Walker and Avant Concept Analysis: The 8 Steps, Worked With Examples

Concept analysis is one of the most method-specific papers in graduate nursing, and Walker and Avant is the method most programs require. The eight steps look deceptively simple in a syllabus, which is exactly why they trip students up. Two steps in particular, keeping antecedents distinct from consequences and defining measurable empirical referents, are where graduate students consistently lose marks, and the case-construction step confuses almost everyone the first time. A concept analysis that lists the steps but botches these is the kind that comes back for revision. ScribeLabWriter's nursing theory and concept analysis support helps MSN and DNP students apply the method correctly, from defining attributes through empirical referents.

This guide walks all eight steps in order, then does what thin guides do not: it carries a single concept through all five case types so you can see how each case is built, shows the antecedent-attribute-consequence distinction concretely, explains empirical referents as the measurable bridge to practice, and compares Walker and Avant to the other methods so you can defend your choice.

Quick Answer:

Walker and Avant's concept analysis is an eight-step method for clarifying the meaning of a nursing concept. The steps are: select a concept, determine the aims of the analysis, identify all uses of the concept, determine the defining attributes, construct a model case, construct additional cases, identify antecedents and consequences, and define empirical referents. The step students most often get wrong is confusing antecedents (what comes before the concept) with consequences (what results from it), and the step they most often skip is defining empirical referents, the measurable indicators that show the concept exists in practice. The defining attributes are the heart of the analysis: they are what distinguish the concept from every related one.

What a Concept Analysis Does and Why Graduate Programs Assign It

A concept analysis clarifies a concept that is vague, overused, or inconsistently defined, so that it can be understood, measured, and applied consistently in practice and research. Nursing is dense with such concepts. Resilience, presence, comfort, empowerment, caring, advocacy, and dignity all carry intuitive meaning but resist precise definition, and that imprecision creates problems the moment anyone tries to measure them or build practice around them. A concept analysis pins down exactly what one concept means, what must be present for it to occur, what follows from it, and how you would recognize it in a real patient or setting.

Graduate programs assign concept analysis because it develops the theoretical precision that advanced practice and doctoral scholarship demand. Walker and Avant's method is the one most frequently required, because it is systematic, teachable, and produces a defensible result. The method appears in their textbook Strategies for Theory Construction in Nursing, now in its sixth edition, published by Pearson, and it adapts the earlier concept-clarification work of the philosopher John Wilson. One historical note worth getting right, because precision on it signals care: the original Wilson-derived approach was more elaborate, and Walker and Avant streamlined it into the eight-step process taught today. The theoretical precision the method builds is the same precision that strengthens a later evidence-based practice paper, where concepts must be defined operationally before they can be measured.

The Eight Steps in Order

Walker and Avant present the analysis as eight steps. They are explicitly iterative rather than strictly linear, and you will cycle back as your understanding sharpens, but presenting them in order gives your paper its structure and shows the examiner you understand the logic.

Step one: select a concept. Choose a concept that matters to your area of practice and genuinely needs clarification. Avoid concepts that are too broad, such as "health" or "stress," which are too large to analyze in a single paper, and concepts too narrow to sustain analysis. The strongest choices are concepts you meet in practice that are used loosely or that carry conflicting meanings across the literature.

Step two: determine the aims of the analysis. State why you are analyzing this concept and what the analysis is meant to achieve. The aim might be to clarify an ambiguous concept, to distinguish it from concepts it is often confused with, or to develop an operational definition for research or practice. A clearly stated aim focuses the entire paper and gives the reader a lens for everything that follows.

Step three: identify all uses of the concept. Examine how the concept is used across contexts, not only in nursing. Consult dictionaries and thesauruses for ordinary meanings, then the literature across nursing, medicine, psychology, sociology, and any other relevant discipline for specialized uses. This step is the evidentiary foundation of the analysis, because the defining attributes you identify next must emerge from this body of uses rather than from your own assumptions. Build it on a thorough nursing literature review so the attributes are defensible.

