Glossary
Terms that are often misused carry a note on what they are not and how they get misapplied.
- Optimal Deployment Science (ODS)
- The open framework defined on this site. It mandates no delivery model and no deployment model.
- The Optimal Deployment Score (the Score)
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The headline metric: the readiness and response metrics of the five subsystems, rolled into one number (Measurement & the Score). The operational response times are reported beside it.
- Not: an outcome measure, a producer ranking, or a compliance certificate.
- Misapplication: optimizing the Score instead of the system it summarizes.
- Transfer of care / return to service
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The two single-owner clocks that time at the hospital splits into at the transfer of care, for which the nurse signature may be used as a surrogate: transfer of care (at destination until care is transferred; definitive care's metric) and return to service (transfer of care to crew available; patient transport's metric). See Measurement & the Score.
- Not: one shared at-hospital number jointly blamed on both parties.
- Misapplication: publishing a single at-hospital duration and letting each side point at the other.
- Mobilizing
- The interval from a unit being dispatched to its being en route. The fire service calls it turnout and private EMS calls it out-of-chute.
- What travels together (the ownership rule)
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Unit-hour procurement, the deployment plan, response-time accountability, and billing are held by a single body, the procuring entity. The four always live in patient transport; which body is the procuring entity is the model choice (System Structure).
- Not: a prescription of which body. Every delivery model can satisfy the rule.
- Misapplication: splitting the four across bodies and expecting incentives to survive.
- Readiness
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See the definition in Foundations.
- Not: the number of trucks owned, or units on a roster.
- Misapplication: treating readiness as a fixed asset rather than a per-hour, per-place quantity that expires.
- Response
- The collection of activities associated with a specific request for services, from the moment the request is received until the responders are available again (Foundations).
- Unit hour
- One unit, qualified personnel with serviceable equipment and supplies, properly deployed for one hour. The unit in which readiness is counted and bought.
- Activated / serviceable / utilized / excessive task time / out of service / lost unit hours
- See the definitions in Measurement & the Score.
- Unit hour utilization (UHU)
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An output ratio of workload to unit hours produced. ODS does not use it as a measure of performance. It is unactionable (an output, not a lever), no link to performance has been demonstrated, however it is computed, it is routinely misreported as a bounded percent though it can exceed 1.0, and it does not compare across systems. The causal, actionable signal it is mistaken for is concurrency.
- Not: an efficiency target, a performance indicator, or a percent.
- Misapplication: using UHU to judge how well a system performs.
- Concurrency
- How often calls and unit commitments overlap in time. Measured with time-series analytics, concurrency is a causal, actionable signal: it is what produces the curve for the marginal utility of unit hours in Production Analysis that sets optimal production.
- Marginal utility of unit hours
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The diminishing gain in response compliance from each added unit hour, derived from time-series analysis of concurrency; used in Production Analysis to find optimal production against a chosen standard.
- Not: a retrospective grade and not a mandate to cut to the last profitable hour. It shows what a standard requires in unit hours. It does not set the standard and it does not capture demand above what is expected.
- Cost benefit analysis
- Step 5 of the cost benefit method: the expense track and the revenue track meet in one analysis, which says whether the system as scoped can be sustained (Financial Sustainability).
- Fractile (percentile) response standard
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A standard stated as "X% of responses within N minutes." The PUM's reform on the average, but it has its own blind spot: it treats every non-compliant call the same (a miss by one second and by an hour score identically) and buries the tail. ODS uses it as one tool in a battery, never as the sole truth.
- Misapplication: reporting a lone fractile as "the" performance and treating everything inside the compliant bucket as equal.
- Statistical rigor (battery of tools)
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ODS's measurement stance: report each metric with a standardized battery of appropriate statistics (minimum, maximum, mean, standard deviation, fractile, the full distribution) matched to the community's values and needs, against well-calibrated benchmarks, rather than a single favored summary statistic. An average needs its standard deviation; a fractile needs its histogram. Statistical rigor and benchmark calibration are each their own discipline. Benchmark anchors come from the system's own chosen plan (rubric → financial sustainability → deployment plan). NFPA and NEMSQA are sources for metric definitions, never for anchor values.
- Not: a preference for any one statistic.
