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Table Figure 1 Revenue operations & AI

The salesforce control-blend matrix

Blend behavior, outcome, supervision, and incentives around what the selling context makes observable.

Design fieldIf it is visibleIf it is not visibleReview question
Selling behaviorActivities can be coached or auditedOutput is the only signalWhat work should management support?
OutcomeResult and horizon are declaredTiming and attribution are unclearWhich outcome is actually being protected?
Product complexityThe difficulty of the offer is explicitA complex sale is treated like a simple oneWhat can the seller reasonably control?
Market turbulenceConditions can change the workA historical plan becomes a permanent ruleWhich control needs faster review?
IncentivePay signal and calculation base are visibleCompensation carries the whole systemWhat behavior or outcome is being encouraged?
Support and supervisionCoaching, training, and expectations are recordedControl is confused with surveillanceWho helps the work improve?

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Reference & Evidence

Source: Author's diagnostic framework grounded in Cravens, Ingram, LaForge, and Young (1993) and de Oliveira Santini et al. (2019). The matrix is synthetic and does not prescribe a compensation plan.

Each line is a claim from the register this journal publishes against, resolved from the register at build time.

  • A The design, and it is a test of someone else's propositions: "the authors develop a conceptual model depicting relationships between salesforce control systems, characteris"tics, performance and effectiveness "as a framework for testing the propositions formulated by Anderson and Oliver (1987)", with "a study of 144 diverse sales organizations" Cravens, Ingram, LaForge & Young. (1993) · CLY93-C1
  • A The finding runs against the intuition: "the results imply a limited role for incen"tive compensation "in salesforce control systems" Cravens, Ingram, LaForge & Young. (1993) · CLY93-C2
  • A And what they call for instead: "they also suggest the need for a proper blend between field sales management and compensation control and identify important avenues for future research" Cravens, Ingram, LaForge & Young. (1993) · CLY93-C3
  • A "this paper conducts a meta-analysis based on 104 studies" of sales control systems de Oliveira Santini, Vieira, Ladeira & Sampaio. (2019) · OSV19-C1
  • A The named relationships are the paper's own list: "significant relationships between behaviour- and outcome-based control systems and the complexity of the products, bonuses, financial performance, sales innovation, organizational support and satisfaction with supervisors" de Oliveira Santini, Vieira, Ladeira & Sampaio. (2019) · OSV19-C2
  • A Each wins somewhere, and the paper says where: "behaviour-based control systems were the most effective mechanism in turbulent markets and for determining financial performance", while "outcome-based control systems were the most efficient instrument for complex products" de Oliveira Santini, Vieira, Ladeira & Sampaio. (2019) · OSV19-C3

Grades: A, verified against the printed page of the primary source · B, primary source, text layer only · C, authoritative secondary · D, reported.