Digital signage performance is often discussed in terms of data. Playback logs and system metrics provide useful insight.In real environments, human response shapes outcomes. A screen can be active, still be ignored.Understanding this gap supports better planning. when content fits attention patterns.Limits of data-driven evaluationLogs confirm del