Which option will help address data limitations?

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Prepare for the UCF GEB4522 Data Driven Decision Making Final Exam. Use flashcards and multiple choice questions to study. Familiarize yourself with key concepts and methodologies to excel on the test!

The choice advocating for having others perform an independent evaluation of the data helps address data limitations by introducing an external perspective that can enhance reliability and validity. When an independent party reviews the data, they may identify biases, inconsistencies, or errors that the original data collectors might overlook. This process can provide a fresh analysis that critiques the methodology, identifies potential gaps in the data, and suggests ways to augment or rectify those limitations.

Furthermore, independent evaluations can also validate findings and contribute to a more comprehensive understanding by incorporating diverse viewpoints and expertise. This can significantly improve decision-making because it reassures stakeholders about the data's integrity and fosters confidence in the conclusions drawn from it.

Other options may not address data limitations as effectively. Collecting data for a specific time frame may lead to a limited view of trends and changes over time, which could overlook critical insights necessary for informed decisions. Providing detailed descriptions of data that one wants to acquire is important, but without addressing limitations in existing data, it does not directly resolve those issues. Relying solely on data from one source could introduce significant biases and limit the richness of the analysis, making it difficult to gain a well-rounded understanding of the situation at hand.