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Advantages and Challenges of Data Sharing in Fatigue Risk Management Systems

Data sharing in Fatigue Risk Management Systems (FRMS) can significantly enhance both safety and operational efficiency. The advantages include reduced demands on crew members and lower costs for companies, along with resources to advance fatigue science and mathematical models. However, challenges such as accurate fatigue monitoring, trust in data usage, distinguishing between unintentional errors and deliberate violations, ethics review, data protection, and quality assurance must be addressed. Effective data analysis and interpretation are crucial for successful implementation.

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Advantages and Challenges of Data Sharing in Fatigue Risk Management Systems

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  1. Data Sharing in FRMS Advantages • Reduced demands on crewmembers • Reduced cost to companies • Resource to improve fatigue science, mathematical models Challenges • Fatigue monitoring – both on-duty time and off-duty time • Trust – that data will be used for stated safety purposes • Unintentional error versus deliberate violation • Independent ethics review? • Data protection • Individual, company level • Quality Assurance • Database merging • Data analysis • Data interpretation

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