Step four: determine the defining attributes. Identify the characteristics that appear repeatedly across the uses you gathered, the cluster of attributes most frequently associated with the concept. These defining attributes are the heart of the entire analysis, because they are what allow you to distinguish this concept from every concept related to it. They answer the question: what makes this concept itself and not something adjacent to it? Most concept analyses settle on three to five defining attributes.

Step five: construct a model case. Build a case that contains all of the defining attributes, a pure, unambiguous example of the concept in its clearest form. A model case shows the reader precisely what you mean, and it functions as the benchmark against which the contrasting cases are measured. It can be drawn from real life, from the literature, or constructed for the purpose.

Step six: construct additional cases. Build contrasting cases that sharpen the boundaries of the concept by showing what sits just outside them. These are the borderline, related, contrary, and, where useful, invented and illegitimate cases. Constructing these well is what separates a strong analysis from a mechanical one, and it is covered in detail below because it confuses most students at first.

Step seven: identify antecedents and consequences. Antecedents are the events or conditions that must be present before the concept can occur. Consequences are the events or conditions that result from the concept once it has occurred. This step places the concept in a causal context and deepens the theoretical understanding, and it is the step students most often get wrong, which the dedicated section below addresses.

Step eight: define empirical referents. Empirical referents are the classes of measurable or observable phenomena that demonstrate the concept is present. They answer the practical question: if this concept exists in a real patient or setting, what would you actually see or measure? This step links the abstract concept to observable reality and is essential for anyone who later intends to measure the concept in research or practice.

Table 1: The Eight Steps of Walker and Avant Concept Analysis

The Five Case Types, Worked on a Single Concept

Step six is where most students falter, because the case types sound similar and their purposes blur. The clearest way to master them is to carry one concept through all of them, so take patient empowerment, with defining attributes of active participation in care decisions, possession of relevant knowledge, and a sense of control over one's health. Here is how each case type is built from those attributes.

The model case contains all three defining attributes. A patient newly diagnosed with type 2 diabetes attends education sessions, learns to interpret her own glucose readings, weighs the options with her clinician, and chooses a management plan she is confident she can follow. She participates actively, possesses the knowledge, and feels in control. All three attributes are present, so this is empowerment in its clearest form.

The borderline case contains some but not all of the defining attributes, or contains them inconsistently. The same patient has the knowledge and participates in discussions, but does not actually feel any control over her condition because she believes her outcome is fixed by genetics. Two attributes are present; one is missing. The borderline case shows the reader where the edge of the concept lies by presenting something that is almost, but not quite, empowerment.

The related case is an instance of a different but connected concept, one similar to empowerment and often confused with it, that does not contain the defining attributes. Patient compliance is a related concept: the patient follows the plan exactly as instructed, but passively, without participating in the decision or exercising control. Compliance is connected to empowerment in the same conceptual neighborhood, yet it lacks the defining attributes, which is precisely what distinguishes the two. Related cases are how you separate your concept from its neighbors.

The contrary case is a clear example of what the concept is not, containing none of the defining attributes. A patient is told what medication to take with no explanation, is given no information, is not consulted, and feels entirely at the mercy of the system. No participation, no knowledge, no control. The contrary case is often the most illuminating of all, because seeing a clear opposite sharpens the reader's grasp of the concept itself.

Walker and Avant also describe two further case types that you include when they add clarity. The invented case presents the concept in a context outside ordinary experience, sometimes drawing on ideas beyond current reality, and is useful when ordinary cases do not sufficiently clarify a concept. The illegitimate case shows the concept term used improperly or out of context, demonstrating a misuse of the word, for example, using "empowerment" to describe simply handing a patient a leaflet. You do not need every type in every analysis. The model, borderline, related, and contrary cases form the usual core, and you add invented or illegitimate cases only where they genuinely help.

The Antecedent, Attribute, and Consequence Distinction That Costs Marks

The single most common error in a Walker and Avant analysis is confusing antecedents with consequences, or listing the same item as both. A close second is confusing an antecedent with a defining attribute. Getting all three categories straight is one of the clearest markers of a careful analysis, so it is worth working concretely.

