Estimates have been made using data from an instrumented pilot-scale bubble column of the volume fraction correction term over a range of local volume fractions (0.03-0.38) and mean bubble diameters (4-10 mm) for Bubble Size Distributions (BSDs) of varying 'broadness'. The value of this correction term was found to depend on both the mean bubble diameter and the dispersity of the BSD, not simply on the local volume fraction. Using the available experimental data, no hindered bubble rise was observed. The results from this study should assist in the development of more accurate predictive CFD models of bubble columns and other gas-liquid systems operated at high local volume fractions. (C) 2016 Elsevier Ltd. All rights reserved.