultural issues in the country, associated with AMR.

Sociocultural issues are fueling the fire:

Understandably, the AMR problem remains intricately intertwined with a number of sociocultural issues of India. It has been established in several studies that social level, socioeconomic and socio-cultural status can play a significant role in the health status of people. Most research done on this subject indicates that higher level of socioeconomic classes reflects at a higher level of health and longevity. Much of this comes from the fact that there is a higher level of education and health care that is available for ‘this class level’.

Sociocultural issues in India also includes, poor hygienic practices, inadequate clean water and good sanitation facilities across the country, besides improper implementation and lack of good governance of health policies, rules and regulations. These factors are also aggravating the AMR problems in the country, as stated in the article, titled ‘‘Public Health Challenges in India,’ published in the Indian Journal of Community Medicine, in its April-June 2016 issue. Which is why, just addressing the indiscriminate use of antibiotics and restricting its wide consumption, aren’t not enough, any longer.

Is India in the eye of the AMR storm?

‘Antimicrobial resistance (AMR) has emerged as a major threat to public health estimated to cause 10 million deaths annually by 2050. India carries one of the largest burdens of drug-resistant pathogens worldwide.’ This was highlighted in the research paper, titled ‘Antimicrobial resistance: Progress in the decade since the emergence of New Delhi metallo-β-lactamase in India’, published in the Indian Journal of Community Medicine, on March 12, 2019.

The article noted, ‘AMR has been identified as a global health threat with serious health, political, and economic implications.’ The paper concluded with a serious note, which is worth taking note of. It found, the full throttle efforts to tackle the AMR challenge in India still requires significant efforts from all stakeholders. It underscored, ‘Despite the adoption of a national policy and significant activities already underway, progress is limited by a lack of clear implementation strategy and research gaps.’ 

Suggested areas of focus in India:

As ‘the Sword of Damocles’, in the form of AMR, hangs over the head of Indian population, there are certain important measures that the country can definitely take to contain AMR, whereas some other critical ones will be challenging to roll out, immediately.

It is unlikely, during this period India will have the requisite wherewithal to focus on discovery and development of new antibiotics to tackle AMR. Similarly, only framing rules and regulations for doctors, patients, dispensing chemists or hospitals to prevent antibiotic misuse, which are not persuasively yet strongly implemented, won’t also yield desired results. Nevertheless, efforts must continue for their effective compliance.

That said, what the country can seriously focus on, sans much constraints, is on taking collective measures in resolving some of the crucial but intimately associated sociocultural issues, with all sincerity and precision. A few of these important areas include, intense public awareness campaigns on the growing threat to life due to AMR, clubbing the benefits of availing good sanitation facilities, hygienic lifestyle and everyday practices.

Moreover, misuse of antibiotics in poultry, animal farming and agriculture should be curbed. Alongside, mass vaccination program for prevention of bacterial and viral infections, should be made available all over the country. Monitoring of the incidence of death due to AMR, on an ongoing basis, is another practice should also feature in the must-do list, providing access to this database to public. Responding meaningfully to International coalition for country-specific action, is also very important. To attain this goal a healthy socioeconomic environment needs to be encouraged, with corruption free efficient governance.

Conclusion:

That India is in the eye of the AMR storm, can’t be wished away any longer. Thus, the fight against AMR will need to be a well-orchestrated one, engaging all stakeholders as partners. The private sector should also actively participate in the AMR awareness programs under public–private partnership (PPP) or through Corporate Social Responsibility (CSR) initiatives.

The whole process should be backed by a creative strategy, having buying-in from all concerned, but spearheaded by the government. That’s the minimum that, I reckon, should happen when the country is in the eye of the impending AMR storm.

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.

 

The Challenge of Holistic Value Creation With Pharma M&A

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.

Deadly Climate Change Impact On Human Health: How Prepared Is India?

It’s not uncommon to find many people, including heads of countries, expressing their serious apprehensions in public, about the scary impact of climate change. Just the last year, on November 26, 2018, BBC News captured one of such incidences with the astonishing headline: “Trump on climate change report: I don’t believe it.” The findings of this report have underscored, ‘unchecked global warming would wreak havoc on the US economy.’

Similarly, a few years ago, on September 05, 2014,CNN News 18 quoted Prime Minister Narendra Modi as saying: “Climate has not changed. We have changed. Our habits have changed,’ while answering to a question on climate change. Regardless of the outcome of any split-hair analysis of the rationale behind such statements from the world leaders, such public discourse could trivialize the possible catastrophic impact of climate change on the planet earth.

Be that as it may, that climate change is taking place, carrying all its ill-effects, is real now, without any ambiguity. There is also widespread consensus among the members of the United Nations that ‘the Earth is warming at a rate unprecedented during post hunter-gatherer human existence.’

It is worth noting that way back in 2001, the ‘Third Assessment Report of the Intergovernmental Panel on Climate Change’, further recorded: “There is new and stronger evidence that most of the warming observed over the last 50 years is likely to be attributable to human activities”, most importantly the release of greenhouse gases from fossil fuels.

Several ‘International Agreements’, including the Paris Agreement on Climate Change - all supported by hard scientific data, have called for immediate, quantifiable measures in each country to address the ‘wide-ranging environmental threats, such as ozone depletion and long-range transboundary air pollution.’ Against this backdrop, in this article, I shall focus on the dreadful effect of climate change in the proliferation of a wide-variety of ailments, especially infectious diseases, within a few decades. While doing so, let me first have a quick recap on what is ‘Climate Change’, in a simple language.

Climate Change – a quick recap:

According to the United Nations, ‘Climate Change is the defining issue of our time and we are at a defining moment. From shifting weather patterns that threaten food production, to rising sea levels that increase the risk of catastrophic flooding, the impacts of climate change are global in scope and unprecedented in scale. Without drastic action today, adapting to these impacts in the future will be more difficult and costly.’

It’s important to note, although, the planet Earth’s climate is constantly changing over geological time, the current period of warming is occurring more rapidly than many past events. Scientists are concerned that the natural fluctuation or variance, is being overtaken by a rapid human-induced warming, as they emit more greenhouse gases. As these gases get trapped in the atmosphere, more heat is retained that has serious implications for the stability of the planet’s climate, even impacting human health with grave consequences. The World Health Organization (W.H.O) has also warned that the health of millions could be threatened by increases in malaria, waterborne disease and malnutrition.

