Data collection should be systematic and thorough. Auditors should use a combination of direct observations, interviews with staff, and review of documentation. Advanced analytical tools, such as spectroscopy and chromatography, can provide valuable insights into catalyst performance. The collected data should be analyzed to identify trends, anomalies, and areas for improvement.