There is a disconnect between when market access activities typically begin and when they should ideally begin, take a look at what we have discovered.
Kathryn Phillips, PhD presents "Value of Personalized Health Care: What is it? How to measure it? Why Care" at the 2009 Personalized Health Care National Conference at Ohio State University.
Dr. Phillips is Professor of Health Economics and Health Services Research and director/founder of the Center for Translational and Policy Research on Personalized Medicine at the University of California San Francisco.
Decoding Phase II Clinical Trial Failuressubhabbasu
Clinical development is costly, with hundreds of millions of dollars spent to bring a drug to market. We identified the major reasons why Phase II clinical trials are terminated. Phase II serves as a major decision point, where a drug's effectiveness and safety are tested. However, our analysis of 444 clinical trials found Efficacy and Safety were reasons three and four, respectively, for trial terminations. Read to find out the top two reasons!
Kathryn Phillips, PhD presents "Value of Personalized Health Care: What is it? How to measure it? Why Care" at the 2009 Personalized Health Care National Conference at Ohio State University.
Dr. Phillips is Professor of Health Economics and Health Services Research and director/founder of the Center for Translational and Policy Research on Personalized Medicine at the University of California San Francisco.
Decoding Phase II Clinical Trial Failuressubhabbasu
Clinical development is costly, with hundreds of millions of dollars spent to bring a drug to market. We identified the major reasons why Phase II clinical trials are terminated. Phase II serves as a major decision point, where a drug's effectiveness and safety are tested. However, our analysis of 444 clinical trials found Efficacy and Safety were reasons three and four, respectively, for trial terminations. Read to find out the top two reasons!
Creating a Comprehensive Drug Development PlanCovance
This white paper provides an overview of creating an integrated drug development plan, overcoming common development challenges and devising strategies that increase the likelihood of delivering a new, approved medicine to patients.
International Pharmaceutical Industry: Feasibility Is Not (Anymore) A Plain S...KCR
Investigational Sites
The sole term ‘feasibility’ has multiple definitions in a clinical environment, leading to certain bias with all stakeholders involved, including pharma companies (sponsors) and all types of contract research organizations (CROs). The most common perception is related to a never-ending argument between pharma outsourcing departments and CRO commercial groups, with sponsors expecting CROs to run a (non-defined) feasibility study prior to proposal submission and CROs undertaking a series of schematic actions to create an impression of fulfilled expectation.
The importance of getting a Biotechnology launch right the first time and the difficulty of recovering from a slow sales trajectory suggest that there is a need to evolve the go-to-market approach to ensure launch success. Successfully bringing a product to market has been increasingly difficult as the U.S. Healthcare Market has evolved since implementation of the Affordable Care Act. Pricing has become more controlled - and value based - as healthcare costs have increased to an unsustainable level. Customers realize there is little product differentiation and the traditional Field Sales representative based go-to-market models are struggling to effectively communicate the value proposition to more demanding and informed customers and stakeholders. The results of our pre-launch survey are provided here along with recommendations for what Biotechnology companies can do to improve launch readiness.
Tricks of the Trade: Patient Recruitment & Retention for Different Study TypesImperial CRS
In efforts to raise the bar for medical advancement, clinical trials are growing increasingly complex. This complexity, more often than not, leads to costly delays in enrollment. In this ebook, we'll take a look at 4 case studies for different study types, and examine the unique factors to consider during planning.
Myanmar Strategic Purchasing 5: Continuous Learning and Problem SolvingHFG Project
This is the fifth in a series of briefs examining practical considerations in the design and implementation of a strategic purchasing pilot project among private general practitioners (GPs) in Myanmar. This pilot aims to start developing the important functions of, and provide valuable lessons around, contracting of health providers and purchasing that will contribute to the broader health financing agenda. More specifically, it is introducing a blended payment system that mixes capitation payments and performance-based incentives to reduce households’ out-of-pocket spending and incentivize providers to deliver an essential package of primary care services.
9Assessing Market Opportunities and Targeting Market Seg.docxfredharris32
9
Assessing Market
Opportunities and Targeting
Market Segments
Fuse/Thinkstock
The aim of marketing is to know and understand the customer so well
the product or service fits him and sells itself.
—Peter Drucker
Learning Objectives
After reading this chapter, you should be able to do the following:
• Delineate the importance of performing a market opportunity analysis, and explain the process of assess-
ing market opportunities.
• Identify the four activities involved in completing a market demand analysis, and discuss commonly used
bases for market segmentation.
