The relationship between a nitrogen (N)‐related hole trap and the density of ionized acceptors (NA) in p‐type GaAsN grown by chemical beam epitaxy (CBE) is investigated using deep level transient spectroscopy and temperature dependence of the junction capacitance. As results, NA at room temperature is found to be in linear dependence with N concentration. Further, a N‐dependent sigmoid increase of the junction capacitance in a specific range of temperature, between 70 and 100 K, is observed. Such behavior is explained by the thermal ionization of a N‐related like‐acceptor hole trap; located at approximately 0.15 eV above the valence band maximum of GaAsN. The density of this trap determines in great part the magnitude of NA and causes the high background doping in unintentionally doped p‐type GaAsN grown by CBE. (© 2011 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)