What is the recommended approach for coding documents to ensure the best results?

The recommended approach for coding documents to ensure the best results is to code every document as positive or negative. This method provides a clear and structured way to evaluate the relevance and significance of documents within a dataset. By categorizing every document, reviewers can ensure consistency and enhance the accuracy of the analysis. This binary classification simplifies the decision-making process, making it easier to identify trends, patterns, or key insights in the data.

Furthermore, consistently applying this coding approach helps improve the overall reliability of the dataset, as it allows for a common understanding among team members regarding the status of each document. All other methods may lead to ambiguity or incomplete data interpretation, thereby complicating subsequent analysis or review processes.