Why is theory-based data interpretation valuable in decision making?

Theory-based data interpretation provides a framework for understanding the underlying principles and relationships in the data, which helps in making more informed and structured decisions. It allows for a deeper understanding of the context and drivers behind the data, leading to more accurate predictions and better strategies. By grounding data interpretation in established theories, decision makers can have a more systematic approach that reduces biases and errors in decision making.