Calculating a percentage change is more useful than calculating the change in mass alone in an investigation because it normalizes the data, making it easier to compare and interpret results across different experiments or samples. This normalization accounts for variations in the initial mass, enabling a standardized assessment of the relative impact of a factor, like sucrose concentration, on mass change.