The Importance of Good Data

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The Importance of Good Data

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In Episode 4, Scott McLean, Christina List, Tenille Goodman and Kevin O'Rourke discuss the role data quality plays in successful transparency reporting programs. The conversation explores where data quality issues typically begin, why reporting challenges often originate long before reports are submitted and how organizations can improve accountability across the people, processes and systems involved in data collection. From attendee data and vendor master records to cross-functional ownership and pre-commercial planning, the group shares practical examples of common reporting challenges and discusses what organizations can do to build stronger processes before issues surface. The discussion also highlights an important theme: transparency reporting is not owned by compliance alone. Strong reporting outcomes depend on collaboration across the business and a shared commitment to data quality from the point of data entry through final submission. We hope you enjoy! 00:00 - Introduction 01:04 - Where Data Quality Issues Begin 05:23 - Why Transparency Reporting Cannot Be Owned by Compliance Alone 07:36 - Data Generators, Data Consumers and Organizational Accountability 15:13 - Common Data Quality Challenges 17:52 - Attendee Data, Vendor Records and Manual Entry Risks 25:49 - Building Better Processes and Controls 28:34 - Attestations, Accountability and Cross-Functional Ownership 33:05 - Preparing for Transparency Reporting Before Commercialization 37:03 - Global Reporting Considerations and Closing Thoughts Connect with Our Speakers Scott McLean Executive Director, Sales https://www.linkedin.com/in/scottmmclean/ Christina List Director — Global Regulations and Report Development https://www.linkedin.com/in/cristina-list/ Tenille Goodman Compliance Advisor https://www.linkedin.com/in/tenille-goodman-ab39222/ Kevin O'Rourke Senior Account Executive[RF2.1] https://www.linkedin.com/in/kevin-o-rourke92/ About MedPro Systems We help Life Sciences and Healthcare companies drive better health outcomes by navigating complexity throughout their compliance and commercial operations. With tailored data, solutions and service, our nimble, dedicated team of industry veterans simplify every step of the journey, helping our customers move forward with confidence and precision. Learn More about MedPro Systems: MedProSystems.com

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