Conclusion: The extent to which knowledge production is influenced by methodologies is significant, as they serve as systematic approaches guiding the entire process, ensuring logical and rigorous frameworks. However, human subjectivity, biases, and cultural influences can introduce variations and impact the final understanding, occasionally independently of the chosen methodologies.