• Explain the use of three methods for measuring market potential.
• Discuss the substeps of the market segmentation and target marketing phases and the steps involved in the
market segmentation process.
Section 9.1Market Opportunity Analysis
Introduction
This chapter focuses on the details of identifying market opportunities, evaluating these
opportunities, and then deciding whether to pursue an opportunity. The careful analysis of a
marketing opportunity not only helps the organization grow by pursuing feasible opportuni-
ties, it also helps the organization avoid the costly mistake of pursuing an opportunity that is
not really viable, or one for which the internal resources are insufficient for its sustainment
over the long run.
9.1 Market Opportunity Analysis
Market opportunity analysis is the process of defining the exact nature of the opportunities
available in an organization’s operating environment in terms of external, financial, and internal
considerations. Figure 9.1 presents an overview of this process in terms of the steps involved
in the analysis.
As this diagram depicts, opportunity analysis is a comprehensive analysis of all aspects of
an alternative before decisions are made to pursue it. The results of such an analysis put the
decision-maker in a position of having a strong database from which to choose among the
various alternatives present in the environment in line with financial and internal considerations
that are specified by management.
The analysis begins with a detailed study of the environment in which the proposed business
would operate. This includes not only the political, legal, economic, social, cultural, and tech-
nological environments, but also market size, growth trends, and consumers’ attitudes and
behavior. It also involves a study of current and potential competitors who may be going after
the same customers the organization proposes to attract. These factors are external to the
organization or person contemplating the new venture; therefore, a thorough analysis of these
factors requires a great deal of diligence. The analysis usually involves a substantial commit-
ment of time and money to collect the necessary information. The tools used in the opportu-
nity assessment process are illustrated in Figure 9.1.
If the environmental analysis indicates that these factors are favorable to the potential bus.
The Business Case for QualityDecision making in todays health car.docxanhcrowley
The Business Case for Quality
Decision making in today's health care organizations requires a continuous balancing act, often involving tradeoffs to meet various clinical and business needs. For decisions related to quality, it is especially important to be able to provide a sound rationale for the choices that are made.
To prepare for this Discussion:
Bring to mind a specific quality or safety challenge that might be encountered in a health care organization (choose a type of organization that is of particular interest to you).
Review the information presented in the Learning Resources, including the "Making the Business Case for Quality Management" section on pages 128–141 in Medical Quality Management.
Must use this artcile. I will post below.
Article: Leatherman, S., Berwick, D., Iles, D., Lewin, L. S., et al. (2003). The business case for quality: Case studies and an analysis. Health Affairs, 22(2), 17–30. Retrieved from the Walden Library databases. ( ARTICLE BELOW - MUST USE)
Consider how and why you would suggest an organization address this challenge. Examine the following considerations, as well as others that would inform your response:
What are the driving forces or most compelling reasons for addressing this challenge?
How might financial constraints impact this situation?
What other resources might be limited within the organization? How could these resource constraints influence this situation?
What role might pay-for-performance play?
How could the short- and long-term financial outcomes of this situation be assessed? How would the return on investment be determined?
Who are the key stakeholders that would need to be included or considered in this decision?
What are the expected benefits? What unanticipated consequences might occur?
Note: You may find it helpful to preview the Application Assignment and use this Discussion to inform your focus for that assignment.
Post by Day 4 a response to the following:
Identify the quality or safety challenge you are addressing in the first line of your posting.
Briefly describe the quality or safety challenge.
Explain how and why you would suggest an organization address this challenge. Present a succinct analysis of three or more business considerations that inform your response.
ARTICLE BELOW - MUST USE
The business case for quality: Case studies and an analysis
Leatherman, Sheila; Berwick, Donald; Iles, Debra; Lewin, Lawrence S; et al. Health Affairs22.2 (Mar/Apr 2003): 17-30.
Turn on hit highlighting for speaking browsers by selecting the Enter button
Abstract (summary)
Translate Abstract
The financial implications of implementing quality improvements are often poorly understood. This paper examines four cases - management of high-cost pharmaceuticals, diabetes management, smoking cessation, and wellness programs in the workplace - to understand the financial and clinical implications of improving care. I.
Patients Recruitment Forecast in Clinical TrialsCognizant
Inaccurate patient recruitment forecasts for clinical trials cost pharmaceuticals and medical device manufacturers a huge amount of resources each year. We offer descriptions and examples of applying stochastic and non-stochastic approaches to increase accuracy in this crucial stage of drug testing.
