Salesforce Compensation Plans Incorporating Multidimensional Sales Effort and Salesperson Efficiency

Sales force compensation models are often constrained by the assumption that salesperson effort is unidimensional. Some models have extended this scenario to multiple products but retain the single-effort assumption. In addition, salesperson efficiency has been ignored. As selling is clearly multidimensional, we present a formulation of an agency model (MIPAM) that incorporates multidimensional sales effort as well as salesperson efficiency. Using the model, we also show that under certain assumptions, we can build the second-order condition of the agent\u27s maximization into the principal-agent problem, instead of assuming it, as has been done in the past