Patient Simulator
A patient simulator is any device or software that stands in for a patient so a learner can practice on it, which covers three things that are routinely treated as one category. A physical manikin breathes, has a pulse, and can deteriorate. A screen-based virtual patient presents a case the learner clicks through. A conversational simulator is one the learner talks to. The category carries the most regulatory weight in prelicensure nursing, where Hayden and colleagues ran a longitudinal randomized controlled study for the National Council of State Boards of Nursing and found that high-quality simulation could be substituted for up to 50 percent of traditional clinical hours across the prelicensure curriculum, published in the Journal of Nursing Regulation in 2014.
The three kinds answer different questions, and procurement goes wrong when they are compared on price. A manikin can be intubated and can crash, which no software does. A screen-based case can put a decision tree in front of a hundred students at once, which no manikin does cheaply. A conversational simulator is the only one of the three that puts a learner's actual words on the record. Most simulation centers need more than one, and the useful question is which task each is answering rather than which is most advanced.
In prelicensure nursing the term usually means the manikin, because the manikin is what boards of nursing were being asked to approve as a substitute for clinical hours. The NCSBN study is why most state boards now permit some substitution, and its conditions matter as much as its headline number. The programs studied had trained faculty, dedicated equipment, and structured debriefing, so 50 percent describes what good simulation achieved under those conditions rather than what any simulation achieves.
Fidelity is the axis buyers reach for when comparing simulators, and it is less useful than it sounds. A high-fidelity manikin with no debriefing can teach less than a simpler encounter with a skilled debrief, because the learning sits in the reflection rather than in the equipment. Matching the simulator to the skill works better than ranking simulators: a task trainer for the procedure, a manikin for the deteriorating patient, a conversational simulator for the conversation.
ClinicalSim is the third kind. A learner speaks with an AI patient and the encounter produces a scored transcript, which makes it useful for a goals of care discussion and useless for a chest tube. It extends a simulation program rather than replacing the manikin or the standardized patient, and a center that already owns both is the one that gets the most out of adding it.
What this looks like in a program
- Establish which skill each simulator is being bought for before comparing prices, since a manikin and a conversational simulator are not competing for the same budget line.
- Where a state board permits simulation substitution, read the conditions attached to the permission rather than the percentage.
- Count debriefing capacity rather than simulator count. A program with more simulators than trained debriefers has bought the wrong thing.
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Last updated August 2026