Its impact human health:

The direct and indirect impact of climate change on human health is profound. Before I go into the specifics, let me indicate some of the direct ones, as captured by the Center for Health and the Global Environment (CHanGE), University of Washington. This is sans any charts and maps, unlike the usual practice:

  • Increasing temperatures are causing poor air quality that can affect the heart and worsen cardiovascular disease.
  • Increasing exposure to pollen, molds, and air pollution, all of which can worsen allergies and other lung diseases, such as asthma.
  • Changes in the geographic range of disease-carrying insects, such as mosquitoes, ticks, fleas and other similar ones, which can fast spread many tropical ailments, such as dengue fever and malaria to humans.
  • Increasing frequency and severity of extreme weather and climate events can cause, besides many physical illnesses, several kinds of mental illnesses – increasing both morbidity and mortality.
  • Frequent flooding events and sea level rise can contaminate water with harmful pathogens and chemicals, potentially causing food-borne and waterborne illnesses.
  • Changing weather patterns affect the quality and quantity of nutritious foods with increasing incidence of under-nutrition and micronutrient deficiencies.
  • Additional stress placed on hospital and public health systems, could limit people’s ability to obtain adequate health care during extreme weather events and disease outbreaks.

Most specific and the deadly one:

The World Health Organization (W.H.O) publication - ‘Climate change and human health – Risks and Responses,’ clearly flagged that ‘Changes in infectious disease transmission patterns are a likely major consequence of climate change.’

Citing a pertinent analogy to explain the reason, it said: “Humans have known that climatic conditions affect epidemic diseases from long before the role of infectious agents was discovered, late in the nineteenth century. Roman aristocrats retreated to hill resorts each summer to avoid malaria. South Asians learnt early that, in high summer, strongly curried foods were less likely to cause diarrhea.”

Would pharma players convert these problems into opportunities?

Curiously, some pharmaceutical investors are researching to fathom potential business opportunities lying underneath the above problem, especially for vaccines and newer antimicrobials. It’s probably a blessing in disguise not just for the drug companies, but also for the general public, considering the following two issues, prevailing in the current scenario:

  • According to W.H.O, Antimicrobial Resistance (AMR) is an increasingly serious threat to global public health. It threatens the effective prevention and treatment of an ever-increasing range of infections caused by bacteria, parasites, viruses and fungi, causing the success of even major surgery and cancer chemotherapy seriously compromised.
  • ‘Pharmaceutical companies are backing away from a growing threat that could kill 10 million people a year by 2050’, reported a July 19, 2018 article. This is because, ‘Antibiotics Aren’t Profitable Enough for Big Pharma to Make More,’ wrote another article, published in Bloomberg Businessweek, on May 3, 2019.

Interestingly, a recent report analyzed and evaluated how this can be done, and which companies will be benefitted most in that process. 

“Climate change to fetch a big business opportunity for pharma”:

As reported on July 25, 2019, Morgan Stanley told investors that climate change will cause an increased prevalence and rapid spread of infectious diseases that may be a boon for some drug companies with big vaccine portfolios. It also highlighted, between 383 million and 725 million more people may be exposed to Zika, dengue and other diseases by 2050, depending on the pace and severity of global warming.

The analysts estimated, especially 7 pharma companies will be critical to fighting infectious diseases brought on by climate change. According to the research note of thebank, ‘the USD 500 billion infectious disease market could see demand for an added USD 125 billion in new vaccines, or as much as USD 200 billion assuming premium pricing for more complex new treatments.’

The top possible gainers:

Identifying the top possible gainers, Morgan Stanley apprised, vaccine development being more difficult and expensive, companies that are already in that business will have an upper hand.

Hence, Sanofi and GlaxoSmithKline are expected at the top, given their existing pipelines and manufacturing capacity. Takeda and Merck both have vaccines in the works for dengue fever, one of the diseases that climate change is likely to exacerbate. Janssen and Pfizer are both active in the vaccines market, but would need to establish new research programs to take on tropical diseases. ‘Moderna’ is also in a good position because it has demonstrated a potential pipeline for drugs combating the Zika virus., as Morgan Stanley further elaborated.

Nevertheless, Morgan Stanley isn’t the only bank looking at investment opportunities from climate change, on July 24, 2019, Goldman Sachs also, reportedly, said it was hiring a sustainable-finance group that is looking into issues related to sustainability. Thus, on the positive side, climate change could fetch a big business opportunity for many pharma players, across the world.

600 million people at risk for climate change in India:

On June 24, 2019, a reputed national business news daily of India reported, “600 million people at risk: Climate change may soon turn critical in India.” Against this threat, the current public health care infrastructure in the country, continues to remain fragile, as stated in India’s National Health Profile, 13th Issue.

It also states, the cost of treatment has been on the rise in India and it has led to inequity in access to health care services. Intriguingly, the country spends around 1.02 percent of its GDP towards public health, which has remained static to declining over a long period of time. Although, health insurance is a growing segment, it hasn’t taken off fully. Several measures are needed to improve and expand insurance coverage.

Further, according to the report by the Center for Disease Dynamics, Economics & Policy (CDDEP) in the US, India is facing shortage of 600,000 doctors and 2 million nurses. This report was widely quoted by the Indian media, on April 14, 2019.

These facts give a perspective on what is India’s level of preparedness to address the critical health issues related to climate change, especially the havoc that the dreaded infectious diseases can cause to so many.

Conclusion:

Astute health policy makers, including a large section of the top political echelon of the country are, apparently, aware of various ill effects of climate change. They also seem to be cognizant that these are likely to accelerate the worsening health problems of the population, including infectious diseases, asthma and other respiratory diseases.

Assuming, new and modern drugs will keep coming to help treat these ailments, do we have a functioning and efficient public health infrastructure to grapple with such issues. What about high out of pocket expenditure towards healthcare for a large section of the population, regardless of Ayushman Bharat?

As the (W.H.O) publication - ‘Climate change and human health – Risks and Responses’ recommended, ‘early planning for health is essential to reduce, hopefully avoid, near future and long-term health impacts of global climate change. The optimal solution, however, is in the hands of governments, society and every individual—a commitment to a change in values, to enable a full transition to sustainable development.’

