RWE & Big Data Realization
The biggest challenge in using RWE for a wide range of applications is the heterogeneity and uneven quality of various real-world data (RWD) sources. Curation, harmonization, and integration of unstructured data sets are the critical need of the hour.
Excelra’s expert curators use a techno-human approach to unlock tremendous value by converting messy real-world data streams into analysis-ready regulatory-grade datasets. We create custom workflows to codify elements like adverse events, disease staging/progression, and other medical concepts based on client objectives.
REALIZING THE TRUE VALUE OF REAL WORLD DATA
Excelra’s data scientists are adept at merging data from various sources as per client’s strategic initiatives, and the related need for a high or low evidentiary bar. FDA recommended data transparency guidelines are followed for good quality assessments and reducing uncertainty; this ensures the RWE produced is fit for informing coverage and formulary decisions.
Excelra’s expert curators unlock tremendous value by converting ‘messy’ real-world data streams into analysis-ready regulatory-grade datasets. We create custom workflows and can embed analytical solutions and algorithms to understand disease progression, patient journeys, real world effectiveness, burden of illness, adherence/persistence/switching, variation in outcomes by sub-group analyses, and other value-based concepts as per client objectives.
Enhancing the patient’s voice for better outcomes and value communication through Social Media Analytics
A colossal amount of data from healthcare communication is being added daily throughout the world on various social platforms. Patients, patient advocacy groups, providers, influencers, caregivers, thought-leaders, and industry experts are constantly adding to the one-way dissipation of information in addition to the two-way interactive information exchange.
These healthcare conversations from patient forums and social media platforms can be tapped to provide unique insights for understanding not just the metadata variables but also the key topics of concern, healthcare trends, patient sentiment, author perspective, and unmet needs. Excelra empowers our partners to aid patient-centric research by providing inputs for planning clinical trials and for creating more meaningful patient engagement programs.