Figure 3From “Revenue management versus dynamic pricing”
Dynamic pricing, capacity control, or revenue management?
Use the scarce resource and the control variable to distinguish a price change from an allocation problem.
Figure 3Dynamic pricing, capacity control, or revenue management?
| Synthetic problem object | What is scarce? | Primary control | Time boundary | Evidence needed before naming it |
|---|---|---|---|---|
| Segment price revision | Price flexibility or willingness to pay is being tested; no capacity constraint is declared. | Price | Review period, not necessarily a finite resource horizon | Demand response, customer terms, objective, and experiment or review design. |
| Fixed-price reservation queue | Acceptance slots or service capacity are limited. | Acceptance and priority | Booking or service horizon | Remaining capacity, request class, service promise, and rejection or deferral rule. |
| Multiproduct constrained resource | Several products consume one scarce resource. | Price, acceptance, or both | Finite allocation horizon | Resource units, product consumption, demand state, cross-effects, and outcome. |
| B2B targeted quote policy | Buyer state and quote response are being modeled; capacity may or may not bind. | Price and relationship treatment | Observation and decision window | Transaction history, price endogeneity, state definition, and model counterfactual label. |
| Capacity model with no price movement | Price is fixed, but the system protects capacity by selecting requests. | Capacity control | Finite horizon | Acceptance rule, capacity balance, request value, and service consequences. |
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Source: Author's diagnostic framework. Rows are synthetic problem descriptions built from the source distinctions; they are not industry cases, company data, or performance claims.
Source and evidence
Each line names a claim related to this exhibit, its source, and how it was checked.
- A MM06-C1 The model, verbatim: "a firm that owns a fixed capacity of a resource that is consumed in the production or delivery of multiple products"maglaras-meissner-2006-dynamic-pricing-revenue-management
- A MM06-C2 Two variants, not one: "We consider two well-studied variants of this problem." Price-setting under market power and capacity control at fixed prices are distinct variantsmaglaras-meissner-2006-dynamic-pricing-revenue-management
- A MM06-C3 The reduction is the contribution: both problems reduce to a formulation "in which the firm controls the aggregate rate at which all products jointly consume resource capacity"maglaras-meissner-2006-dynamic-pricing-revenue-management
- A ZNA14-C1 Two latent states, named in the paper: "a “vigilant” state that is characterized by heightened price sensitivity and a cautious approach to ordering and a “relaxed” state with purchase behaviors that are consistent with high relational trust", and "the seller's pricing decisions can transition buyers between these two states". One industrial-consumables retailer, longitudinal transactionszhang-netzer-ansari-2014-dynamic-targeted-pricing
Grades: A, verified against the printed page of the primary source · B, primary source, text layer only · C, authoritative secondary · D, reported.
From the essay
Pricing & revenue architecture
Revenue management versus dynamic pricing
Revenue management allocates scarce capacity over time; dynamic pricing is one control alongside acceptance and allocation when demand competes.
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Revenue management versus dynamic pricing
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