That said, as India is also a signatory to the latest Paris Agreement on Climate Change, can we assume, India will walk the talk to significantly contain its deadly impact on human health? How is India preparing itself to meet this great challenge of Probably it is anybody’s guess, at least, as on date?

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.

Self-made Barriers To Business Transparency Impacting Drug Access

A recently published book on pharma industry tried to expose the deceit behind many generic-drug manufacturing—and the consequent risks to global health. This publication is described as an ‘explosive narrative investigation of the generic drug boom that reveals fraud and life-threatening dangers on a global scale.’ However, I reckon, this is just a part of the story, and its huge adverse impact on public health flows generally from the following facts:

  • Greater use of generic drugs is hailed as one of the most important public-health developments of the twenty-first century.
  • Today, almost 90 percent of global pharma market, in volume terms, is comprised of generics.
  • These are mostly manufactured in China and India.
  • The drug regulators continuously assure patients and doctors that generic drugs are identical to their brand-name counterparts, just less expensive.

No question, such deceit, blatant fraud and data manipulation – seriously affecting drug quality of generic medicines, shake the very purpose of making affordable drugs accessible to many. But, simultaneously, lack of transparency – right across the various functions of a pharma business, is also making a host of modern life-saving drugs unaffordable and inaccessible to even more patients. Although, both are despicable acts, but the latter one is not discussed as much.

Thus, in this article, I shall dwell on the second one – how attempts for pharma business ‘transparency’ for expanded drug access to patients, getting repeatedly foiled, especially in light of what happened on May 28, 2019, in the 72nd World Health Assembly (WHA).

Does pharma want low business transparency to continue?

Despite so many encouraging initiatives being taken in the pharma industry over a period of time, gross lack of transparency in its business continues, since long, despite this is being a raging issue. The obvious question, therefore, remains: Does pharma want low business transparency to continue? Thus, to give a perspective to this pertinent point, I shall quote two important observations, appeared in ‘MIMS Today’ – the first one on April 17, 2017, and the other came a year before that, on November 20, 2016, as follows:

  • “A market cannot function when purchasers have limited information and, in the case of prescription drugs, pricing is a black box. Prices for drugs are clearly rising at rates that far exceed inflation and the level of any rebates or discounts offered by manufacturers,” experts opined. They further said, to hold the industry accountable, Access to Medicine Foundation (AMF)’ regularly compiles an index to rank the progress made by each large drug maker in the area of business transparency. Curiously, they concluded, ‘the number and quality of evaluations for the effectiveness of these programs are lacking.’
  • “Lack of transparency of drug makers was also identified. Their policy positions, political contributions, marketing activities and memberships in associations and the associated financial support provided and board seats held were all analyzed. And only then, the ‘AMF’ reached a consensus that transparency remains low in all areas. The analysts further added, ‘there is a lack of transparency and rigor in monitoring and evaluating the access-to-medicines initiatives as well as the link between prices and development costs. Thus, ‘greater transparency from manufacturers to disclose R&D costs for drugs and evaluation of the initiatives’ is imperative.

Despite key policy makers’ favoring transparency, it remains elusive:

To illustrate this point, let me draw a recent example from the United States.

Alex M. Azar II, who is currently the Secretary of Health and Human Services of the United States, also served as president of Eli Lilly USA. LLC from 2012 to 2017 supports the need of business transparency in the pharma industry. Last year, he also emphasized:

“Putting patients in charge of this information is a key priority. But if we’re talking about trying to drive not just better outcomes, but lower costs, we also have to do a better job of informing patients about those costs. That is where our emphasis on price transparency comes in.” By naming the key health care product and service providers, Azar added, “So this administration is calling on not just doctors and hospitals, but also drug companies and pharmacies, to become more transparent about pricing and outcomes of their services and products.”

Like Secretary Azar, policy makers in several other countries, including India, are also talking and seemingly in favor of transparency in health care business systems, but it remains elusive, as we shall see below.

Do vested interests create over-powering pressure to maintain status-quo?

The above examples give some idea about the pressure created by vested interested to maintain a status-quo in this important area. Although, business transparency is a must, pharma influence on policy makers is so powerful that even a recent global resolution on the subject, had to dilute its original version in its final avatar, significantly, which I shall now focus on, as yet another vindication on this issue.

The final version of the 2019 WHA resolution made weaker in transparency:

On May 28, 2019, by a News Release in Geneva, the World Health Organization (W.H.O) announced, to help expand access to medicines for all, the72nd World Health Assembly (WHA) adopted a significant resolution on improving the transparency of markets for medicines, vaccines and other health products, globally. I repeat, this was a global effort to expand access. The assembly brought together delegates from 194 Member States of the W.H.O, including India – from 20 to 28 May 2019, in Geneva, Switzerland.

Intriguingly, as several reports highlighted, ‘the final resolution is considerably weaker than the original draft.’ Nevertheless, it still provides, at least, some measures, which have potential to make an impact on market access, globally.

What exactly was the 2019 WHA original resolution?

The original WHA draft resolution, titled ‘Roadmap for access 2019-2023 – Comprehensive support for access to medicines and vaccines’, urged the Member states the following:

  • To enhance public sharing of information on actual prices paid by governments and other buyers for health products,
  • Greater transparency on pharmaceutical patents, clinical trial results and other determinants of pricing along the value chain from laboratory to patient.
  • Requests the WHO secretariat to support efforts towards transparency and monitor the impact of transparency on affordability and availability of health products, including the effect of differential pricing.

Highlighting that access to medicines is the key to advancing the Universal Health Coverage (UHC), the resolution aims to help the Member States:

  • To make more informed decisions when purchasing health products,
  • Negotiate more affordable prices
  • And ultimately expand access to health products for the populations.

Palpable discomfort of large pharma associations:

The May 30, 2019 article of the Pharm Exec Magazine on this resolution, carried a headline with a query: Is it ‘A Watershed on Transparency and International Collaboration in Drug Pricing?’ The paper brought out some important points that may help explain why the 2019 original WHA resolution, could not be adopted as such. Apparent discomfort in this regard of some top industry associations, which were created and fully funded by large global drug companies, was palpable, according to this report.

For example, “the International Federation of Pharmaceutical Manufacturers and Associations (IFPMA), warned governments ‘to carefully consider potential risks to patients, particularly in less developed countries, of sharing outcomes of confidential price negotiations across countries.’ The implication is that prices in less-affluent countries could rise if the wealthier nations used international transparency to demand lower prices for their markets.”

