A nurse researcher would hesitate to use non-probability sampling because:
It will require large, unmanageable sample sizes.
Informed consent must be obtained.
It will result in reduced or limited generalizability.
Sample sizes are too small for most methods of statistical analysis.
The Correct Answer is C
Choice A rationale
Non-probability sampling methods, such as convenience or purposive sampling, often result in smaller or more targeted groups rather than large, unmanageable ones. Large sample sizes are typically associated with probability sampling to ensure statistical power. Therefore, the concern regarding unmanageability is misplaced, as the real issue with non-probability methods is the lack of random selection, which compromises the representativeness of the group being studied in the research.
Choice B rationale
The requirement for informed consent is a universal ethical mandate regardless of the sampling method used in a study. Whether a researcher uses random probability sampling or non-random convenience sampling, they must still protect human subjects. Hesitation to use a specific sampling method would not stem from the need for consent, as this is a standard procedural requirement across all types of human subject research and data collection.
Choice C rationale
Generalizability is the ability to apply findings from a specific sample to the broader population. Non-probability sampling does not ensure that every member of a population has an equal chance of being selected, which introduces significant selection bias. This means the results may only reflect the characteristics of the specific individuals studied, making it scientifically risky to claim that the findings apply to other groups or the general public.
Choice D rationale
Statistical analysis can be performed on samples of various sizes, and non-probability samples are not inherently too small for math. Many qualitative and some quantitative studies use small samples effectively. However, the lack of randomness affects the validity of certain inferential statistics that assume random distribution. The primary limitation is not the ability to perform the math, but the validity of the conclusions drawn from those mathematical results.
Nursing Test Bank
Naxlex Comprehensive Predictor Exams
Related Questions
Correct Answer is D
Explanation
Choice A rationale
A research problem is a broad area of concern or a gap in knowledge that requires investigation, while a hypothesis is a specific prediction. Both are utilized across both clinical and basic research. Basic research focuses on theoretical knowledge, while clinical research focuses on applied practice, but both use problems to identify the scope of study and hypotheses to test specific variables. They are not distinguished by the type of research being conducted in this manner.
Choice B rationale
There is a significant functional difference between a research problem and a hypothesis. The research problem identifies the "what" and "why" of the study, highlighting a specific issue that needs to be addressed. The hypothesis provides a tentative, testable "answer" to that problem. One is an interrogative statement or an area of concern, while the other is a declarative statement predicting an outcome. They serve different roles in the structured scientific method.
Choice C rationale
Both research questions and hypotheses can be rooted in either practice or theory. A research question might arise from a clinical observation in nursing practice, and a hypothesis can be formulated based on an existing nursing theory to test its validity in a real-world setting. The distinction between them is not their origin in practice versus theory, but rather their grammatical structure and their role in directing the empirical testing phase of the study.
Choice D rationale
A research question or problem identifies the uncertainty or gap that the study aims to explore. The hypothesis is a formal, declarative statement that predicts the relationship between variables, essentially attempting to provide a specific, testable answer to the question posed. While the question asks if a relationship exists, the hypothesis predicts the nature of that relationship. This creates a logical bridge from the identified problem to the actual data collection and analysis process.
Correct Answer is D
Explanation
Choice A rationale
Assessing the quality of nursing education programs is typically the responsibility of accrediting bodies and academic institutions using specific educational standards. The Iowa Model is a clinical framework designed for practice settings rather than academic curriculum evaluation. While evidence-based practice is taught in schools, the model itself serves as a pragmatic guide for clinicians to translate research into bedside care, focusing on patient outcomes rather than student performance or faculty benchmarks.
Choice B rationale
Standardizing nursing interventions is an outcome of implementing evidence-based practice, but it is not the sole purpose of the Iowa Model. The model provides the pathway to reach that standardization by identifying triggers, critiquing evidence, and piloting changes. Standardization without the evidence-based process could lead to stagnant or outdated care. The Iowa Model ensures that any standardization is rooted in the best available evidence and is continuously evaluated for clinical effectiveness.
Choice C rationale
While evidence-based practice often involves interprofessional collaboration, the primary goal of the Iowa Model is not specifically to manage nurse-physician relationships. It focuses on the organizational process of moving from a clinical problem to a researched solution. Collaboration is a supportive element of the process, but the model’s structure is centered on the flow of information and the systemic implementation of change within the nursing department to improve the quality of patient care.
Choice D rationale
The Iowa Model is a widely recognized framework specifically designed to guide healthcare professionals through the process of implementing evidence-based practice. It begins with "triggers" such as clinical problems or new knowledge and leads the user through a series of steps including evidence synthesis, piloting the change, and observing results. Its primary purpose is to provide a structured, practical method for integrating research into the clinical setting to ensure patients receive the highest quality care.
Whether you are a student looking to ace your exams or a practicing nurse seeking to enhance your expertise , our nursing education contents will empower you with the confidence and competence to make a difference in the lives of patients and become a respected leader in the healthcare field.
Visit Naxlex, invest in your future and unlock endless possibilities with our unparalleled nursing education contents today
Report Wrong Answer on the Current Question
Do you disagree with the answer? If yes, what is your expected answer? Explain.
Kindly be descriptive with the issue you are facing.
