Transparency in data collection, analysis, and reporting is essential for maintaining trust in epidemiological research. It allows other researchers to replicate studies and verify findings, thereby enhancing the credibility of the research. Transparency also helps identify any potential conflicts of interest or biases that may affect the study's outcomes.