Detailed Explanation
Intent-to-treat analysis represents the gold standard primary analysis approach for randomized controlled trials because it preserves the benefits of randomization and reflects real-world treatment effectiveness. By analyzing participants according to their randomized assignment rather than their actual treatment experience, ITT maintains the baseline comparability between groups established through randomization. This approach prevents the introduction of selection bias that could occur if participants were analyzed based on post-randomization characteristics or behaviors.