Keep the temporal logic in front of you: antecedents come before, attributes are the concept itself, and consequences come after. Using patient empowerment again, an antecedent might be access to understandable health information, because a patient must have access to information before empowerment can develop. A defining attribute is possession of relevant knowledge, which is part of what empowerment is, not something that precedes it. A consequence might be improved adherence to a treatment plan, because adherence results from empowerment once it exists. Notice that access to information (antecedent) and possession of knowledge (attribute) are close but distinct: one is the precondition, the other is a component of the concept.

The test for placing any item is a single question asked twice. First: must this be present before the concept can occur? If yes, it is an antecedent. Second: Is this part of what the concept actually is? If yes, it is a defining attribute. If neither, and it instead flows from the concept once the concept is present, it is a consequence. An item cannot be an antecedent and a consequence of the same concept, and listing it as both signals to a grader that the causal logic has not been thought through. This antecedent-attribute-consequence discipline is the backbone of a defensible analysis.

Table 2: The Five Case Types Worked on One Concept (Patient Empowerment)

Empirical Referents: The Step Students Skip and Why It Matters Most

Empirical referents are the classes of observable phenomena that demonstrate the concept is occurring, and they are the step most often rushed or omitted entirely. Yet they are what make the analysis useful beyond the page, and their absence is a frequent reason a graduate concept analysis is marked down.

Empirical referents answer a concrete question: if this concept is present in a real patient or setting, what would you actually observe or measure to know it is there? For patient empowerment, empirical referents might include a validated patient activation measure, observable participation in care planning documented in the record, or patient self-reports of perceived control on a validated scale. Notice that these are measurable. The defining attributes and the empirical referents are often closely linked, with the referents providing the measurable expression of the attributes, but they are not the same thing: an attribute is part of the concept's meaning, while a referent is how you detect the attribute in the real world.

This step matters most for graduate work precisely because it bridges theory and measurement, which is the orientation that advanced nursing degrees value. An MSN or DNP student whose analysis ends with clear, measurable empirical referents has produced something another researcher could operationalize, or something that could inform a practice-improvement project. Skipping or thinning this step leaves the analysis abstract and academically incomplete, and graders notice the omission immediately.

How the Grading Differs Between the MSN and DNP Levels

The eight steps are identical at every level, but what graders expect from them rises with the degree, and understanding the difference helps you pitch the paper correctly.

At the MSN level, a grader looks for a correct, complete application of the method: all eight steps present and properly executed, defining attributes drawn genuinely from the literature rather than asserted, cases that each do their distinct job, and antecedents, consequences, and empirical referents kept properly separate. A clean, accurate MSN concept analysis that demonstrates command of the method scores well.

At the DNP level, the same structure is expected but with a markedly stronger practice orientation. The analysis should connect explicitly to a practice problem, and the empirical referents should point clearly toward how the concept could be measured or applied in a clinical setting, since the DNP is a practice doctorate. A DNP concept analysis that remains purely theoretical, without linking the clarified concept to practice or to a potential improvement, tends to score lower than one that shows how the clarification could change care. If your concept analysis is a step toward a larger project, our guidance on DNP project help shows how a clarified concept feeds the work that follows, and the same theoretical grounding supports your choice of an EBP framework for your DNP project. Whichever level you write at, format the paper in APA 7 throughout, since graduate nursing programs require it. Our DNP capstone support carries a concept analysis through to the project it informs.

How Walker and Avant Compare to Rodgers and the Hybrid Model

Walker and Avant are not the only concept analysis methods, and knowing where it sits demonstrates command of the field and lets you defend your choice if your assignment leaves it open.

Rodgers' evolutionary method treats concepts as dynamic and context-dependent rather than fixed. Instead of pinning down stable, defining attributes, it analyzes how a concept has changed over time and how its meaning varies across contexts, using antecedents, attributes, and consequences, but in a more fluid, less rule-bound way. It suits concepts that are contested or evolving.