Why couldn’t the original resolution on business transparency be adopted?

To instantiate the level of discomfort of vested interests, let me highlight some critical changes made in the 2019 in final WHA resolution at the international level, as I get from the above paper. A few of which are as follows:

In the original draft Changes in the final resolution
1. “Undertake measures to publicly share information on prices and reimbursement cost of medicines, vaccines, cell and gene-based therapies and other health technologies.” Refers to publicly sharing of information only on net prices.
2. “Require the dissemination of results and costs from human subject clinical trials, regardless of outcome or whether the results will support an application for marketing approval.” “Take the necessary steps, as appropriate, to support dissemination of and enhanced availability of and access to aggregated results data and, if already publicly-available or voluntarily-provided, costs from human subject clinical trials regardless of outcomes or whether the results will support an application for marketing approval.”
3. “Require the publication of annual reports on sales revenue, prices, units sold, and marketing costs for individual products, as well as details of the costs of each trial used to support a marketing authorization application and information on financial support from public sources used in the development of a drug.” Calls on the member states to “work collaboratively to improve the reporting of information by suppliers on registered health products, such as reports on sales revenues, prices, units sold, marketing costs, and subsidies and incentives.”
4. Wanted the WHO Director-General to “propose a model/concept for the possible creation of a web-based tool for national governments to share information, where appropriate, on medicines prices, revenues, units sold, patent landscapes, R&D costs, the public sector investments and subsidies for R&D, marketing costs, and other related information, on a voluntary basis.” Diluted only to “assessing the feasibility and potential value of establishing a web-based tool to share information relevant to the transparency of markets for health products, including investments, incentives, and subsidies.”
5. Proposed the creation of a forum to “develop suitable options for alternative incentive frameworks to patent or regulatory monopolies for new medicines and vaccines” that would both promote universal health coverage and adequately reward innovation. This point doesn’t find any place in the final resolution.

It appears, the final 2019 WHA resolution has been able to remove the key points of discomfort for the drug industry – caused by greater business transparency. It is largely due to the fact that the final pledges ‘consist largely of recommendations for voluntary action rather than the requirements for comprehensive disclosure proposed in the original draft.’

Conclusion:

To arrive at a consensus, especially over promoting transparency in costs incurred towards R&D of drugs and health-related technologies, appeared challenging for the W.H.O Member States, inthe 72nd World Health Assemblythat concluded on May 28, 2019.Overall resolution changed the narrative from a mandatory process to a voluntary initiative. As I said before, it still prescribes several measures, which can help expand access to medicines for all, across the world.

In tandem, it also comes out clearly that barriers to business transparency to ensure better access to drugs for all, across the world, are not easy to uproot, either. Especially, when it comes to fighting against concerted efforts of powerful pharma lobby groups, other vested interests and some looney fringes.

The process of adoption of the May 2019 WHA final resolution of the world’s most relevant public health issues, is just an example.

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.

Pharma ‘Chatbots’: For Better Stakeholder Engagement

The critical value of meaningful interaction and engagement with individual customers – responding to their specific needs, is fast drawing attention of many businesses, for sustainable performance excellence. The same is happening in the pharma industry, as well. Creative use of this process leveraging modern technological support systems, would also provide a unique scope of cutting-edge brand service differentiation, in well researched areas.

That, it is a very important focus area for the pharma players, is no-brainer. Nonetheless, what really matters most is the novelty in strategizing such interactions and engagements, especially with patients and doctors. I also wrote about it in my article, titled ‘Indian Pharma To Stay Ahead of Technology Curve,’ published in this blog on May 22, 2017. Over two years ago, I clearly indicated there that application of AI via digital tools, called ‘Chatbots’ – the shorter form of ‘Chat Robot’, is one of the ways that pharma may wish to explore this area.

Illustrating this point in that article, I mentioned that on March 05, 2017, a leading bank in India announced the launch of an AI-driven Chatbot named Eva, coined from the words Electronic Virtual Assistant (EVA), to add more value to their services for greater customer satisfaction. ‘According to reports, Eva is India’s first AI driven banking Chatbot that can answer millions of customer queries on its own, across multiple channels, immediately.’

In this article, I shall dwell on this interesting area, with a primary focus on pharma sales and marketing, and assess the progress made in this space, thus far, by several drug companies, including some Indian players. Let me start by recapitulating the basic function and purpose of ‘Chatbots’ in pharma.

Pharma ‘Chatbots’ – the function and purpose:

Simply speaking, pharma ‘Chatbots’ are also AI-powered, fully automated virtual assistants. Its basic function is to mimic one-to-one human conversation on particular areas, as desired by the user. Likewise, its basic purpose is to genuinely help and assist the customers who are in search of right answers to specific disease related questions, in a one-to-one conversational format, having a higher source-credibility.

In that process, ‘Chatbots’ can effectively satisfy the patients and doctors by providing them the required information, immediately. In tandem, pharma companies also reap a rich harvest, by developing not just a trust-based healthy relationship with them, but also in building a robust corporate brand – creating a long-term goodwill that competition would possibly envy.  

Effective customer satisfaction is an area that can’t be ignored:

In the digital age, a new type of general need is all pervasive, with its demand shooting north. This is the need to satisfy a voracious appetite among a large section of the population for all types of information, with effortless and prompt availability of the required details – as and when these come to one’s mind.

When such information need relates to health concern of a person, such as – available treatment options against affordability, or drug price comparisons – factoring in effectiveness, safety concern – exactly the same thing happens. Most individuals won’t have patience even to write an email and wait for an answer, even the wait is just for a short while.

In the current scenario, it will be interesting to fathom, how would a pharma company, generally, interact or engage with such patients, to further business and creating a possible long-time customer? Some companies have started responding to this need – effectively and efficiently, by providing easy access to information through ‘Chatbots’, created on advances AI platforms. But, such players are a few in number.

Can pharma also think of ‘Chatbots’, likeSiriorAlexa?

Today, several people are using standalone and branded Chatbot devices in everyday life, such as, Siri (Apple), Alexa (Amazon), Cortana (Microsoft) or Google Now (Android). Interestingly, many industries, including a few companies in pharma, have also started developing their own version of ‘Chatbot dialog application systems.’

