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Vocabulary flashcards covering nursing research methodologies, evidence hierarchies, EBP processes, variables, statistics, and qualitative research designs directly from lecture notes.
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Research
Investigation used to generate new knowledge.
Evidence-Based Practice (EBP)
Best available evidence + clinical expertise + patient preferences and values.
Quality Improvement (QI)
Improves healthcare processes, patient safety, and outcomes within a specific setting.
Research vs. EBP vs. QI
Research = generate knowledge; EBP = use evidence in practice; QI = improve a process/outcome.
QI Process
Plan → Do → Study → Act (PDSA).
Clinical Inquiry
Asking whether there is a better or more effective way to provide care.
Major EBP Barriers
Lack of knowledge/education/support, resistance to change, tradition, slow implementation, and patient demands.
How to Reduce EBP Barriers
Support, education, policies, and public awareness.
Florence Nightingale
Pioneer of nursing research who used data and statistics to improve patient care.
Background Question
Broad starting question used to gain information.
Foreground Question
Focused question used to find the best evidence for a specific clinical problem.
PICOT
Population, Intervention, Comparison, Outcome, Time.
P in PICOT
Population: Who is being studied?
I in PICOT
Intervention: What treatment/action is being studied?
C in PICOT
Comparison: What is the intervention compared with?
O in PICOT
Outcome: What measurable result is being examined?
T in PICOT
Time: How long will the study/intervention occur?
Good PICOT Question
Contains a specific population, intervention, comparison, measurable outcome, and timeframe.
PICOT Warning
Avoid directional language such as assuming an intervention will “improve” the outcome.
AND (in Database Searching)
Narrows the search; both terms must be present.
OR (in Database Searching)
Broadens the search; either term/synonym can appear.
Database Search Strategy
Start broad, then narrow; prioritize quality over quantity.
Article Fit
Check whether the article matches the PICOT population, intervention, outcome, and relevance.
Quantitative Research
Uses numerical/measurable data and statistical analysis.
Qualitative Research
Explores experiences, meanings, perspectives, and themes using nonnumerical data.
Independent Variable
The intervention or variable being changed/manipulated.
Dependent Variable
The outcome being measured.
Confounding Variable
An outside variable that can affect the results.
Population
The entire group the researcher is interested in studying.
Sample
A subset of the population that participates in the study.
Non-experimental Research
Research with no intervention/manipulation.
Descriptive Research
Describes characteristics, experiences, or patterns.
Correlational Research
Examines relationships/associations between variables.
Correlation vs. Causation
Correlation does not prove that one variable caused another.
Quasi-experimental Study
Has an intervention but does not use random assignment.
True Experimental Study
Uses an intervention and random assignment; example: RCT.
RCT
Randomized Controlled Trial.
Systematic Review
Synthesizes evidence from multiple studies.
Meta-analysis
Statistically combines results from multiple studies.
Evidence Hierarchy
Systematic review/meta-analysis → RCT → quasi-experimental → cohort/case-control → descriptive/qualitative.
Highest Level of Evidence
Systematic review/meta-analysis of relevant RCTs in your professor's hierarchy.
Level II Evidence
At least one well-designed RCT.
Level III Evidence
Controlled trial without randomization.
Level IV Evidence
Cohort or case-control study.
Level V Evidence
Systematic review of descriptive/qualitative studies.
Level VI Evidence
Single descriptive or qualitative study.
Level VII Evidence
Expert opinion/reports of expert committees.
Mean
Average.
Median
Middle value when data are placed in order.
Mode
Most frequently occurring value.
Range
Highest value minus lowest value.
Standard Deviation
Measures how spread out values are around the mean.
P-value
Helps determine whether an observed result is statistically significant.
Statistical Significance vs. Clinical Significance
Statistical = unlikely due to chance; clinical = meaningful for actual patient care.
Random Error
Error that occurs by chance.
False Positive
Indicates an effect/condition exists when it actually does not.
False Negative
Fails to identify an effect/condition that actually exists.
Phenomenology
Explores lived experiences.
Ethnography
Studies cultures, communities, and behaviors.
Case Study
Investigates a specific person, group, organization, or event.
Grounded Theory
Develops a theory from patterns and themes in data.
Narrative Research
Examines stories and personal experiences.
Open-ended Questions
Allow participants to give detailed experiences and perspectives.
Qualitative Data
Words, interviews, observations, experiences, and themes.
Quantitative Data
Numbers, measurements, variables, and statistics.
Literature Review
Evaluates and synthesizes existing evidence about a problem.
Purpose of Literature Review
Identify what is known, disagreements, gaps in evidence, and what should be studied next.
Theoretical Framework
Based on an established theory.
Conceptual Framework
Shows how important concepts relate to one another.
Why Use a Framework?
Helps explain why an intervention is expected to influence an outcome.