Here are a few ways you can drive your RWE 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 RWE in drug approvals and other decision-making processes.

• Evidence Synthesis:
  • Systematic reviews and meta-analyses of RWE studies.
• Market Access and Health Economics:
  • Health technology assessments using RWE.
  • Develop value dossiers, budget impact models, and cost-effectiveness analyses based on RWE to support pricing and reimbursement negotiations.
• Communications and Publications:
  • Develop posters, abstracts, plain language summaries, manuscripts, white papers, and other publications to disseminate RWE findings.
  • Communicate RWE 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.