Success Factors and Failure Points in Metabolic Product Launches Report SummaryBest Practices
Biopharmaceutical companies invest large amount of resources to develop and launch new products for metabolic therapeutic areas. However, the complexity of a new metabolic product launch is compounded by the many pitfalls that are part of the market-entry landscape.
Best Practices
®, LLC undertook this research to showcase current and future risk levels for various pitfalls across critical launch fronts that can derail a new metabolic product. Pharmaceutical launch executives can use this study to better understand the potential pitfalls and stumbling blocks that they'll have to navigate as part of a new metabolic product entering the market.
Study Overview–-
This study explores the executive insights, best practices and lessons learned to avoid common pitfalls while launching a new metabolic product into market.
About the Benchmark Class -
Forty four executives from 38 leading companies including Abbott, Amgen, Baxter, Bayer, Eisai, GlaxoSmithKline, Merck, Novartis, and Roche participated in this study. Majority of the respondents were at vice president or director level.
Section 1: Study Background --
Reviews the study background, the research approach, methodology, participant demographics, the benchmark class and key findings.
Section 2: Topical chapters --
Outlines valuable insights and findings from the study that includes pitfalls & stumbling blocks, lessons learned and best practices and future changes. Pitfalls chapter reviews current and future risk levels for these metabolic launch factors: product shaping, market shaping, physician, patient, payer, internal and regulatory.
Genomics Solutions - Single Target to Whole Genome AnalysisCovance
With applied Genomics expertise, global co-location with Central Labs and solutions from biomarker discovery to CDx, our genomics solutions will help make your Precision Medicine drug development a reality.
Creating a Comprehensive Drug Development PlanCovance
This white paper provides an overview of creating an integrated drug development plan, overcoming common development challenges and devising strategies that increase the likelihood of delivering a new, approved medicine to patients.
International Pharmaceutical Industry: Feasibility Is Not (Anymore) A Plain S...KCR
Investigational Sites
The sole term ‘feasibility’ has multiple definitions in a clinical environment, leading to certain bias with all stakeholders involved, including pharma companies (sponsors) and all types of contract research organizations (CROs). The most common perception is related to a never-ending argument between pharma outsourcing departments and CRO commercial groups, with sponsors expecting CROs to run a (non-defined) feasibility study prior to proposal submission and CROs undertaking a series of schematic actions to create an impression of fulfilled expectation.
The importance of getting a Biotechnology launch right the first time and the difficulty of recovering from a slow sales trajectory suggest that there is a need to evolve the go-to-market approach to ensure launch success. Successfully bringing a product to market has been increasingly difficult as the U.S. Healthcare Market has evolved since implementation of the Affordable Care Act. Pricing has become more controlled - and value based - as healthcare costs have increased to an unsustainable level. Customers realize there is little product differentiation and the traditional Field Sales representative based go-to-market models are struggling to effectively communicate the value proposition to more demanding and informed customers and stakeholders. The results of our pre-launch survey are provided here along with recommendations for what Biotechnology companies can do to improve launch readiness.
Tricks of the Trade: Patient Recruitment & Retention for Different Study TypesImperial CRS
In efforts to raise the bar for medical advancement, clinical trials are growing increasingly complex. This complexity, more often than not, leads to costly delays in enrollment. In this ebook, we'll take a look at 4 case studies for different study types, and examine the unique factors to consider during planning.
Myanmar Strategic Purchasing 5: Continuous Learning and Problem SolvingHFG Project
This is the fifth in a series of briefs examining practical considerations in the design and implementation of a strategic purchasing pilot project among private general practitioners (GPs) in Myanmar. This pilot aims to start developing the important functions of, and provide valuable lessons around, contracting of health providers and purchasing that will contribute to the broader health financing agenda. More specifically, it is introducing a blended payment system that mixes capitation payments and performance-based incentives to reduce households’ out-of-pocket spending and incentivize providers to deliver an essential package of primary care services.
9Assessing Market Opportunities and Targeting Market Seg.docxfredharris32
9
Assessing Market
Opportunities and Targeting
Market Segments
Fuse/Thinkstock
The aim of marketing is to know and understand the customer so well
the product or service fits him and sells itself.
—Peter Drucker
Learning Objectives
After reading this chapter, you should be able to do the following:
• Delineate the importance of performing a market opportunity analysis, and explain the process of assess-
ing market opportunities.
• Identify the four activities involved in completing a market demand analysis, and discuss commonly used
bases for market segmentation.
• Explain the use of three methods for measuring market potential.
