Lost income calculation expert witnesses analyze past and projected earnings to quantify wage loss, diminished earning capacity, and business interruption. Often trained in economics, finance, accounting, or vocational rehabilitation, they evaluate employment records, market data, and industry standards to produce defensible damage assessments.