The hybrid model of Schwartz-Barcott and Kim combines a theoretical phase with a fieldwork phase, gathering real-world empirical data to refine the concept rather than relying on the literature alone. It suits concepts where direct observation adds something that the literature cannot.

Walker and Avant differ from both in being more structured, more static in their treatment of attributes, and easier to apply as a discrete graduate assignment, which is exactly why it is the most commonly taught. If your assignment specifies a method, use it. If it leaves the choice open, Walker and Avant are the safest default for a clear, defensible paper, while Rodgers may better suit a concept you expect to be evolving or contested, and the hybrid model suits a concept you can study in the field. Naming these alternatives and stating briefly why Walker and Avant fit your concept is itself a mark of a strong paper. For broader help beyond concept analysis, our nursing writing support covers the full range of graduate nursing deliverables.

Frequently Asked Questions

What are the eight steps of Walker and Avant's concept analysis?

The eight steps are: select a concept, determine the aims of the analysis, identify all uses of the concept, determine the defining attributes, construct a model case, construct additional cases, identify antecedents and consequences, and define empirical referents. The steps are iterative rather than strictly linear, so you will revisit earlier steps as your understanding of the concept sharpens.

What is the difference between an antecedent and a consequence?

An antecedent is an event or condition that must be present before the concept can occur. A consequence is an event or condition that results from the concept after it has occurred. The test is temporal: ask whether the item must be in place for the concept to happen, which makes it an antecedent, or whether it flows from the concept once present, which makes it a consequence. The same item cannot be both for one concept.

What is the difference between an antecedent and a defining attribute?

A defining attribute is part of what the concept actually is, one of the characteristics that constitute it. An antecedent comes before the concept and is a precondition for it, not part of it. For patient empowerment, possession of knowledge is a defining attribute because it is part of being empowered, while access to information is an antecedent because it must exist before empowerment can develop. Confusing the two is a common error.

What are empirical referents in a concept analysis?

Empirical referents are the observable or measurable phenomena that demonstrate the concept is present. They answer how you would recognize or measure the concept in a real patient or setting, and they link the abstract concept to reality. They are often the measurable expression of the defining attributes, and they are essential for anyone who later intends to measure the concept, which is why graders weigh this step heavily.

What is the difference between a borderline case and a related case?

A borderline case contains some but not all of the defining attributes of the concept under study, showing where the edge of the concept lies. A related case is an instance of a different but connected concept that lacks the defining attributes entirely, showing how your concept differs from its neighbors. The borderline case tests the concept's internal boundary; the related case distinguishes it from adjacent concepts.

Which edition of Walker and Avant should I cite?

The current edition is the sixth, Strategies for Theory Construction in Nursing, published by Pearson. Confirm the specific edition your program requires, since some reading lists still cite earlier editions, and note that the exact publication year of the sixth edition is cited inconsistently across sources, so follow your program's reference and format the citation in APA 7.

How are Walker and Avant different from Rodgers' method?

Walker and Avant are highly structured and treat a concept's defining attributes as relatively fixed, which suits a discrete graduate assignment. Rodgers' evolutionary method treats concepts as dynamic and context-dependent, analyzing how a concept's meaning changes over time rather than fixing its attributes. Walker and Avant are the more commonly taught defaults; Rodgers better suits an evolving or contested concept.

Writing an Analysis That Holds Together

The concept analyses that earn top marks are the ones where every step connects: defining attributes drawn genuinely from the literature, cases that each test a different boundary, antecedents and attributes, and consequences kept in their correct places, and empirical referents you could actually measure. Follow the eight steps with that discipline, carry your concept cleanly through the case types, and keep the temporal logic of antecedent, attribute, and consequence in front of you, and the paper defends itself.

If you want a nursing specialist to check your concept analysis against the points graders scrutinize before you submit it, send it to us for review. You will have an itemized quote within 2 to 4 business hours, with no obligation to proceed.