• Discuss the substeps of the market segmentation and target marketing phases and the steps involved in the
market segmentation process.
Section 9.1Market Opportunity Analysis
Introduction
This chapter focuses on the details of identifying market opportunities, evaluating these
opportunities, and then deciding whether to pursue an opportunity. The careful analysis of a
marketing opportunity not only helps the organization grow by pursuing feasible opportuni-
ties, it also helps the organization avoid the costly mistake of pursuing an opportunity that is
not really viable, or one for which the internal resources are insufficient for its sustainment
over the long run.
9.1 Market Opportunity Analysis
Market opportunity analysis is the process of defining the exact nature of the opportunities
available in an organization’s operating environment in terms of external, financial, and internal
considerations. Figure 9.1 presents an overview of this process in terms of the steps involved
in the analysis.
As this diagram depicts, opportunity analysis is a comprehensive analysis of all aspects of
an alternative before decisions are made to pursue it. The results of such an analysis put the
decision-maker in a position of having a strong database from which to choose among the
various alternatives present in the environment in line with financial and internal considerations
that are specified by management.
The analysis begins with a detailed study of the environment in which the proposed business
would operate. This includes not only the political, legal, economic, social, cultural, and tech-
nological environments, but also market size, growth trends, and consumers’ attitudes and
behavior. It also involves a study of current and potential competitors who may be going after
the same customers the organization proposes to attract. These factors are external to the
organization or person contemplating the new venture; therefore, a thorough analysis of these
factors requires a great deal of diligence. The analysis usually involves a substantial commit-
ment of time and money to collect the necessary information. The tools used in the opportu-
nity assessment process are illustrated in Figure 9.1.
If the environmental analysis indicates that these factors are favorable to the potential bus.
The Business Case for QualityDecision making in todays health car.docxanhcrowley
The Business Case for Quality
Decision making in today's health care organizations requires a continuous balancing act, often involving tradeoffs to meet various clinical and business needs. For decisions related to quality, it is especially important to be able to provide a sound rationale for the choices that are made.
To prepare for this Discussion:
Bring to mind a specific quality or safety challenge that might be encountered in a health care organization (choose a type of organization that is of particular interest to you).
Review the information presented in the Learning Resources, including the "Making the Business Case for Quality Management" section on pages 128–141 in Medical Quality Management.
Must use this artcile. I will post below.
Article: Leatherman, S., Berwick, D., Iles, D., Lewin, L. S., et al. (2003). The business case for quality: Case studies and an analysis. Health Affairs, 22(2), 17–30. Retrieved from the Walden Library databases. ( ARTICLE BELOW - MUST USE)
Consider how and why you would suggest an organization address this challenge. Examine the following considerations, as well as others that would inform your response:
What are the driving forces or most compelling reasons for addressing this challenge?
How might financial constraints impact this situation?
What other resources might be limited within the organization? How could these resource constraints influence this situation?
What role might pay-for-performance play?
How could the short- and long-term financial outcomes of this situation be assessed? How would the return on investment be determined?
Who are the key stakeholders that would need to be included or considered in this decision?
What are the expected benefits? What unanticipated consequences might occur?
Note: You may find it helpful to preview the Application Assignment and use this Discussion to inform your focus for that assignment.
Post by Day 4 a response to the following:
Identify the quality or safety challenge you are addressing in the first line of your posting.
Briefly describe the quality or safety challenge.
Explain how and why you would suggest an organization address this challenge. Present a succinct analysis of three or more business considerations that inform your response.
ARTICLE BELOW - MUST USE
The business case for quality: Case studies and an analysis
Leatherman, Sheila; Berwick, Donald; Iles, Debra; Lewin, Lawrence S; et al. Health Affairs22.2 (Mar/Apr 2003): 17-30.
Turn on hit highlighting for speaking browsers by selecting the Enter button
Abstract (summary)
Translate Abstract
The financial implications of implementing quality improvements are often poorly understood. This paper examines four cases - management of high-cost pharmaceuticals, diabetes management, smoking cessation, and wellness programs in the workplace - to understand the financial and clinical implications of improving care. I.
Patients Recruitment Forecast in Clinical TrialsCognizant
Inaccurate patient recruitment forecasts for clinical trials cost pharmaceuticals and medical device manufacturers a huge amount of resources each year. We offer descriptions and examples of applying stochastic and non-stochastic approaches to increase accuracy in this crucial stage of drug testing.
