Tag: regulatory science

External Controls & Synthetic Arms in Practice: Step-by-Step Guide for Real-World Researchers

November 23, 2025November 18, 2025 digi

External Controls & Synthetic Arms in Practice: Step-by-Step Guide for Real-World Researchers The utilization of external controls and synthetic arms in clinical trials has gained prominence in recent years. With the evolution of real-world evidence (RWE), researchers are increasingly examining how external controls can complement traditional clinical trial designs. This article provides a comprehensive, step-by-step…

External Controls & Synthetic Arms

Common Biases in External Controls & Synthetic Arms—and How to Correct Them

November 23, 2025November 18, 2025 digi

Common Biases in External Controls & Synthetic Arms—and How to Correct Them Common Biases in External Controls & Synthetic Arms—and How to Correct Them In the evolving landscape of clinical research, particularly within the realm of real-world evidence (RWE) and observational studies, the use of external controls and synthetic arms has gained significant traction. These…

External Controls & Synthetic Arms

Aligning External Controls & Synthetic Arms With Regulatory and HTA Expectations

November 23, 2025November 18, 2025 digi

Aligning External Controls & Synthetic Arms With Regulatory and HTA Expectations In recent years, the integration of external controls and synthetic arms in clinical trials has gained prominence as researchers aim to enhance their studies through real-world evidence (RWE). This article presents a practical guide for clinical trial professionals aiming to align these methodologies with…

External Controls & Synthetic Arms

Governance, Ethics and Compliance Considerations for Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

Governance, Ethics and Compliance Considerations for Causal Inference & Bias Mitigation Governance, Ethics and Compliance Considerations for Causal Inference & Bias Mitigation In the landscape of clinical research, particularly in real-world evidence and observational studies, understanding governance, ethics, and compliance is pivotal. This comprehensive guide delves into the critical aspects of conducting clinical trials, particularly…

Causal Inference & Bias Mitigation

Statistical Approaches to Strengthen Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

Statistical Approaches to Strengthen Causal Inference & Bias Mitigation Statistical Approaches to Strengthen Causal Inference & Bias Mitigation In the rapidly evolving landscape of clinical research, the importance of causal inference and bias mitigation in observational studies is paramount. Clinical trials face immense scrutiny from regulatory bodies, necessitating sophisticated methodologies to establish robust evidence for…

Causal Inference & Bias Mitigation

Operationalizing Causal Inference & Bias Mitigation Across Global Programs

November 23, 2025November 18, 2025 digi

Operationalizing Causal Inference & Bias Mitigation Across Global Programs Operationalizing Causal Inference & Bias Mitigation Across Global Programs Introduction to Causal Inference in Clinical Trials Causal inference is a critical component in the realm of clinical trials, especially in the context of real-world evidence (RWE) and observational research. It is the process that determines whether…

Causal Inference & Bias Mitigation

How AI and Automation Are Transforming Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

How AI and Automation Are Transforming Causal Inference & Bias Mitigation The intersection of artificial intelligence (AI) and automation with clinical research is reshaping how clinical trials are designed, executed, and analyzed. As regulatory agencies evolve their frameworks to accommodate these innovations, the implications for causal inference and bias mitigation have become more pronounced. This…

Causal Inference & Bias Mitigation

Future Trends: Real-World, Digital and Hybrid Evidence in Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

Future Trends: Real-World, Digital and Hybrid Evidence in Causal Inference & Bias Mitigation Future Trends: Real-World, Digital and Hybrid Evidence in Causal Inference & Bias Mitigation The landscape of clinical research is rapidly evolving with the integration of real-world evidence (RWE) into traditional frameworks. This article provides a comprehensive tutorial guide to understanding how real-world,…

Causal Inference & Bias Mitigation

Digital Tools and Data Pipelines to Strengthen Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

Digital Tools and Data Pipelines to Strengthen Causal Inference & Bias Mitigation Digital Tools and Data Pipelines to Strengthen Causal Inference & Bias Mitigation In the ever-evolving landscape of clinical research, the emphasis on real-world evidence (RWE) and observational studies has become increasingly crucial. This article provides a comprehensive guide on how digital tools and…

Causal Inference & Bias Mitigation

KRIs, KPIs and Quality Metrics to Improve Causal Inference & Bias Mitigation

November 23, 2025November 18, 2025 digi

KRIs, KPIs and Quality Metrics to Improve Causal Inference & Bias Mitigation KRIs, KPIs and Quality Metrics to Improve Causal Inference & Bias Mitigation Introduction to KRIs, KPIs, and Quality Metrics in Clinical Trials Clinical trials are essential for evaluating the safety and efficacy of new therapeutic interventions. As clinical trials evolve, particularly in the…

Causal Inference & Bias Mitigation