Industry specific ‘Chatbots’ are designed to meet with some specific purpose of human communication, including a variety of customer interaction, information acquisition and engagement – by providing a range of customized services to the target group.’ ‘Siri’ or ‘Alexa’ or the likes, on the other hand, are all-purpose general Chatbots, though, for everyday use of individuals. Thus, the question that comes up, in which areas pharma companies can use Chatbots to add value to their interactions and engagements with patients, in general, and also doctors.

Where to use ‘Chatbots’ as a new pharma marketing channel?

Some of the findings on the application of ‘Chatbots’, especially in pharma sales and marketing, featured in the CMI Media publication in December, 2016. It found that drug companies have a unique scope to leverage this new sales and marketing – channel, by developing ‘Chatbots’ in the company represented therapy areas. Following are just a few most simple illustrations of possible types ‘Chatbots’ for interaction and engagement with patients, which can be designed in interesting ways:

  • That can answer all types of patient questions on specific diseases, educate them about the disease and available treatment options with details.
  • That allows patients or physicians to get all relevant information about the prescription drugs that they require to prescribe for patients to start treatment, including potential side effects, adverse events, tolerability, dosing, efficacy and costs, besides others.
  • Once a treatment option is chosen, a third kind of Chatbot can help with patient adherence to treatment, provide reminders when the treatment should be administered, explain how to properly dose and administer the treatment, and other relevant information.

Chatbots could also be useful for doctors and nurses:

As the above paper finds, ‘Chatbots have value for serving healthcare professionals as well, for example:

  • When, physicians and nurses want to understand the pathogenesis, pathophysiology, and/or progression of a specific disease in their patients.
  • Although, such content may also be available on disease state awareness sites, but branded Chatbots would make that content readily available in more of an FAQ format.
  • When health care professionals would like to get data around safety/toxicity, or information about dosing strengths, calculations, and titrations, while using specific brands.

Chatbots can also be effectively utilized by the drug manufacturer to gain deep insights into customer behavior across all touchpoints, to enhance end-to-end customer experience, as I wrote in this blog on July 02, 2018. The data created through this process, can also be put to strategic use to design unique brand offerings.

Need to chart this frontier with caution:

Pharma, being a highly regulated industry in every country of the world, with a varying degree, though, the ‘Chatbot’ development process should strictly conform to all ‘Dos’ and ‘Don’ts’, as prescribed by the regulators of each country. Each and every content of the ‘Chatbot’ should pass through intense, not just regulatory, but also legal and medical scrutiny. Yet another, critical redline that ‘Chatbots’ should never cross is the ‘privacy’ of any individual involved in the process.

Three critical areas to consider for pharma ‘Chatbots’:

Effective pharma ‘Chatbots’ are expected to get ticks on all three of the following critical boxes:

  • Meeting clearly defined unmet needs of patients in search of a health care solution or most suitable disease treatment options.
  • Brand value offerings should match or be very close to the targeted patients’ and doctors’ expectations.
  • Should facilitate achieving company’s business objectives in a quantifiable manner, directly or indirectly, as was planned in advance.

Pharma has made some progress in this area, even in India:

To facilitate more meaningful and deeper engagements with patients, some drug companies, including, in India, are using ‘Chatbots.’ Here, I shall give just three examples to drive home the point – two from outside India and one from India.

October 23, 2018 issue of the pharma letter reported, a study from DRG Digital Manhattan Research found, ‘Novo Nordisk and Sanofi brands rank best for the digital type 2 diabetes patient experience.’ The article wrote, about some pharma players ‘facilitating deeper engagement through the use of automated tools like Chatbots to triage inquiries and get patients the answers they need faster, and through interactive content like quizzes and questionnaires that pull patients in and help them navigate health decisions,’ as follows:

  • Novo Nordisk‘s diabetes website includes an automated Chat feature dubbed “Ask Sophia,” helping patients access disease and condition management information more quickly.
  • Likewise, Merck & Co‘s website for Januvia employs interactive quizzes to educate patients and caregivers.

Similarly, on November 23, 2018, a leading Indian business daily came with a headline, ‘Lupin launches first Chatbot for patients to know about their ailments.’ It further elaborated, the Chatbot named ‘ANYA’, is designed to provide medically verified information for health-related queries. The disease awareness bot aims to answer patient queries related to ailments,’ the report highlighted.

Chatbots – global market outlook:

According to the report, titled ‘Healthcare Chatbots – Global Market Outlook (2017-2026),’the Global Healthcare Chat bots market accounted for USD 97.46 million in 2017 and is expected to reach USD 618.54 million by 2026 growing at a CAGR of 22.8 percent.

The increasing demand for Chatbot ‘virtual health assistance’, is fueled primarily by the following two key growth drivers, the report added:

  • Increasing penetration of high-speed Internet.
  • Rising adoption of smart devices.

Conclusion:

With the steep increase of the usage of the Internet and smart phones, general demand to have greater access to customized information is also showing a sharp ascending trend, over a period of time. A general expectation of individuals is to get such information immediately and in a user-friendly way.

Encouraged by this trend, and after a reasonably thorough information gathering process, mainly from the cyberspace, many patients now want to more actively participate in their treatment decision making process with the doctors. This new development has a great relevance to drug companies, besides other health service providers. They get an opportunity to proactively interact and engage with patients in various innovative ways, responding to individual health needs and requirements, thereby boosting the sales revenue of the corporation.

The unique AI-driven technological platform of pharma ‘Chatbots’, is emerging as cutting-edge tools for more productive stakeholder engagement – so important for achieving business excellence in the digital world. The recent growth trajectory of ‘Chatbots’ in the health care space, vindicates this point.

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.

Visible, The Green Shoots of Digital Transformation in Pharma

Currently, one gets a mixed feeling about the progress of digital transformation in the pharma industry. This is despite various reports confirming that a number of major initiatives in this field have been taken, especially by Big Pharma, globally. Moreover, these are primarily driven by the company CEOs, as it should be, and adequately backed by heavy investments.

Another recent trend can’t also be wished away, as corporate C-suites find a new breed of leadership – Chief Digital Officers (CDO) as occupants. It has already happened in several top pharma companies. Alongside, one can spot in this milieu, a plethora of private ‘digital trainers’ – wearing interesting titles and offering courses of many types, especially for pharma line managers.