Success Factors and Failure Points in Metabolic Product Launches Report SummaryBest Practices
Biopharmaceutical companies invest large amount of resources to develop and launch new products for metabolic therapeutic areas. However, the complexity of a new metabolic product launch is compounded by the many pitfalls that are part of the market-entry landscape.
Best Practices
®, LLC undertook this research to showcase current and future risk levels for various pitfalls across critical launch fronts that can derail a new metabolic product. Pharmaceutical launch executives can use this study to better understand the potential pitfalls and stumbling blocks that they'll have to navigate as part of a new metabolic product entering the market.
Study Overview–-
This study explores the executive insights, best practices and lessons learned to avoid common pitfalls while launching a new metabolic product into market.
About the Benchmark Class -
Forty four executives from 38 leading companies including Abbott, Amgen, Baxter, Bayer, Eisai, GlaxoSmithKline, Merck, Novartis, and Roche participated in this study. Majority of the respondents were at vice president or director level.
Section 1: Study Background --
Reviews the study background, the research approach, methodology, participant demographics, the benchmark class and key findings.
Section 2: Topical chapters --
Outlines valuable insights and findings from the study that includes pitfalls & stumbling blocks, lessons learned and best practices and future changes. Pitfalls chapter reviews current and future risk levels for these metabolic launch factors: product shaping, market shaping, physician, patient, payer, internal and regulatory.
Genomics Solutions - Single Target to Whole Genome AnalysisCovance
With applied Genomics expertise, global co-location with Central Labs and solutions from biomarker discovery to CDx, our genomics solutions will help make your Precision Medicine drug development a reality.
Medical Device and Diagnostics Solutions for Every Stage of Your Product's De...Covance
Getting a medical device to the patient takes more than good technology in today's environment. Compelling evidence and convincing value proposition matter. Competing priorities and differing stakeholder definitions of value are driving the need for creative, connected strategies to get the most from each step in the development process. And - as evidence is gathered - it should be used to inform and iterate regulatory, reimbursement and clinical post-market strategies.
Pharmacovigilance Risk Management for BiosimilarsCovance
This paper focuses on pharmacovigilance (PV) and risk management for biosimilars, the issues and challenges faced in monitoring their safety and possible solutions.
Cell & Gene Therapy post-approval solutions to reduce scientific, regulatory and commercial risks, and accelerate development wherever you are in your product's development.
Cell & Gene Therapy enterprise development solutions to reduce scientific, regulatory and commercial risks, and accelerate development wherever you are in your product's development.
Cell & Gene Therapy Clinical Development SolutionsCovance
Cell & Gene Therapy clinical development solutions to reduce scientific, regulatory and commercial risks, and accelerate development wherever you are in your product's development.
Inhalation Technology - The Future of Effective Respiratory TreatmentsCovance
Nonclinical development channels: technical strategies, formulations and devices. Conventionally, inhaled drugs have been used to deliver medicines targeted at the most widespread respiratory diseases - specifically, chronic obstructive pulmonary disease (COPD) and asthma.
The Challenges Associated with Evaluating the Cost Benefit of Gene Therapies ...Covance
Despite the growing availability of approved gene therapies, decision-makers face significant challenges when evaluating pricing and reimbursement of these novel therapeutics. From determining cost-benefit ratios, setting out patient access criteria and designing reimbursement plans, this white paper explores some of the complex aspects of value assessment for gene therapies, and discusses results from a survey of key decision-makers across Germany, Sweden and the UK responsible for making pricing and reimbursement decisions.
Environmental Risk Assessment for Pharmaceutical DrugsCovance
Understanding the Evaluation and Implications of Findings to the Regulatory Review of Human Medicines in the Environment. Pharmaceutical drugs are intended for the treatment of human disease, therefore the risk of their environmental exposure in clinical use needs to be evaluated. Environmental risk assessment (ERA) is part of the requirements when applying for marketing approval in many geographic regions throughout the world.
Getting Investigators Onboard: Lab Preferences Make a Difference in Trial Par...Covance
Clinical trials are becoming increasingly complex and competitive, so attracting the best investigator sites to participate in a trial is a crucial step in meeting patient enrollment targets. Learn more about how investigator preference can help meet trial recruitment milestones.
Putting the Patient First: Launching a Comprehensive Patient-Centric ProgramCovance
Following a successful sponsor/CRO partnership in which Covance supported a large sponsor's reimbursement call center, a solid partnership had formed, founded on trust and a shared culture. The sponsor expanded this partnership with Covance with the desire to seamlessly transition another reimbursement support program from their current vendor. With the additional successful execution of this project, the sponsor selected Covance as their partner to consolidate all existing hub programs, build a tailored customer relationship management (CRM) tool and develop programs focused on the sponsor's specific needs and enhanced new therapeutic areas and markets.
