Data integrity refers to the accuracy, completeness, and consistency of data over its entire lifecycle. Data integrity is crucial for any organization as it ensures that the data they rely on to make decisions is trustworthy and reliable. This topic discuss the importance of data integrity in regulated industries, such as pharmaceuticals and medical devices.
Human error can have a significant impact on data integrity. For example, data entry errors, such as mistyping a number or letter, can cause data to be inaccurate. Additionally, mistakes made during data processing or analysis, such as applying the wrong formula or method, can lead to incorrect results. To ensure data integrity, it is important to implement controls that minimize the risk of human error.
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Ginette M CollazoOrganizational Psychologist, Ginette M Collazo Inc
Ginette Collazo, Ph. D. is an Industrial-Organizational Psychologist with more than 20 years of experience specializing in Engineering Psychology and Human Reliability. These disciplines study the interaction between human behavior and productivity. She has held positions leading Training and Human Reliability programs in the Pharmaceutical and Medical Device Manufacturing Industry.
In 2009, Dr. Collazo established Human Error Solutions (HES), a US-based boutique consulting firm. She has positioned herself as one of the few Human Error Reduction Experts worldwide. HES, led by Dr. Collazo, developed a unique methodology for human error investigations, cause determination, CA-PA development, and effectiveness implemented and proven amongst different industries globally. Furthermore, this scientific method has been applied in critical quality situations and workplace accidents. As a GMP expert also has a Keynote Speaker at significant events around the world.
Ginette Collazo, Ph. D., is the author of several books, “Human Error: Root Cause Determination Model” and “Mission Matters: World Leading Entrepreneurs Reveal their Top Tips to Success.”
Also, she is the host of The Power of Why Podcast. A show about human behavior in the workplace and critical thinking.
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