One central business activity that companies increasingly outsource is the information systems (IS) function. Previous research has shown that outsourcing of back-office IS generally has a positive effect on shareholder value of the outsourcing firm. Much less is known about the performance...

Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined by us as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated using public financial and...