Data analysts use a _____ approach in order to identify, describe, and work out challenges or issues.

The problem-oriented approach is crucial for data analysts as it focuses specifically on identifying, describing, and addressing challenges or issues within data sets or business processes. This approach involves defining the problem clearly, gathering relevant data, and analyzing it to uncover insights that inform solutions.

By concentrating on the problem at hand, analysts can ensure that their efforts are targeted and relevant, which is essential for effective decision-making. This method facilitates a systematic investigation of issues, allowing for the identification of root causes and the development of data-driven strategies to resolve them.

Using a problem-oriented approach also aligns with the overall goals of data analysis, which are to provide actionable insights that can lead to improvements and enhancements in various areas. Such focused analysis enables analysts to present their findings in a way that directly addresses stakeholder concerns, thereby increasing the likelihood of adoption and implementation of the proposed solutions.