On the flip side, many experts feel that ‘digital transformation of business’ is currently more a buzz in the drug industry than reality. These are, apparently, piecemeal attempts of converting analogue formats to digital, in a number of functional areas to improve operational efficiency of the same process.

Thus, it’s time to go for a reality-check at the ground zero, to ascertain the overall progress of the industry in this area, at least, in the last five years. While doing so, in this article, I shall try to hear the views of the top company CDOs on the nature of the challenge, alongside examine some credible research findings. Let me begin this discussion by looking at where exactly does the pharma industry stand today in this space, as compared to other industries.

A fact-check:

That many players in the drug industry, continue to have no clear digital vision and strategy, was established in the ‘Harvey Nash/KPMG CIO Survey 2018.’ This survey is claimed to be the largest on IT leadership in the world, with almost 4,000 participants across 84 countries, representing over USD 300 bn of IT budget spend.

The report provides a snapshot of the pharma industry in several areas, particularly where the industry’s responses differed significantly from those across other industries. As I go along with my submission, I shall fact-check and quote from this data. Let’s find below the industry response to the following two key questions:

A.‘Does your organization have a clear digital business vision and strategy?

Industry

Yes (enterprise-wide)

%

Yes (Within business units)                      %

No

%

Pharma

23

28

49

All industries

32

27

41

The second question is even more specific:

B.‘Does your organization have a Chief Digital Officer or someone serving in that capacity?’

Industry

Dedicated CDO

%

Someone else in that role                            %

No

 %

Pharma

4

37

59

All others

11

39

50

That said, let me also acknowledge, enough evidences suggest that a sort of ‘digital warming-up’ has commenced in the industry for some time now.

‘Digital warming-up’ has commenced:

That the process has just begun, was captured in several reports. Let me illustrate the point, citing an example of the article, titled ‘Marketing outside the box’, published in the Pharma Times Magazine of May 2017.

Considering blistering pace of progress and rapid adaptation of digital technology in businesses, it is interesting that a couple of years ago, the above article highlighted exactly what many would articulate even today. The author noted: ‘Think pharmaceutical marketing these days and the buzz words digital, consumer engagement, multichannel, and closed-loop all come to mind.’ Focusing on the possibility to make it happen, sooner, the paper added, ‘There is now a dizzying array of tools, technologies and tactics that can be combined in various permutations to create marketing campaigns unheard of a mere five to 10 years ago.’  Thus, the ‘digital warming-up’ notwithstanding, the key question, I reckon, is, about two years down the line, how many drug companies have started maintaining an enterprise-wide digital business strategy?

A soft target – for rationalization:

To rationalize the leisurely progress of this key initiative, one may possibly choose the soft target and say,drug companies being a part of a highly regulated and tradition-bound industry, are late to fathom the indispensability of digital transformation of business. But this justification is open to many probing questions. One such counter-query could be – in that case, why many constituents of as stringently regulated industry, if not more, – financial services business, including banking, are galloping ahead with digitization?

Even if, the above rationalization is accepted at its face value, the other question won’t also be too easy to answer: Why digitization is not gaining momentum in the pharma industry, as much as it should, particularly as compared to other highly regulated industries? Such probes understandably may not attract too many affirmative answers. However, the crux of this issue was reported in the headline of Fierce Pharma on June 25, 2019 – ‘Pharma’s got its chief digital officers. Now let’s see the results.’

In pursuit of holistic outcomes with digitization:

The August 2015 paper of McKinsey, titled ‘The road to digital success in pharma’, also acknowledged, just as other related one, the drug industry can play a pivotal role in the digital transformation of healthcare – changing lives of many. While pointing out, capturing this opportunity requires identifying the right initiatives, the article cautioned the industry, it needs to run harder ‘to keep pace with changes brought about by digital technology.’

There are indications that some top pharma decision makers have also realized that this change has to happen, sooner – assigning top organizational priority, and demanding sharp focus of all. As I wrote in my article of October 29, 2018, several companies have created a brand-new C-Suite position, to ‘lead the company’s digital efforts across research, discovery and business processes.’

The initiative intensified in the last two years:

According to May 13, 2019 edition of Biopharma Dive, seven of the nearly thirty pharma and biotech companies valued at more than USD 10 billion has named a Chief Digital or Information Officer (CDD/CIO) on their executive committee. Such placements facilitate greater influence for organization-wide changes and signal that they are taking the potential of digital technologies seriously to transform their respective business models.

Interestingly, six of those individuals were appointed to top management within the last two years. This shift comes, as tech companies like Amazon and Apple inch further into medicine, in a different form, though. Taking a cue from this emerging trend, some pharma majors are also merging research and development of new medicines with digital technology and big data. Thus, even CDO responsibilities are going through a curious metamorphosis.

Is CDO position a temporary one?

This question is aptly answered in the 2019 Report on the study of CDOs conducted byStrategy &PwC’s strategy consulting group. The paper finds, the elevation of CDO at the Corporate Executive Committee or the Board level, ‘reflects the growing recognition that the digital transformation agenda now has strategic importance to most organizations, and that, unless it is driven from the top of the enterprise, it will not have the required momentum to drive business change.’ Overall in business: ‘More than half (54 percent) of CDOs have board-level status today, up from 40 percent in 2016’, the report highlights.

Although, it is construed as a general industry trend today, the report however, captures a clear dissonance. It found that leaders at many companies believe that putting a single person in charge of digital transformation may not be the best approach, as it is an intrinsic strategic priority, across the whole business, where agility becomes critical for survival. Thus, the researchers felt, as digital transformation becomes part of the core business, the next step will possibly be for the CDO to disappear. When it happens, digital transformation will become the responsibility of every member of the executive team of the organization.

Be that as it may, we shall cross that bridge when we come to it. At present,the basic groundswell for digital transformation of the entire business, is created from the C-Suite of the CDO. Thus, let us dwell on the scope of CDO in a pharma company.

Current scope of CDO in a pharma business:

Let me illustrate this point by quoting from the Press Release of Sanofi, dated February 12, 2019, appointing their CDO. It said, the CDO will be responsible for enhancing Sanofi’s strategy to integrate digital technologies and medical science to ultimately improve patient outcomes. His mandate will include scaling up Sanofi’s ongoing portfolio of digital initiatives by developing broad external partnerships, building out internal infrastructures, and exploring new business opportunities for the company in the digital space.

