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NCLEX Prep10 min readNovember 11, 2026
By Isaac Agyapong ·
The NCLEX Clinical Judgment Model (NCJMM) is NCSBN's framework for measuring how nurses think. Its six cognitive functions are Recognize Cues, Analyze Cues, Prioritize Hypotheses, Generate Solutions, Take Action and Evaluate Outcomes, and every Next Generation NCLEX (NGN) case study is built on them [4,6]. The NGN launched nationwide on April 1, 2023, and every candidate since then has been tested against the model [1]. This guide explains the layers of the model, each cognitive function, how it differs from the nursing process, and how to practice it.
The shift to the NCJMM did not happen in a vacuum. A widely cited 2017 study found that only 23 percent of newly graduated nurses demonstrated entry-level competency and practice readiness[2]. That finding points to a measurable gap between what nursing programs taught and what safe practice required.
NCSBN responded by developing the NCJMM and embedding it into the NGN, which launched on April 1, 2023 [1]. Since then, several cohorts of new nurses have tested under this framework, and it remains the framework behind the NGN [1]. For students, memorizing facts and recognizing patterns is no longer sufficient; test-takers must demonstrate how they think through a patient situation from start to finish. For educators, programs that treat clinical judgment as a byproduct of the nursing process, rather than a structured, measurable skill set, leave graduates at a disadvantage [5].
NCSBN developed the Clinical Judgment Measurement Model to standardize how exam writers build questions and how answers are scored. NCSBN points readers to a 2019 special issue of the Journal of Applied Testing Technology for the model and the item development process [4]. Dickison and colleagues describe how nursing programs can use the model in teaching [3]. The NCJMM is a measurement framework rather than a new nursing theory.
NCSBN shows the model as a diagram of layers, moving from the broadest to the most specific. Layer 0 defines the context of the clinical situation. Layer 3 outlines the cognitive aspects of clinical decision making: these are directly measurable and are the basis for the test items and case studies. Layer 4 is the most specific layer and gives examples of the contextual factors that shape decisions [4]. NCSBN's page does not describe layers 1 and 2, so this guide does not either. NCSBN offers the official diagram and Clinical Judgment Skills Cards for personal and educational, non-commercial use [4].
Layer 3 is where the exam lives, because it is the basis for the NGN test items and case studies [4].
Recognizing cues means identifying relevant clinical data including signs, symptoms, lab values, vital signs, and statements from the patient or family, from the surrounding noise of a scenario [4]. NGN questions often ask which findings require immediate follow-up. Students who skim a scenario risk missing the subtle cues these items test.
Analyzing cues means organizing findings and linking them to possible pathophysiological processes rather than viewing them in isolation [7]. An elevated heart rate, for example, could point to hypovolemia, pain, anxiety, or sepsis depending on the full picture. The trap is jumping to a conclusion before mapping how the cues relate to one another.
Prioritizing hypotheses means ranking possible problems by urgency and risk. This step is about naming the most urgent problem, not yet deciding what to do about it.
Generating solutions means planning interventions for the prioritized problem and anticipating expected outcomes [8]. This is the planning step, not the doing step; vague answers such as "give fluids" fall short of the specific, measurable plans the NGN rewards.
Taking action means implementing the plan in the correct sequence and with the necessary safety checks [8]. NGN items testing this function frequently use ordering formats, asking which action the nurse should take first.
Evaluating outcomes means judging whether the patient's status improved, worsened, or stayed the same, and deciding what to do next [4]. This step closes the loop and often feeds back into recognizing new cues, which is why the NCJMM is described as iterative [4].
Nursing students have long learned the nursing process, Assessment, Diagnosis, Planning, Implementation, Evaluation (ADPIE) and the NCJMM does not replace it so much as expand and reframe it [5]. Roughly, Recognize Cues aligns with Assessment, Analyze Cues with Diagnosis, Prioritize Hypotheses and Generate Solutions with the two phases of Planning, Take Action with Implementation, and Evaluate Outcomes with Evaluation.
The key difference is that the NCJMM is explicitly non-linear, while the nursing process is often taught as a one-directional sequence [4]. In practice, judgment loops back constantly: a nurse evaluates an outcome and immediately begins recognizing new cues. Published transition guidance for educators recommends minimizing emphasis on NANDA nursing diagnoses, which are not tested on the NGN, and introducing the NCJMM early so students build the habit of thinking in layers and loops [5].
Each NGN case study centers on a single patient scenario and includes six items, with new data introduced as the scenario unfolds [6]. Item types on the NGN include bow-tie questions, matrix or grid items, drag-and-drop ordering tasks, and extended multiple-response questions.
Clinical judgment is only measurable across many items, not one.
Not every NGN item is scored right or wrong. Several of the newer formats award partial credit, so an answer that is partly correct can still earn something, and on some item types an incorrect selection offsets a correct one rather than simply counting as nothing. NCSBN has not published an item-by-item scoring rule in the test plan, so treat the precise formulas circulating online with caution. The practical point holds either way: on a select-all or matrix item, a considered partial answer usually beats both guessing wildly and leaving it blank.
