Here are a few ways you can drive your real world evidence plans, keeping it real with our consultants.
- Data Collection and Management:
- Identification and sourcing of appropriate real-world data (e.g., electronic health records, claims data, registries).
- Data cleaning, processing, and integration to ensure it’s usable for research purposes.
- Study Design and Methodology:
- Design observational studies, retrospective cohort studies, case-control studies, and pragmatic trials using real-world data.
- Propensity score matching, stratification, and other statistical techniques to address potential confounding in observational studies.
- Data Analytics and Statistical Analysis:
- Employ advanced statistical and data science techniques to derive meaningful insights from large datasets.
- Predictive modeling, survival analysis, and other advanced techniques tailored to the unique nature of real-world data.
- Regulatory and Compliance Support:
- Navigate the regulatory landscape surrounding the use of real world evidence in drug approvals and other decision-making processes.
- Evidence Synthesis:
- Systematic reviews and meta-analyses of real world evidence studies.
- Market Access and Health Economics:
- Health technology assessments using real world evidence.
- Develop value dossiers, budget impact models, and cost-effectiveness analyses based on real world evidence to support pricing and reimbursement negotiations.
- Communications and Publications:
- Develop posters, abstracts, plain language summaries, manuscripts, white papers, and other publications to disseminate real world evidence findings.
- Communicate real world evidence findings to different stakeholders, including payers, providers, and patients.
- Technology and Software Solutions:
- Implement data platforms and tools specifically tailored for RWE research.
- Provide support for advanced analytical platforms, AI tools, and other cutting-edge technologies to better derive insights from real-world data.