All studies find establishment size to be a significant determinant of unionization, but the significance of other covariates differs between studies depending on the data set and the year analyzed and on the econometric specification used (see Windolf/Haas 1989; Lorenz/Wagner 1991; Fitzenberger et al. 1999; Goerke/Pannenberg 2004; Schnabel/Wagner 2005).