The increasing availability of big data is creating a shift in the clinical research landscape allowing for clinical research professionals to make intelligent, strategic decisions based on real-world evidence (RWE), which is derived from the aggregation and analysis of real-world data (RWD).
As the integrity, quality, and timelines of data collected improves, more and more clinical trials will continue to employ electronic media, such as smartphones and tablets, to collect patient-reported outcomes.
Patient enrolment is a common hurdle in clinical trials, and enrolment processes can consume up to 40% of the industry’s clinical trial budget and sponsors often struggle to identify the best sites and enrol the target number of patients. Leveraging RWD can improve enrolment in 3 ways:
- Through a protocol feasibility assessment, researchers can use RWD to estimate the size of the available patient population, given the inclusion/exclusion criteria.
- The criteria can be applied against de-identified patient data from providers’ EHR systems to determine eligible patients by provider, allowing sponsors to focus on sites that serve a population that aligns with the protocol criteria.
- The software can be programmed to alert physicians to suitable patients within their practices, thus giving providers the opportunity to consent and enrol prospective participants into the trial.
For sponsors to derive the full benefit of RWD, it is essential to use technology-enabled research applications and a fit-for-purpose RWE platform. The platform can serve as a foundation that can maximize return on investment by supporting:
- Assessment of intended product use
- Ad hoc analytics
- Long-term safety studies
- Virtual registries
- Patient profiles
- Treatment patterns
- Protocol feasibility
- Patient recruitment
- Comparative effectiveness
By adopting these strategies, sponsors can drive research efficacy, enhance a product’s value, provide evidence for targeted stakeholder engagement, and achieve key commercial objectives for their products. While some challenges exist – for instance, data sources remain fragmented and systems are diverse – sponsors should view RWE as an efficient and cost-effective tool to support the success of clinical trials. A new era is now emerging in which clinical practice and clinical research inform one another through RWE.
For more information on this topic, please contact us.
This blog is an edited version of “RWE Continues to shape the future clinical research landscapes” which appeared in PharmaVoice in June 2018. To view the full article, please visit https://www.pharmavoice.com/
Real World Data insights
ICON's real world data (RWD) continues to drive healthcare and research discussions and decisions. Stay up to date with the latest information that regulators, payers and providers demand.
In this section
-
Digital Disruption
-
Clinical strategies to optimise SaMD for treating mental health
-
Digital Disruption whitepaper
- AI and clinical trials
-
Clinical trial data anonymisation and data sharing
-
AI at ICON
-
Clinical Trial Tokenisation
-
Closing the evidence gap: The value of digital health technologies in supporting drug reimbursement decisions
-
Digital disruption in biopharma
-
Disruptive Innovation
- Remote Patient Monitoring
-
Personalising Digital Health
- Real World Data
-
The triad of trust: Navigating real-world healthcare data integration
-
Clinical strategies to optimise SaMD for treating mental health
-
Patient Centricity
-
Agile Clinical Monitoring
-
Capturing the voice of the patient in clinical trials
-
Charting the Managed Access Program Landscape
-
Developing Nurse-Centric Medical Communications
- Diversity and inclusion in clinical trials
-
Exploring the patient perspective from different angles
-
Patient safety and pharmacovigilance
-
A guide to safety data migrations
-
Taking safety reporting to the next level with automation
-
Outsourced Pharmacovigilance Affiliate Solution
-
The evolution of the Pharmacovigilance System Master File: Benefits, challenges, and opportunities
-
Sponsor and CRO pharmacovigilance and safety alliances
-
Understanding the Periodic Benefit-Risk Evaluation Report
-
A guide to safety data migrations
-
Patient voice survey
-
Patient Voice Survey - Decentralised and Hybrid Trials
-
Reimagining Patient-Centricity with the Internet of Medical Things (IoMT)
-
