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1. A nurse is reviewing a research article and notes that the study used the best
available research evidence to guide decisions about patient care on a medical-
surgical unit. Which term best describes this practice?
Correct Answer: Evidence-Based Practice (EBP)
Expert Rationale:
Evidence-based practice (EBP) is defined as the use of the best evidence in making
patient care decisions, and it usually comes from research conducted by nurses and
other health care professionals. EBP integrates the best available research evidence
with clinical expertise and patient values to optimize patient outcomes. It is the gold
standard for clinical decision-making and is central to nursing research and professional
practice. EBP differs from tradition-based or intuition-based practice, which may lack
scientific support.
Why other options are incorrect:
• Clinical practice guidelines: these are specific recommendations for evidence-
based decision making derived from systematic reviews — a product of EBP, not
the definition of the practice itself.
• Systematic review: a rigorous synthesis of research findings — a type of
evidence used in EBP, not EBP itself.
• Outcomes research: research designed to document the effectiveness of health
care services — a form of research that informs EBP but is not the same
concept.
• Pilot test: a trial run of a study or intervention — a research methodology, not a
patient care decision-making framework.
DIF: Knowledge
REF: Nursing Research / Evidence-Based Practice
OBJ: Define evidence-based practice and explain its role in nursing research and patient care decision-
making
TOP: Evidence-Based Practice / Definition
2. A qualitative researcher studying the lived experience of chronic pain believes
that reality is subjective and mentally constructed by individuals, and
,intentionally interacts with participants to co-construct meaning. Which research
paradigm guides this researcher?
Correct Answer: Constructivist Paradigm
Expert Rationale:
The constructivist paradigm holds that reality is multiple and subjective, mentally
constructed by individuals rather than existing as a single objective truth. In this
paradigm, the researcher actively interacts with those being researched, and
subjectivity and values are considered inevitable and even desirable parts of the
research process. This paradigm underlies most qualitative research, where the goal is
to understand human experience from the perspective of those living it. It contrasts
sharply with the positivist paradigm, which values objectivity, independence of the
researcher, and a belief in one objective reality.
Why other options are incorrect:
• Positivist paradigm: holds that reality exists independently and is driven by
natural causes — the researcher seeks objectivity and remains independent from
participants, the opposite of what is described.
• Pragmatism: a paradigm in which the research question drives the inquiry and
design — it does not emphasize subjective reality or researcher-participant
interaction as defining features.
• Mixed methods paradigm: combines both qualitative and quantitative approaches
— not defined by a belief in subjective, co-constructed reality alone.
• Deductive reasoning: a logical process, not a research paradigm — involves
developing specific predictions from general principles.
DIF: Comprehension
REF: Nursing Research / Research Paradigms
OBJ: Differentiate between the constructivist and positivist paradigms in nursing research
TOP: Research Paradigms / Constructivist vs. Positivist
3. A nurse researcher designs a study to test a new wound care intervention. She
randomly assigns participants to either receive the new intervention or continue
with standard care. The group receiving standard care serves as the comparison
group. What is this comparison group called?
Correct Answer: Control Group
Expert Rationale:
A control group consists of subjects in an experiment who do not receive the
experimental intervention. Their performance provides a baseline against which the
effects of the intervention can be measured. The use of a control group is fundamental
to experimental research design and is essential for establishing internal validity — that
is, determining whether the observed effects on the outcome are attributable to the
intervention rather than to confounding factors. Random assignment of participants to
,the experimental and control groups strengthens causal inferences by reducing
selection bias.
Why other options are incorrect:
• Accessible population: refers to the population available for study, often a
nonrandom subset of the target population — not a subgroup within an
experiment.
• Baseline group: 'baseline' refers to data collected prior to an intervention, not to
the group itself that serves as a comparison.
• Quasi-experimental group: in quasi-experimental research, participants are NOT
randomly assigned to conditions — the described study uses randomization,
making it a true experiment with a control group.
• Convenience sample: a nonprobability sampling method — not the label for a
comparison group in an experimental design.
DIF: Comprehension
REF: Nursing Research / Experimental Design
OBJ: Identify the role of a control group in experimental nursing research
TOP: Research Design / Experimental Studies
4. A nurse researcher wants to conduct a literature search using a structured
question format. She identifies the Population, Intervention, Comparison,
Outcome, and Time frame of her clinical question. Which framework is she
using?
Correct Answer: PICOT
Expert Rationale:
The PICOT framework is a structured approach to formulating clinical research
questions. The acronym stands for Population (who are the patients of interest?),
Intervention (what is the treatment or exposure?), Comparison (what is the alternative?),
Outcome (what are the desired results?), and Time (over what period?). PICOT is
widely used in evidence-based practice to guide literature searches, especially in
databases such as CINAHL, MEDLINE, and PubMed. A well-formulated PICOT
question helps narrow the search and identify the most relevant evidence.
Why other options are incorrect:
• MeSH (Medical Subject Headings): a controlled vocabulary used to index articles
in MEDLINE — a search tool, not a question-formulation framework.
• Boolean operators: used to expand or restrict a database search (e.g., AND, OR,
NOT) — a search strategy, not a question framework.
• Evidence hierarchy: a ranking of evidence sources by strength — used to
evaluate evidence, not to formulate the clinical question.
• Cochrane Library: a resource that disseminates systematic reviews — a
database for finding evidence, not a question-formulation framework.
DIF: Knowledge
, REF: Nursing Research / Literature Search and EBP
OBJ: Apply the PICOT framework to formulate a structured clinical research question
TOP: Evidence-Based Practice / PICOT Framework
5. A nurse researcher hypothesizes that increased hours of nurse staffing will
lead to decreased rates of patient falls. She specifies the direction of this
predicted relationship in her hypothesis. Which type of hypothesis is this?
Correct Answer: Directional Hypothesis
Expert Rationale:
A directional hypothesis makes a specific prediction about the direction of the
relationship between two variables. In this case, the researcher predicts that as nurse
staffing hours increase, patient fall rates will decrease — a specific directional
prediction. Directional hypotheses are typically used when there is sufficient prior
evidence or theory to predict the direction of the relationship. This contrasts with a non-
directional hypothesis (which predicts a relationship exists but not its direction), a null
hypothesis (which states no relationship exists), and a research question (which poses
a query without predicting an outcome).
Why other options are incorrect:
• Non-directional hypothesis: predicts that a relationship between variables exists
but does not specify the direction (e.g., 'there is a relationship between staffing
and falls') — does not include a directional prediction.
• Null hypothesis: states that there is no relationship between variables — the
opposite of predicting a directional relationship.
• Research question: a specific query the researcher wants to answer — it poses a
question rather than making a prediction.
• Statement of purpose: a declarative statement of overall study goals — broader
than a testable hypothesis.
DIF: Comprehension
REF: Nursing Research / Hypotheses and Research Questions
OBJ: Distinguish between directional, non-directional, and null hypotheses in nursing research
TOP: Research Questions and Hypotheses / Types of Hypotheses
6. A researcher measures the same group of participants using the same
instrument on two separate occasions two weeks apart and then correlates the
two sets of scores to evaluate the instrument. Which type of reliability is being
assessed?
Correct Answer: Test-Retest Reliability
Expert Rationale:
Test-retest reliability is assessed by administering the same measure to the same
sample on two separate occasions and then comparing the scores. High correlation
between the two administrations indicates that the measure yields consistent, stable