Top 15 Pharma Gains an Edge in a Highly Competitive Specialty MarketCovance
Due to the complex nature of patient access and reimbursement process for specialty products, the client required a customized hub program to support multiple products, across several therapeutic areas. The unique intricacies of the initiative required a trusted strategic partner who could help advise, inform and support an innovative patient-centric program. In addition to possessing the right expertise and processes, the vendor needed to have a flexible technology platform that could be tailored to support the multiple brand requirements and deliver a seamless experience to various stakeholders including patients, healthcare professionals (HCPs) and specialty pharmacies.
Field Services: Providing On-Site, Field-Based Assistance to Support Customer...Covance
Ensuring access for patients can be complex and impacted by ever-changing factors that require an adaptable and responsive holistic solution to help provider and patients. Relying on a consultative approach, policy expertise and decades of experience, Covance Market Access deploys a variety of different filed-based teams that are tailored to meet your objectives and simplify access for your product.
Overcome the unique challenges of late-phase product development and generate the right data to support your products' objective. Products in late-phase development have complex needs and demands. Programs at this phase support new indications, value communication, adherence strategies, safety and efficacy and more.
Optimizing Each Patient's Product Access ExperienceCovance
Relying on a consultative approach, deep expertise and decades of experience, we work collaboratively with clients to deliver a successful product launch, program transition or program enhancement. Clients benefit from our market insights, strategic and unique approach and ability to continuously refine our processes.
Covance, in partnership with Oracle, offers a full-service, validated, private cloud, single-tenancy solution based on Argus technology, which enables faster and better safety decisions. This automated and integrated solution allows for easy scientific querying and analytics, which improves the quality and efficiency of safety operations. It also enhances compliance with E2B exchange for expedited and periodic reporting, allowing the organization to conduct global case processing, which can scale to tens of thousands of annual cases.
Plant Metabolism Studies: Options for Plant CultivationCovance
Regulators across the world are concerned with ensuring that any residues left in or on a crop after application of a plant protection product (PPP), present minimal risk to the health of humans and animals. To achieve this, regulators need information on the identity of the residues and the levels of residues remaining in or on a crop, in order to assess dietary risk and set maximum residue levels (MRLs). The testing approaches used are harmonized across most countries worldwide, focusing on the Organization for Economic Co-operation and Development (OECD) Test Guidelines (TGs) for pesticide residue chemistry. This e-book paper focuses on the laboratory-based plant cultivation methods that underlie the success of OECD crop metabolism studies, namely TG 501 and 502.
ESR spectroscopy in liquid food and beverages.pptxPRIYANKA PATEL
With increasing population, people need to rely on packaged food stuffs. Packaging of food materials requires the preservation of food. There are various methods for the treatment of food to preserve them and irradiation treatment of food is one of them. It is the most common and the most harmless method for the food preservation as it does not alter the necessary micronutrients of food materials. Although irradiated food doesn’t cause any harm to the human health but still the quality assessment of food is required to provide consumers with necessary information about the food. ESR spectroscopy is the most sophisticated way to investigate the quality of the food and the free radicals induced during the processing of the food. ESR spin trapping technique is useful for the detection of highly unstable radicals in the food. The antioxidant capability of liquid food and beverages in mainly performed by spin trapping technique.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
What is greenhouse gasses and how many gasses are there to affect the Earth.moosaasad1975
What are greenhouse gasses how they affect the earth and its environment what is the future of the environment and earth how the weather and the climate effects.
Toxic effects of heavy metals : Lead and Arsenicsanjana502982
Heavy metals are naturally occuring metallic chemical elements that have relatively high density, and are toxic at even low concentrations. All toxic metals are termed as heavy metals irrespective of their atomic mass and density, eg. arsenic, lead, mercury, cadmium, thallium, chromium, etc.
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxRASHMI M G
Abnormal or anomalous secondary growth in plants. It defines secondary growth as an increase in plant girth due to vascular cambium or cork cambium. Anomalous secondary growth does not follow the normal pattern of a single vascular cambium producing xylem internally and phloem externally.
