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or among interactions between groups of people. Finding when   achieve interoperability. Although interoperability gaps are
              stuff does not go right  may indicate further assessment,  re-  usually not lethal (no one died as a result of fuel nozzles of
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              mediation, or reallocation of resources. Note that in both stress-  US armored vehicles not fitting Polish fuel tanks),  first-aid
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              ing and assessing performance, your metric matters.  Choice   gaps might not be so forgiving. Finding out that a caregiver
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              matters because  selecting a  metric without understanding  its   cannot stop a bleed with an unfamiliar tourniquet may lead to
              meaning (such as consequences of its sensitivity or threshold)   a preventable death—a potential cost of poor interoperability.
              may show just about anything we want if the “right” zone
              (level) of performance is targeted. 18–21  More fundamentally, sci-  The findings of this study have a readiness context: An indi-
              ence has shown that how we evaluate performances affects how   vidual is more ready in emergencies if they have their most-
              performances are evaluated in that differences among ways we   familiar tool at hand. A first aid provider’s equipment, such as
              evaluate the same performances can show them differently. 18–21    a tourniquet, is to have common traits which aid its use among
              In our study, a changed threshold of a time parameter changed   people so that it is interoperable. For example, in transporting
              the result from all passes to all failures. The passes could create   an injured person from their point of injury to an emergency
              the illusion of progress while risking production of confusion   department at a hospital, there are handoffs from a first re-
              after a team tested by actual caregiving realizes it is not as good   sponder to an ambulance team and to the hospital team. Multi-
              as it had thought. Assessors of performance are to learn the   ple people may become involved with such a tourniquet. If the
              meaning of this lesson on metric choice: Know a metric well to   motorcycle patient, the caregiver, a caregiver’s spouse talking
              scale stress by degrees of difficulty.             on the phone, a San Diego dispatcher talking with the spouse,
                                                                 etc. 24–26  have a basic, common understanding of the tourni-
              The second minor finding was surprising because it dealt with   quet, then they may be able to work together. However, if they
              what’s fair. “Fair” and “equitable” are synonyms in that they   name tourniquet parts oddly, for example, then conversations
              have similar meanings,  but they need not be interchangeable.   may make little sense and people may have to slow down to
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              These  “adjectives  mean  showing no  evidence  of favoritism,   repeat a point about troubleshooting. If the tourniquet design
              self-interest, or the indulgence of one’s likes and dislikes. Fair,   (a windlass of band and rod), size, length, packaging, stock-
              which has the widest range, can imply any of the foregoing   ing numbers, logistical ordering procedures, technique of use,
              senses.”   “Equitable  also  implies  justice,  but  less  from  the   method of configuration, removal procedure, and training re-
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              standpoint of a rigid code of rules than from a sense of what is   quirements are familiar to all, then it and the people may be-
              in the best interest of all concerned in a given issue. It therefore   come interoperable. If a doctrine of a dispatcher association is
              may imply justice tempered by reason or compromise.”  The   to tell caregivers to remove tourniquets despite a community’s
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              foregoing senses of favoritism and self-interest speak generally   doctrine to use tourniquets, then people fail to be interopera-
              about an individual, but equitable is generally about multiple   ble until the doctrines are harmonized. Such attained interop-
              people. The difference of meaning makes the fair–equitable   erability could support caregiving efforts through aspects that
              discrimination valuable. If an organization has a doctrine of   are technical (including hardware of components), procedural
              one model of tourniquet, then interoperable costs among its   (including doctrines and procedures), and human (including
              members are less than if it has many models to supply, learn,   terminology and training). For example, NATO initiatives are
              use, and manage. If by a code of rules a committee recom-  to enhance  interconnectedness  and  interoperability among
              mends 10 models, then interoperable costs among organiza-  Allied forces and partners. NATO holds that interoperable
              tions rise compared with fewer models. What is in the best   solutions can be achieved only through the effective employ-
              interest of all concerned at state, local, and federal levels may   ment of mechanisms in standardization, education, training,
              be in fielding the fewest. If each of the 29 member states of   exercises, lessons learned, demonstrations, tests, and trials. A
              NATO were to buy a domestically made tourniquet model,   programmed unity of effort may avoid duplication to improve
              then that could be financially fair to each tourniquet’s inven-  efficiency. The capability to work in a manner that requires
              tor and that nation’s economy, but it would be inequitable to   a tourniquet user to have sufficient knowledge of the unique
              the Alliance. Workloads of NATO instructors might increase   characteristics of unfamiliar models is problematic. A better
              29-fold to maintain interoperability. A rule of interoperability   approach is based on a standard interface that provides in-
              would be violated by a modest proposal if each of the world’s   teroperability among arrays of people. Caregiving problems
              countries invented a model so instructors were to train the   of  interoperability  discovered  late  may  cause  delays  or  cost
              world’s 7 billion people to use 195 models of tourniquets.   overruns or—worst of all—may contribute to deadly mistakes
              Also, US interoperability costs may be scalable to the num-  at critical times. Incidents with active shooters or mass casu-
              ber of models fielded among 35,000 municipalities. A divided   alties such as occurred at Columbine, Aurora, or Sandy Hook
              doctrine can fractionize the time allocated to training among   are situations when interoperability is needed in action. Lest
              multiple models and cognitively burden learners. Caregivers   we forget take-home messages of lessons learned, we are to
              troubleshooting an unfamiliar tourniquet of another organi-  prepare now (Table 3).
              zation in a new situation may have their attention hijacked
              by the tool. Caregivers using their most-familiar model have   The limitations of this study evolve from its design as an inves-
              more of their mental bandwidth available in which to multi-  tigation of a new topic in first aid. If we included a pneumatic
              task agilely as when talking to their patient during tourniquet   design, then intermodel differences may been greater than at
              placement. Caregiving organizations seeking interoperability   present. If an improvised model was tested, then its interoper-
              are to police themselves. For example, in 2018 the US Army   ability costs would likely increase due to delays in gathering,
              distributed  a message for  its  units  to verify  as  doctrinally   assembling, and using untrustworthy components. For busy
              correct a model of tourniquet for individuals to carry in all   end-users and instructors already inundated with too many
              medical sets, kits, and outfits.  Although this Combat Appli-  time pressures (including trying to keep their head above water
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              cation Tourniquet was the only Army-approved model for this   in a tsunami of science reports on tourniquets), asking them to
              purpose, noncompliant kits needed logistical remediation to   reform their tourniquet practices is like asking the drowning

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