- Misapplication: reducing a metric to one number and calling it the truth, or anchoring a benchmark to an inherited external threshold rather than the plan the community chose and funded.
- Clinical response time
- The time from the onset of symptoms or injury to the first meaningful clinical intervention. No single party controls it: the public, communications, and the responders each hold part of it.
- Operational response time
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The time from the request being initialized to a unit arriving on scene. There are two, first response time and transport response time. Operational response time is not clinical. Measured against a response-time standard, which is a matrix of allotments by call priority and area density, not a single number. In the framework it is an input, not the system's verdict: the axis of the marginal utility curve that prices a chosen standard (Financial Sustainability; Measurement & the Score).
- Not: a producer metric (it is jointly produced and belongs to the procuring entity, which holds the deployment plan) and not the grade of the system. It spans more than one subsystem. Its intervals are scored in the subsystems that own them and the whole clock is reported beside the score.
- Misapplication: charging the producer for a number it does not control, or treating an inherited threshold as the verdict on the system.
- Scope of control
- The principle that accountability follows control: a party is accountable only for what it controls. The accountability rule (Measurement).
- Procuring entity
- See the definition in System Structure.
- Regulator
- See the definition in System Structure.
- Producer
- See the definition in System Structure.
- Delivery model
- Who delivers the service: fire-based, private under an exclusive contract, third-service, hospital-based, volunteer or combination, or public procurement. ODS mandates none of them (System Structure).
- Deployment model
- How units are scheduled and positioned: dynamic posting, constant staffing, fixed stations and crews, hospital hub-and-spoke, volunteers at home, and hybrids. ODS supports any deployment model the cost benefit analysis supports (The Deployment Plan).
- Alliance model
- Public procurement with one producer: a public body is the procuring entity and buys unit hours from a single producer under an exclusive arrangement (System Structure).
- Readiness market
- Public procurement with any combination of producers: the procuring entity buys unit hours at an agreed price, holds the deployment plan, and bills for the transports. It is the economic model ODS encourages and it is optional (The Readiness Market).
- Subsystem
- One of ODS's structural divisions of an emergency system (public, communications, first response, patient transport, and definitive care, with a cross-cutting layer). ODS's own decomposition, not an external standard.
- Value chain
- The adapted Porter chain ODS applies inside each subsystem to place activities. Operations is readiness and response; outbound logistics has no counterpart, because readiness has no shelf life.
- Integration / fragmentation
- Integration is how much of the patient's path sits under unified control: unified medical direction, a unified deployment plan, and unified accountability. Fragmentation is its absence. A system with many producers can be integrated and a system with one producer can be fragmented.
- Public Utility Model (PUM)
- A system design set out by Jack Stout in the 1980s: a public authority owns the ambulances, equipment, and supplies, bills the patients, and selects a single contractor competitively to produce the service in an exclusive operating area. See Public Utility Model (PUM) and System Status Management (SSM).
- System Status Management (SSM)
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A dynamic, demand-following deployment technique: moving units continuously to shadow expected demand. ODS supports it as one valid deployment model among several and mandates none of them. The model is chosen on the values of those charged to deliver care and bounded by the cost benefit analysis, with demand as an input rather than the master of the schedule. See the Deployment Plan. See Public Utility Model (PUM) and System Status Management (SSM).
- Common misapplication: citing ODS to justify demand-chasing deployment at the crews' expense.
- Provider of record
- The enrolled entity that bills for transports; reimbursement eligibility attaches to it, not to whoever produces the unit hours. The lever behind the readiness market's public-billing economics.
- Surrogate-shaving
- Degrading an unmeasured dimension of service in order to hit a measured surrogate.
- System workload
- What a system can absorb: how many units must be ready and what happens when too few are. Measured as concurrency against serviceable capacity.
- Human workload
- How much a person or crew can do before fatigue degrades performance. Measured as per-resource utilization (time utilized against time activated) for a specific unit. Distinct from system workload and never a performance surrogate.
- Medical direction
- The physician authority that sets clinical policy for a system and directs patient care under it, whether by standing order (offline) or in real time (online). Unified medical direction means one clinical authority spans every producer in the system, which is what makes cross-producer clinical comparison meaningful.