Thus, the role of a CDO is primarily focusing on both - developing a digital health strategy and improve internal capabilities, to effectively use new technologies and advanced analytics to deliver the deliverables, more effectively. As many would know, last year, both Pfizer and Merck announced appointments of CDOs for the first time in the company. In 2017, Novartis and GlaxoSmithKline (GSK) also created similar C-Suite positions.

Now, CDOs will need to prove their value:

Yes. That’s exactly what the Sanofi CDO said in the above Fierce Pharmaarticle – appeared on June 25, 2019. He was forthright in admitting, after a few years, pharma and biotech companies would be ‘kind of pressuring’ CDOs to ask, ‘Well, what have you really achieved? And show me the results. Have you made us more efficient? Have you transformed the way we work? Have you created new business? Have you really given us new tools, new technologies, new drugs which are digitally enhanced? And show me where they are.’

Hence, the pace of digital transformation of companies needs to be much faster now than ever before.

The current status of digitization in pharma:

Since, proof of the pudding is in the eating, let’s get a feel of the company employees in this area from their response to the query from the same ‘Harvey Nash/KPMG CIO Survey 2018.’:

‘Overall, how effective has your organization been in using digital technologies to advance its business strategy?’ 

Industry

Very effective          %

Moderately effective  %

Not/Slightly effective %

Pharma

17

37

36

All others

22

42

46

The above details may not reflect a great progress for the pharma industry in digital transformation. Nevertheless, this space doesn’t remain barren either, not any more. Some signs of progress – some green shoots, I reckon, are indeed discernable.

Conclusion:

As I see it, the need for digital transformation is an existential issue for the pharma industry. No one can afford to let this initiative die. In any case, the technological wave of such dimension, power and relevance for all, will always prevail – getting stronger – as the days pass by.

That said, there isn’t much doubt, either, that many drug companies are finding it challenging to keep pace with the rapid progress of technology, where obsolescence is also equally fast. Some are also facing tough barriers to scale up digital transformation across the organization. The rest seems to be not very sure how and where to start it from.

On the other hand, as I also wrote in my article in this blog on April 08, 2019, fueled by, among others, Internet of Things, the health care environment, including in India, is moving towards a ‘connected healthcare’ regime. This disruptive change will demand the best value offerings from each brand for better patient outcomes.

The good news is, at least, some green shoots of digital transformation in the pharma space are certainly coming up. But its pace needs to be considerably accelerated and now, creating an optimal groundswell – always being on the same page with customers – for path-breaking outcomes.

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.

Disruptive Impact of AI on Pharma Sales And Marketing

Artificial Intelligence (AI) that refers to the ability of machines to perform cognitive tasks like thinking, perceiving, learning, problem solving and decision making, is poised to disrupt our world. Initially conceived as a technology that could mimic human intelligence, AI has evolved in ways that far exceed its original conception. This was articulated in the June 2018 Discussion Paper, titled ‘National Strategy for Artificial Intelligence’ of NITI Aayog, India.

The paper further highlights: With intelligent machines enabling high-level cognitive processes like thinking, perceiving, learning, problem solving and decision making, coupled with advances in data collection and aggregation, analytics and computer processing power, AI’s capability has dramatically expanded. So is its game-changing utility in a growing number of fields to enhance productivity – dramatically.

I also expressed this need in my article, “Indian Pharma To Stay Ahead of The Technology Curve,” published in this Blog on May 22, 2017. Nevertheless, despite galloping progress of AI, a kind of ‘Ostrich Syndrome’ still prevails in some sections of the industry. This attitude, if continues, may catch many drug companies off-guard, with serious repercussions on business. In this article, I shall focus on the possible impact of AI on pharma business, specifically on pharma sales and marketing, instead of being prescriptive in my deliberation.

A disruptive impact on pharma value-chain:

Currently, only a few drug companies have embraced AI-driven technologies to transform pharma value-chain elements, across functional areas of the organization. However, in the next few years, effective adaptation of AI, in the true sense, will be the key success factors for any player – nurturing a burning desire to succeed, consistently. This was, again, an important conclusion of the 2019 FICCI Report titled, ‘Use of Artificial Intelligence and Advanced Analytics in pharmaceuticals.’

While explaining its rationale, the report emphasizes – catalyzed by an exciting range of new, disruptive technologies a paradigm shift is taking place, challenging the status quo with the traditional pharma business model. AI is in the process of disrupting this status quo, especially in the following two areas:

  • Increasing stakeholder pressure to reduce costs and demonstrate greater value of drugs,
  • Evolving swing from treatment to prevention, and patient-centric treatments.

Prompts a critical need to re-imagine the future:

These inevitable shifts prompt a critical need to re-imagine the future, for each drug manufacturer. However, the good news is, some of them, predominantly the global ones, have started making sizeable investments on AI. On a deeper scrutiny, the FICCI paper finds that applications of AI are mostly taking place in the new drug discovery and the supply chain area.

Besides individual company initiatives in the R&D area, important collaborative arrangements on AI with academia, have also been announced, such as, ‘Machine Learning for Pharmaceutical Discovery and Synthesis Consortium (MLPDS). This is a collaboration between the pharma/ biotech industries and the departments of Chemical Engineering, Chemistry, and Computer Science at the Massachusetts Institute of Technology (MIT).

MLPDS is expected to facilitate the design of useful software for the automation of small molecule discovery and synthesis. As on July 02, 2019, reportedly, ‘33 Pharma Companies Using Artificial Intelligence in Drug Discovery.’That said,let me hasten to add that some companies are also testing the water, with all seriousness, in pharma sales and marketing functions. So, the AI wave is fast catching up, driving the drug industry to chart uncharted frontiers. In this scenario, would there be any scope of survival for laggards?

Should it happen faster in pharma sales and marketing, as well?

In my view, the answer is an emphatic ‘Yes.’ This is primarily because, the disruptive impact of AI won’t be any less in pharma sales and marketing. It will, therefore, be prudent for these professionals, not just to understand how AI works in their respective functions, but also the ways to effectively use various AI platforms and applications, to transform the traditional processes, fundamentally.