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...University of Maribor
Slides from:
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Track: Artificial Intelligence
https://www.etran.rs/2024/en/home-english/
BREEDING METHODS FOR DISEASE RESISTANCE.pptxRASHMI M G
Plant breeding for disease resistance is a strategy to reduce crop losses caused by disease. Plants have an innate immune system that allows them to recognize pathogens and provide resistance. However, breeding for long-lasting resistance often involves combining multiple resistance genes
This presentation explores a brief idea about the structural and functional attributes of nucleotides, the structure and function of genetic materials along with the impact of UV rays and pH upon them.
1. MARKET ACCESS
IT’S ALL IN THE
TIMING
- US perspectives
COVANCE MARKET ACCESS
Experience Forward Thinking
2. Findings and discussion from a series of market
access symposia conducted across the US in 2017
3. 03
WHEN IS THE RIGHT TIME?
There is currently much discussion about the optimal timing of market access and health economic activities. The generation
of robust evidence and impactful messaging is crucial to maximizing reimbursement and uptake following launch and
throughout a product’s lifecycle. But to be best prepared for launch, when should key activities, such as stakeholder
engagement, modeling and value proposition development, begin? And is there currently a disconnect between when they
would ideally be started and when they begin in reality?
When asked to consider the timing of market access and health economic activities within their organizations, US healthcare
industry professionals1
reported a distinct trend toward these activities starting later in a product’s development than they
would consider ideal (Figure 1). The responses indicate that phases I and II are considered key stages to start activities – with
the ideal time for market access activities slightly earlier than that for health economic activities – but in many organizations
they start later than that, in phase III.
Figure 1. Real vs ideal timing of key activities
Preclinical Phase I Phase II Phase III Peri-launch
0
25
50
Respondents
(%)
Market access activities
Health economic activities
Preclinical Phase I Phase II Phase III Peri-launch
0
25
50
17
15
9
38
26
35 35
10
12
2
11
17
8
23
31
49
36
9
14
2
Respondents
(%)
When the activities currently begin
When activities should ideally begin
4. 04
WHAT ARE THE BARRIERS TO STARTING EARLY?
Although US healthcare industry professionals stated that the ideal time to start market access and health economic activities
was relatively early in a product’s development, this was not reflected in practice, which indicates the presence of barriers to
early initiation. When asked what they considered to be the greatest barrier in their organizations to starting market access
and health economic activities early, respondents reported a variety of obstacles (Figure 2). Lack of funding was the most
commonly cited challenge; however, this was closely followed by several other factors, suggesting that multiple barriers may
operate, potentially in interaction, to hinder early initiation of activities.
Figure 2. Perceived barriers to starting key activities early
Why start early?
It seems instinctive that considering market access early in a product’s development will be beneficial to its commercial
success. What opportunities might be realized with the additional time gained through starting market access activities
sooner?
14%
33%
17%
13%
21%
0 10 20 30 40 50
Conflicting
goals
Lack of
funding
Organizational
structure
Lack of
expertise
Other
Respondents (%)
Clinical trial design can take account of market access considerations, such as the potential positioning of a
product and the evidence requirements of market access decision makers.
Comprehensive landscape assessments can provide a solid understanding of the current therapy
area and how it might evolve in the years to launch. This can help shape the potential positioning of a product and
ensure there is a focus on generating evidence that will differentiate a product in a potentially crowded marketplace.
Early modeling allows for exploration of potential outcomes for a product, and different scenarios can be
considered to identify where the product’s value might lie. For example, ‘what if?’ scenarios can be compared to
prepare an organization for alternative outcomes that depend on clinical trial results.
Value proposition development is an important strategic activity for any product. By starting early,
various positioning scenarios and potential differentiation from competitors can be explored and tested with external
stakeholders. In turn, this can inform evidence-generation activities – for example, which outputs would be relevant
to calculate from a model, or which endpoints could be valuable for inclusion in a trial.
5. 05
Meaningful relationships can be built with key external stakeholders, such as
payers, clinicians and patients and their input can be sought to gain insight into perception
of unmet needs, attributes in a new product that will be considered valuable and evidence
necessary to support them and the potential response to a product’s messaging and
positioning.
External communications to prepare the market can begin before launch,
initiating a dialogue with decision makers and influencers before regulatory approval. To
maximize the impact of these communications, an understanding of product positioning is
important, for example, so areas of disease burden that the product is expected to address can
be highlighted.
By starting early, potential challenges for a product can be identified, allowing time
to take steps to address them. Early market access activities can also help evaluate the overall
business case for a product, providing insight into its commercial viability depending on trial
outcomes and offering the opportunity for informed stop/start decisions during development.
