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Updated: Mar 2, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
2015/2016 Quality Risk Management Benchmarking Survey
Kelly Waldron1, Emma Ramnarine2, Jeffrey Hartman3
1Dublin Institute of Technology and Valsource; kwaldron@valsource.com.
Abstract:
This paper investigates the concept of quality risk management (QRM) maturity as it applies to the pharmaceutical and biopharmaceutical industries, using the results and analysis from a QRM benchmarking survey conducted in 2015 and 2016. QRM maturity can be defined as the effectiveness and efficiency of a quality risk management program, moving beyond "check-the-box" compliance with guidelines such as ICH Q9 Quality Risk Management, to explore the value QRM brings to business and quality operations. While significant progress has been made towards full adoption of QRM principles and practices across industry, the full benefits of QRM have not yet been fully realized. The results of the QRM Benchmarking Survey indicate that the pharmaceutical and biopharmaceutical industries are approximately halfway along the journey towards full QRM maturity.LAY ABSTRACT: The management of risks associated with medicinal product quality and patient safety are an important focus for the pharmaceutical and biopharmaceutical industries. These risks are identified, analyzed, and controlled through a defined process called quality risk management (QRM), which seeks to protect the patient from potential quality-related risks. This paper summarizes the outcomes of a comprehensive survey of industry practitioners performed in 2015 and 2016 that aimed to benchmark the level of maturity with regard to the application of QRM. The survey results and subsequent analysis revealed that the pharmaceutical and biopharmaceutical industries have made significant progress in the management of quality risks over the last ten years, and they are roughly halfway towards reaching full maturity of QRM.
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