Moreover, when stakeholders, including patients, doctors, hospitals, health insurance companies and even governments, are directly or indirectly using a host of AI-enabled tools and applications for better outcomes, does pharma have any other option?

Areas in which the impact could be transformative:

The recent publication titled, ‘Boosting Pharmaceutical Sales and Marketing with Artificial Intelligence’ of ZS, analyzed this issue quite well. It emphasized, those functions in the drug industry where there exists a significant reliance on human functions, such as expertise and reasoning, the impact of AI can be transformative.

Sales and marketing are two such focus areas, besides other functions. Companies that use AI to orchestrate a cohesive customer experience, will drive stronger differentiation, better customer access and higher sales impact, the report highlighted. Thus, creating specific opportunities and requisite empowerment, are necessary for deserving people, to foster machine learning and human integration in sales and marketing. This, in turn, will help them gain insight into how to unleash the power and value of AI for achieving business excellence.

Some early adopters of AI in sales and marketing:

Recent reports indicate that some global pharma majors have started using AI in sales and marketing. Let me illustrate this point with two examples – Pfizer and Novartis.

In May 2017, Pfizer Australia, reportedly, adopted AI-powered digital analyst tool for sales and marketing decision making.This ‘What-if Simulator’, allows Pfizer to test and optimize a range of scenarios based on internal and external data sets. It helps simulate the impact of sales and marketing strategies, investigate assumptions and hypothesis difficult to test in the real world, and compare the outcome of various what-if scenarios in order to understand what’s contributing to business results. According to Pfizer, ‘the software will also help to understand deterministic and non-deterministic factors presented in its business operations, as well as see how variables within different questions impact one another’.

Another recent media report titled, ‘Novartis puts AI on the job to help reps say the right things to the right doctors,’ appeared in Fierce Pharma on January 09, 2019. It also confirms the keen interest of pharma in this area. Called “virtual assistant,”this application helps salespeople to make sure when they visit a specific doctor that they are talking about exactly what that doctor is absolutely interested in. “When you turn up at the right time with the right things to say, they’re more interested and put more value in it, and our people like the fact that AI is running in the background helping them plan their day,” Novartis official further elaborated.

Accept the dictum – ‘there is always enough room for improvement’:

Following this dictum, is the starting point for pharma marketers to seriously accept AI as a game changer in this industry, regardless of how successful the company is – in doing what they do, following the traditional business models. The core purpose of a drug company is to make sure that patients get what they want, in those disease areas where the company represents.

If a brand strategy is prepared based on research data collected a few months back, there could probably be a flaw in your strategy. This is because any recent offering to patients by a competitor, may have considerably changed what the patients want now. If a strategy is not based on virtually real-time information on what exactly the customers are looking for now, the result could be far from satisfactory.

The elements which are critical in creating ‘great brands,’ were nicely captured in the May 13, 2019 issue of Customer THINK on ‘AI in Digital Marketing.’ It articulated, ‘Great brands will be those that can think creatively, design effectively, and execute flawlessly to deliver seamless experiences woven together by machines and humans.  Using this approach, marketers and their marketing machines will stay gainfully employed.’ Thus, creative application of AI by astute pharma marketers will help achieving this goal.

Will AI ultimately replace pharma sales and marketing people?

This is a lurking fear in the minds of many. A related article appeared in the pharmaphorum on July 02, 2019, also wrote about a similar apprehension. The paper is titled, ‘Will AI make pharma marketers obsolete?’ It said: ‘Artificial intelligence, is sometimes seen as either a panacea or a destroyer – the fix for all humanity’s problems, or the apocalyptic scourge that will turn on us.’

I too reckon, AI can never replace people in pharma sales and marketing operations. This is because, there are two distinct elements in both these functions. One, the creative power of a professional that creates, develops, hones, and executes new ideas, strategies. It even decides how effectively AI can be used. The second element is the technological power behind AI. This can carry out a host of different very important, but routine and repetitive tasks – with a great amount of precision and virtually flawless. As the key sales and marketing professionals will need both, the AI can’t completelyreplace people in these two critical operational areas.

Some uses of AI in sales and marketing:

Eularis, in its ‘Blog, Comment & Insight’ of January 15, 2018, deliberated on this area. Just to give a feel of possible use of AI in different very important, but routine and repetitive tasks – with a great amount of precision, I am summarizing some of those points, as follows:

  • ‘Identification and Mapping’ of’ Key Opinion Leader (and up-and-coming Key Opinion Leader), which is constantly changing. Alongside, it can help scan and analyze all relevant journal articles, coming out each week, besides the same for ongoing clinical trials in the chosen field – flagging how changes and new additions can impact the KOL database.
  • Disease specific patient identification and physician targeting, especially in rare disease areas.
  • Helps identify individual preferences for content, channels and timing of information, that leads to allowing personalization at scale, and ensuring every customer is receiving what they want, when they want, and in the channel they want.
  • Facilitates utilizing the power of big data, AI tools and apps to identify which patients will cease adherence and how this can be addressed, thereby minimizing the loss of business for non-adherence.
  • Helps create custom messaging for sales reps to use for individual physicians based on what that physician needs at that particular moment in time.

Conclusion:

Use of AI-based technology in the pharma industry, basically means automated algorithms with the capability to perform all those tasks that are now being done mostly with heavy dependence on human intelligence. Thus, its possible use spans across almost all functional domains – from drug discovery, clinical development, supply chain and right up to sales and marketing.

Although, it is still challenging to figure out to what extent AI will transform the industry, one gets a strong signal that it is not just another ‘buzz word’ or a new kid on the block. The technology is surely spreading its roots across the health care space, pharma being an integral part of it. Which is why, according to ‘Executive Insight’ (Volume XX, Issue 60) of  L.E.K. Consulting, ‘all of the largest 10 pharmaceutical companies are investing in AI, and developments in applications are occurring across the spectrum of pharma business.’

In fine, to fathom the disruptive impact of AI on pharma business, I shall conclude by quoting from March 18, 2019issue of Healthcare Weekly. After a thorough analysis, the paper acknowledged thatAI is already redefining biotech and pharma. It concluded by stating, ‘ten years from now, pharma will simply look at artificial intelligence as a basic, every day, technology. The only question is how long pharma executive will wait till they jump on the wagon and leverage AI to improve their operational efficiency, outcomes and profits.’

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.