In this paper, an interpretation of the high-frequency crossover, observed for glass formers at temperature far above the glass transition, is described in terms of the large change in the heterogeneous character of the dynamics. For five prototypical glass formers, dielectric relaxation data spanning many decades were analyzed. Unlike the temperature behavior of the dielectric ͑structural͒ relaxation times ␣ , which deviate from a Vogel-Fulcher-Tamman ͑VFT͒ relationship, the non-cooperative relaxation times, 0 , calculated using the coupling model, are well described by a single VFT over the entire temperature range. Thus, the dynamic crossover evident in ␣ and other relaxation properties is suppressed for 0 . This result suggests that the crossover is a direct consequence of the strong increase in intermolecular cooperativity ͑many-body effects͒, which also causes the dynamics of the system to become heterogeneous and non-exponential. This interpretation is consistent with recent findings concerning the pressure and temperature dependence of the dynamic crossover. Finally, a possible relationship of 0 to thermodynamic properties of the glass former is discussed.