Layer 4 of the NCJMM covers contextual factors that shape decisions. Thinking about setting, time and available resources while you work a case study can help you anticipate the twists built into scenarios [4].
On a minimum-length exam, 18 items come from case studies, delivered as three sets of six, plus roughly 10 percent of the remaining items as stand-alone clinical judgment questions [6].
Each set is built on one client presentation. The scenario unfolds as you move through it, new information appears between items, and the six questions map onto the six cognitive functions in order: recognize cues, analyze cues, prioritize hypotheses, generate solutions, take action, evaluate outcomes [6].
Two things follow from that structure. You cannot go back and change an earlier answer once the scenario has moved on, so each decision has to be made on the information in front of you. And because each set carries six scored items on a single patient, misreading the opening scenario can cost you all six. It is worth spending longer on the first item of a case than on a stand-alone question.
Start with NCSBN's free Clinical Judgment Skills Cards and model diagram, available on nclex.com for personal, educational use [4]. Each card breaks down one cognitive function with definitions and sample question stems.
Practice the six-step framework deliberately with every case study, whether from a test bank, textbook, or clinical rotation: write or say out loud what the relevant cues are, what they suggest, which hypothesis is the priority, what solutions follow, what actions come in what order, and how you would evaluate the outcome. This feels slow at first but builds the habit the NGN rewards.
Watch for common pitfalls: jumping to solutions before fully analyzing cues, confusing Generate Solutions with Take Actions, and forgetting to re-evaluate once new data appears mid-scenario. Virtual reality simulation platforms such as UbiSim are increasingly used to practice these skills in a low-stakes, immersive environment that mirrors the NGN's iterative format [7].
The NCLEX Clinical Judgment Model underlies both safe nursing practice and the NGN. Every case-study question traces back to one of the six cognitive functions, so mastering those functions means mastering the exam. Students should download NCSBN's Skills Cards, practice one full case study a day using the six-step method, and review Layer 4's contextual factors [4]. Educators can audit their curricula against the six cognitive functions, reduce reliance on NANDA nursing diagnoses, and introduce the NCJMM early so students have years to internalize it before sitting the exam [5].
No. The NCJMM expands and reorders the steps of the nursing process and is explicitly non-linear. It also includes contextual layers that the traditional nursing process does not address.
You need to understand each cognitive function well enough to recognize which one a question is testing and to apply the correct thinking process. Rote memorization of the names is less important than being able to use the framework fluidly.
Absolutely. The model was designed to reflect real-world decision making. Using it during clinical rotations builds the habit of structured clinical judgment that will serve you throughout your career, long after the NCLEX is behind you.
NCSBN provides the official diagram and Clinical Judgment Skills Cards for free on nclex.com. These are available for personal and educational, non-commercial use.
NCSBN's page shows no change to the model at the time of writing (October 2026). Check nclex.com for the latest, because NCSBN announces any changes there.
1. National Council of State Boards of Nursing. NCSBN launches Next Generation NCLEX exam [Internet]. Chicago: NCSBN; 2023 Apr 1 [cited 2026 Jul 8]. Available from: https://www.ncsbn.org/news/ncsbn-launches-next-generation-nclex-exam
2. Kavanagh JM, Szweda C. A crisis in competency: the strategic and ethical imperative to assessing new graduate nurses' clinical reasoning. Nurs Educ Perspect. 2017;38(2):57-62.
3. Dickison P, Haerling KA, Lasater K. Integrating the National Council of State Boards of Nursing clinical judgment model into nursing educational frameworks. J Nurs Educ. 2019;58(2):72-8.
4. National Council of State Boards of Nursing. Clinical Judgment Measurement Model [Internet]. NCLEX.com; [cited 2026 Jul 8]. Available from: https://www.nclex.com/clinical-judgment-measurement-model.page
5. Elsevier. How to shift from the nursing process to clinical judgment in nursing [Internet]. Elsevier; [cited 2026 Jul 8]. Available from: https://www.elsevier.com/resources/shift-to-clinical-judgment-nursing
6. National Council of State Boards of Nursing. NCLEX-RN test plan effective April 2026. Chicago: NCSBN; 2026. Available from: https://www.nclex.com/files/2026_RN_Test%20Plan_English-F.pdf
7. UbiSim. Master Next Gen NCLEX & Clinical Judgment Model: guide & explanation [Internet]. [cited 2026 Jul 8]. Available from: https://www.ubisimvr.com/blog/next-gen-nclex-ngn-and-the-clinical-judgment-model
8. National Council of State Boards of Nursing. Clinical Judgment Measurement Model, Layer 3 cognitive functions. Available from: https://www.nclex.com/clinical-judgment-measurement-model.page