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Evidence-Based Practice Models in Nursing: Iowa, Johns Hopkins, Stetler, ACE Star, and PARIHS

The five evidence-based practice models nursing programmes expect you to know, what each is actually built for, and how to choose the one that fits your project rather than the one you have heard of.

Dr. Amira Khalil

July 27, 2026

Key Takeaways

Evidence-based practice models are not interchangeable: each defines a different trigger, agent of change, and standard of success.

The commonest failure is naming a model once in chapter one and never showing it again; a reader should be able to point at where each stage happened.

Iowa suits pilotable unit-level change, Johns Hopkins suits a mixed evidence base, Stetler suits the individual clinician, ACE Star suits translation work, and PARIHS suits contextual barriers.

Johns Hopkins rates evidence for both level and quality, which is why it is the defensible choice when studies conflict.

PARIHS treats implementation as evidence, context, and facilitation together, making it the honest framework when the barrier is organisational.

Models tell you how to implement, not how to report; quality improvement projects are reported against SQUIRE 2.0.

An evidence-based practice model is a structured sequence for moving research findings into clinical practice, and nursing programmes expect you to name one and show your project moving through it. The models that dominate American nursing are the Iowa Model, the Johns Hopkins Nursing Evidence-Based Practice model, the Stetler model, the ACE Star model, and PARIHS. They are not interchangeable, and choosing on familiarity rather than fit is the most common reason a project proposal is returned.

Why the choice changes the project, not just the paperwork

A model determines what counts as a starting point, who the agent of change is, how evidence gets weighed, and what evidence of success looks like. Pick a model built around organisational decision-making for a project where you are the only person changing anything, and every stage will fit badly.

The failure mode faculty see most often is a model named once in the opening chapter and never seen again. If your framework is doing real work, a reader should be able to point at the section where each stage happened. That is the test to apply as you write.

The Iowa Model

The Iowa Model begins with a trigger: either a problem, such as an audit result or a sentinel event, or new knowledge, such as a fresh guideline. It then moves through a sequence of explicit decision points, asking whether the topic is a priority for the organisation, whether there is a sufficient research base, and whether a change is worth piloting before wider adoption.

Its distinguishing feature is those decision points. The model expects you to stop and justify continuing, and it treats piloting as a required step rather than an optional one. That makes it a strong fit for unit-level practice changes where you have organisational backing and an appetite for a small trial before full rollout.

It fits badly when there is no organisational decision to make, or where you cannot pilot because the change is all-or-nothing.

The Johns Hopkins Nursing Evidence-Based Practice model

The Johns Hopkins model runs on three phases, commonly remembered as practice question, evidence, and translation. Its real contribution is the appraisal apparatus: evidence is rated for both level and quality, so a low-level study executed well and a high-level study executed poorly are not treated as equivalent.

That makes it the strongest choice when your evidence base is mixed and you will have to defend how you weighed it. If your topic has two randomised trials, several cohort studies, and a body of expert consensus pulling in different directions, this model gives you a defensible way to reconcile them.

It carries more appraisal overhead than the alternatives, which is wasted effort if your evidence base is small and uniform.

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The Stetler model

The Stetler model is deliberately practitioner-oriented. It moves through preparation, validation, comparative evaluation and decision-making, translation and application, and evaluation, and it treats the individual clinician as the primary unit of change rather than the organisation.

It is the honest choice when you are changing your own practice, or the practice of a small team you directly influence, without an organisational mandate. It is also useful when the realistic outcome of your project is a considered decision not to adopt a change, because the model treats rejecting evidence after evaluation as a legitimate result.

The ACE Star model

The ACE Star model frames knowledge transformation as five points: discovery, evidence summary, translation into guidelines, integration into practice, and evaluation. Its value is conceptual clarity about what happens to knowledge as it moves toward the bedside, and it is particularly useful when the contribution of your project is the translation step itself, for instance turning a guideline into a workable protocol for your setting.

It offers less procedural guidance than the Iowa or Johns Hopkins models, so it suits candidates who need a clear conceptual spine rather than a checklist.

