Why might analysts face challenges during the data collection phase?

Analysts often encounter challenges during the data collection phase due to restricted data access. In many cases, vital data required for analysis might be housed in secure databases or systems that have limited access permissions. This restriction can stem from various organizational policies, compliance regulations, or concerns regarding data privacy and security. Consequently, analysts can find it difficult to acquire the necessary data, which can hinder their ability to conduct thorough analyses and derive insights. Having restricted access can lead to gaps in the data that analysts are able to collect, impacting the overall quality and reliability of their findings.

While other factors such as team collaboration and the availability of data are important considerations, restricted access poses a more direct obstacle to acquiring the needed information to perform effective analysis. The simplicity of data formats generally does not impede the data collection phase, as simpler formats are typically easier to work with and may even facilitate the analysis process.