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A Case-Based Learning System for Graduate Nursing and DNP Students

Clinical Reasoning
With Data™

Data do not improve healthcare.
Clinicians who know how to
think with data do.
A Different Kind of Statistics Book

Students do not need more formulas.
They need a way to make sense of evidence.

01

Start with a clinical story

Every investigation begins inside Twinwood Medical Center, where the question matters before the analysis begins.

02

Meet the evidence gradually

Datasets grow with the learner. Students notice, question, analyze, and interpret without being overwhelmed.

03

Move from output to action

SPSS is a tool—not the destination. The real work is deciding what the evidence means for clinical practice.

Seven Clinical Investigations

One continuous
reasoning journey.

Students enter as careful observers and leave prepared to lead with evidence. Each investigation adds a new layer without losing the clinical story.
01
Begin with the story
Notice patterns before reaching for a test.
02
Describe what is happening
Build a trustworthy picture of the clinical situation.
03
Judge whether outcomes improved
Ask whether the intervention produced a meaningful difference.
04
Explain differences in patient improvement
Examine how multiple factors work together to help explain outcomes.
05
Predict which patients may fall
Move from identifying risk factors toward estimating individual risk.
06
Decide whether the evidence is ready for practice
Judge whether model performance is strong enough to support implementation.
07
Lead continuous improvement with data
Use outcomes, adoption, and implementation evidence to guide what happens next.
Preview the Clinical World

Step Inside
Twinwood Medical Center

See how a realistic clinical problem becomes an invitation to notice, question, analyze, and think with data.

A 3-page preview from Clinical Investigation 1
Clinical Investigation 1 preview page 1
Clinical Investigation 1 preview page 2
Clinical Investigation 1 preview page 3
Page 1 of 3
Built for Learning and Teaching

One learning system.
Two ways to experience it.

For Students

Statistics that feels connected to practice.

Seven connected clinical investigations, a companion workbook, evolving datasets, SPSS demonstrations, and repeated practice interpreting evidence in clinical language.

For Educators

A coherent learning system, ready to teach.

A textbook and workbook designed to move together, supported by datasets, technical demonstrations, clinical discussion, and a deliberate progression across a course.

The Print Learning System

Think clearly.
Interpret confidently.
Lead with evidence.

The textbook develops the reasoning. The workbook turns that reasoning into active practice. Together, they create a connected pathway from clinical question to evidence-informed decision.

Visit the Shop
Companion Resources

The videos contain the doing.
The book develops the thinking.

Companion materials extend the learning without repeating what the books already do best.

01

SPSS Demonstrations

See the technical steps while keeping the conceptual reasoning in the books.

02

Clinical Datasets

Work with the evolving data used throughout the clinical investigations.

03

Updates

Find current companion materials, enhancements, and future updates in one place.

About the Author
Aliya Kuerban,
PhD, FNP, RN

Built from the way clinicians actually learn to reason.

Clinical Reasoning With Data was created to help graduate nursing learners move beyond statistical procedure toward thoughtful interpretation, clinical judgment, and evidence-informed leadership.

Meet the Author