PARIHS

PARIHS treats successful implementation as a function of three interacting elements: the evidence, the context in which it will land, and the facilitation available to support the change. Its central claim is that strong evidence in a hostile context with no facilitation will fail, and that this is a predictable failure rather than bad luck.

That makes it the right framework when you already know your barrier is organisational rather than informational. If everyone agrees on what the evidence says and the change still is not happening, PARIHS gives you the vocabulary to analyse why and to design facilitation into the project rather than hoping for goodwill.

Choosing between them

If your situation isConsider
A unit-level change with organisational backing, and you can pilotIowa Model
A mixed evidence base you must defend weighingJohns Hopkins
You are the unit of change, without an organisational mandateStetler
The contribution is turning evidence into a usable protocolACE Star
The barrier is context and culture, not evidencePARIHS

Check your programme handbook before deciding. Some departments mandate a specific model, and a well-argued case for a different one still loses to a rubric that names one.

Reporting the work

Models describe how to implement. They do not tell you how to report. If your project is a quality improvement study, SQUIRE 2.0 is the reporting guideline, and it asks for things a model will not prompt you to record, including the local problem, the rationale linking intervention to expected outcome, and details of how the intervention changed during the project. Building to it from the start is far cheaper than retrofitting the document later.

Where the change is tested through Plan-Do-Study-Act cycles, design each cycle to produce a measurement you can report, rather than one long implementation period with a before and after.

Applying this to your own project

If you are selecting a model for a doctoral scholarly project, the choice interacts with your question format and your evaluation design, and we work through all three together on our doctoral project build service. If you are still narrowing a practice problem, our doctoral project ideas guide covers what makes one feasible, and writing a PICOT question covers turning it into something searchable. For a capstone at bachelor's or master's level, where a model is often required but implementation is not, see capstone project support.

Where the model meets the evidence

Whichever model you choose, it will send you to the literature, and the quality of that search decides how defensible the rest of the project is. Nursing evidence sits partly outside the databases a general search covers, which is why the search has to be built deliberately rather than typed into one box. Our systematic literature search service builds and documents reproducible searches, and where the project needs a formal appraisal of study quality, risk of bias and critical appraisal covers the tools programmes expect.

Frequently Asked Questions

7
Nursing mainly uses the Iowa Model, the Johns Hopkins Nursing Evidence-Based Practice model, the Stetler model, the ACE Star model of knowledge transformation, and PARIHS. They differ in what triggers the work, who the agent of change is, how evidence is weighed, and whether the focus is organisational decision-making or individual practice.
It is a three-phase model running through practice question, evidence, and translation. Its distinguishing feature is that evidence is rated for both level and quality, so a well-executed lower-level study is not treated as equivalent to a poorly executed higher-level one. That makes it strong when your evidence base is mixed.
Practice question, evidence, and translation. The first defines the problem and assembles the team, the second searches and appraises the evidence and rates it for level and quality, and the third plans the change, implements it, evaluates outcomes, and communicates the results.
It begins with a trigger, either a problem such as an audit result or new knowledge such as a fresh guideline, then moves through explicit decision points asking whether the topic is an organisational priority, whether the research base is sufficient, and whether a change should be piloted before wider adoption.
Identify the trigger, decide whether the topic is a priority, form a team, assemble and appraise the evidence, decide whether the research base is sufficient, pilot the change, evaluate the pilot, decide whether to adopt, then implement more widely and monitor. The decision points are the defining feature.
It originated with nurse researchers at the University of Iowa Hospitals and Clinics and has been revised since its introduction, most substantially in a 2017 revision that clarified the decision points and feedback loops. Cite the specific revision your programme expects rather than the model generically.
Match it to your situation. Iowa suits a unit-level change you can pilot with organisational backing; Johns Hopkins suits a mixed evidence base you must defend weighing; Stetler suits you as the individual unit of change; ACE Star suits translation-focused work; PARIHS suits a barrier that is contextual rather than informational. Check your handbook first, because some departments mandate one.
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Written by

Dr. Amira Khalil

Evidence Synthesis Expert

Dr. Amira Khalil is a contributor to the Research Gold blog, sharing practical insights on systematic review methodology, evidence synthesis, and research best practices.

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