There is synergy between evidence-generation activities, stakeholder engagement, and value proposition
development (Figure 3). They can benefit from and inform each other, and by starting early this interplay
between key activities can be better facilitated than if activities only begin inPhase III and peri-launch
periods, where they typically run in parallel over short timelines.
Figure 3. Interplay between key market access activities
The potential interaction of these activities is complex. For example, Phase I and II clinical data can
feed into aspirational value messages. These, in turn, can form a basis for initial engagement with
key opinion leaders and payers to gauge their response to the messaging and the potential impact on
decision making. The results of this primary research can then inform evidence-generation activities
and message refinement. Repeated over the course of development, this interaction results in validated
evidence and messaging to support market access activities at launch.
EVIDENCE
GENERATION
Clinical
develoment program
Health economic and outcome
modeling
Literature review
and meta analysis
Real-world data
VALUE PROPOSITION
DEVELOPMENT
STAKEHOLDER
ENGAGEMENT
6. 06
CAN TIMING IMPACT MARKET ACCESS SUCCESS?
Although there appear to be many potential benefits of starting market access activities sooner, these will only be meaningful
if they have a tangible impact on a product’s success. Market access success might be measured in various ways, such as Food
& Drug Administration (FDA) approval, preferred formulary status, fast uptake or a large market share. Several measures
of success have a degree of subjectivity – for example, what constitutes fast uptake or a high price? However, one objective
measure of success is FDA approval and, with information on decision-making considerations available in the public domain,
this can provide insight into what influences success. By reviewing common reasons for non-approval of New Molecular
Entities (Figure 4), it is possible to identify factors that contribute to unfavorable decisions.
Figure 4. Common reasons for non-approval of New Molecular Entities, 2000–20122
What can be learned from this, and could starting market access activities sooner influence the factors that contribute to non-
approval? The FDA feedback highlights the importance of market access being considered in the early phases of development
and design of pivotal trials. This is critical in terms of the clinical evidence required by market access decision makers and
also the data available for economic and outcome modeling activities, which are of increasing importance in the US, owing to
the growing need to demonstrate product value. Crucially, clinical trial design is time sensitive – the right decisions need to
be made at critical stages of product development, as making changes later may incur high additional costs and significantly
impact timelines.
The feedback also emphasizes how the design of the clinical development program can benefit from synergy with other
activities, provided there is sufficient time. For example, stakeholders can provide insight into relevant comparators and
measures of effect to ensure that they are clinically relevant. Also, the value proposition can help focus on key areas of
differentiation and ensure the available evidence is best leveraged to support desired product positioning. Realistically,
activities must begin earlier than Phase III and the peri-launch phase to achieve all of these benefits.
DOSING CONCERNS
• Uncertainties around optimal dose to maximize efficacy
and to minimize safety risks
EFFICACY CONCERNS
• Study endpoints not reflective of clinically meaningful
effects
• Study population not reflective of patients who would use
product
• Inconsistent results when different endpoints tested
• Inconsistent results when different trials or study sites
compared
• Poor efficacy versus standard of care
REASONS FOR FDA NON-APPROVAL
SAFETY CONCERNS
• Missed or inadequate clinical or nonclinical
safety studies
• Failure to address theoretical safety risks raised
in animal studies
• Study population too small to characterize risks
7. 07
IS MARKET ACCESS SUCCESS GUARANTEED BY
STARTING ACTIVITIES EARLY?
When considering past product launches, would outcomes have been different if activities had been
started sooner? It is challenging to give a definitive answer, given the complexity of getting a product
to market and launching it successfully. Through the drug development process and associated market
access activities, there will always be challenges. Regardless of effort and planning, there is always the
risk that a drug may not perform as well as expected in a trial, and differentiation can be challenging in
crowded marketplaces. However, there are undoubtedly benefits to beginning activities sooner than they
are typically begun and, in particular, ensuring market access is a consideration throughout the clinical
development program. So, while starting market access activities early might not guarantee success,
it could improve the chances – and help reduce stress in the typically frantic time preceding product
launch.
1. Responses from 63 symposia attendees in several US locations (Boston, MA; Research Triangle Park, NC; San Diego, CA; San
Francisco, CA) who described their function within their healthcare organization to be Executive Management (37%), Market
Access (19%), Health Economics and Outcomes Research (6%), Regulatory (3%), Medical Affairs (8%) and Other (27%).
2. Taken from Sacks LV et al. JAMA 2014;311(4):378–84