Following previous insurance literature, we define outputs in the property-liability
insurance industry as losses incurred and total invested assets. The losses incurred
represent risk-pooling and risk-bearing functions, and total invested assets
reflect the output of the intermediation function. For the inputs, following Cummins
Because of the characteristics of businesses in the property-liability industry, we
combine both home office labor and agent labor in a single labor input