Using longitudinal qualitative research to capture the patient voice
-
Agile Clinical Monitoring
-
Regulatory Intelligence
-
An innovative approach to rare disease clinical development
- EU Clinical Trials Regulation
-
Using innovative tools and lean writing processes to accelerate regulatory document writing
-
Current overview of data sharing within clinical trial transparency
-
Global Agency Meetings: A collaborative approach to drug development
-
Keeping the end in mind: key considerations for creating plain language summaries
-
Navigating orphan drug development from early phase to marketing authorisation
-
Procedural and regulatory know-how for China biotechs in the EU
-
RACE for Children Act
-
Early engagement and regulatory considerations for biotech
-
Regulatory Intelligence Newsletter
-
Requirements & strategy considerations within clinical trial transparency
-
Spotlight on regulatory reforms in China
-
Demystifying EU CTR, MDR and IVDR
-
Transfer of marketing authorisation
-
An innovative approach to rare disease clinical development
-
Therapeutics insights
- Endocrine and Metabolic Disorders
- Cardiovascular
- Cell and Gene Therapies
- Central Nervous System
-
Glycomics
- Infectious Diseases
- NASH
- Oncology
- Paediatrics
-
Respiratory
-
Rare and orphan diseases
-
Advanced therapies for rare diseases
-
Cross-border enrollment of rare disease patients
-
Crossing the finish line: Why effective participation support strategy is critical to trial efficiency and success in rare diseases
-
Diversity, equity and inclusion in rare disease clinical trials
-
Identify and mitigate risks to rare disease clinical programmes
-
Leveraging historical data for use in rare disease trials
-
Natural history studies to improve drug development in rare diseases
-
Patient Centricity in Orphan Drug Development
-
The key to remarkable rare disease registries
-
Therapeutic spotlight: Precision medicine considerations in rare diseases
-
Advanced therapies for rare diseases
-
Transforming Trials
-
Accelerating biotech innovation from discovery to commercialisation
-
Ensuring the validity of clinical outcomes assessment (COA) data: The value of rater training
-
Linguistic validation of Clinical Outcomes Assessments
-
Optimising biotech funding
- Adaptive clinical trials
-
Best practices to increase engagement with medical and scientific poster content
-
Decentralised clinical trials
-
Biopharma perspective: the promise of decentralised models and diversity in clinical trials
-
Decentralised and Hybrid clinical trials
-
Practical considerations in transitioning to hybrid or decentralised clinical trials
-
Navigating the regulatory labyrinth of technology in decentralised clinical trials
-
Biopharma perspective: the promise of decentralised models and diversity in clinical trials
-
eCOA implementation
- Blended solutions insights
-
Implications of COVID-19 on statistical design and analyses of clinical studies
-
Improving pharma R&D efficiency
-
Increasing Complexity and Declining ROI in Drug Development
-
Innovation in Clinical Trial Methodologies
- Partnership insights
-
Risk Based Quality Management
-
Transforming the R&D Model to Sustain Growth
-
Accelerating biotech innovation from discovery to commercialisation
-
Value Based Healthcare
-
Strategies for commercialising oncology treatments for young adults
-
US payers and PROs
-
Accelerated early clinical manufacturing
-
Cardiovascular Medical Devices
-
CMS Part D Price Negotiations: Is your drug on the list?
-
COVID-19 navigating global market access
-
Ensuring scientific rigor in external control arms
-
Evidence Synthesis: A solution to sparse evidence, heterogeneous studies, and disconnected networks
-
Global Outcomes Benchmarking
-
Health technology assessment
-
Perspectives from US payers
-
ICER’s impact on payer decision making
-
Making Sense of the Biosimilars Market
-
Medical communications in early phase product development
-
Navigating the Challenges and Opportunities of Value Based Healthcare
-
Payer Reliance on ICER and Perceptions on Value Based Pricing
-
Payers Perspectives on Digital Therapeutics
-
Precision Medicine
-
RWE Generation Cross Sectional Studies and Medical Chart Review
-
Survey results: How to engage healthcare decision-makers
-
The affordability hurdle for gene therapies
-
The Role of ICER as an HTA Organisation
-
Strategies for commercialising oncology treatments for young adults
-
Blog
-
Videos
-
Webinar Channel