Which of the following is a non-parametric test?
t-test
chi-square test
ANOVA
paired t-test
The Correct Answer is B
Non-parametric tests are statistical tools used when data do not meet the assumptions of a normal distribution. These tests do not rely on parameters such as the mean or standard deviation of a population. They are often used for ordinal or nominal data or when the sample size is too small to assume normality. These methods provide a robust way to analyze data that is skewed or contains significant outliers.
Rationale:
A. The t-test is a classic parametric test used to compare the means of two independent groups. It assumes that the data follow a normal distribution and that the variances between the groups are equal. Because it relies on the calculation of a specific population parameter (the mean), it does not qualify as non-parametric. It is highly sensitive to non-normal data.
B. Chi-square test is the correct answer as it is a widely used non-parametric test for categorical data. it evaluates the difference between observed and expected frequencies rather than comparing means. It makes no assumptions about the underlying distribution of the population. This makes it ideal for analyzing proportions and associations between nominal variables in clinical research.
C. ANOVA (Analysis of Variance) is a parametric method used to compare the means of three or more groups. Like the t-test, it assumes normality and homoscedasticity (equal variance) across all groups being tested. It uses the F-statistic to determine if any group mean is significantly different. It is not suitable for data that violates parametric assumptions.
D. The paired t-test is a parametric procedure designed to compare means from the same group at two different times. It relies on the assumption that the differences between the pairs are normally distributed. Since it is a variation of the standard t-test using mean values, it is classified as parametric. It cannot be used for non-normally distributed dependent samples.
Nursing Test Bank
Naxlex Comprehensive Predictor Exams
Related Questions
Correct Answer is B
Explanation
Benign prostatic hyperplasia (BPH) is managed using medications that either relax smooth muscle or reduce prostate volume. Selective alpha-1A blockers target receptors in the bladder neck and prostate to improve urinary flow. These agents provide rapid symptomatic relief for lower urinary tract symptoms (LUTS). Unlike non-selective blockers, they have a lower incidence of systemic hypotension and syncope.
Rationale:
A. Alendronate sodium is a bisphosphonate used for the treatment and prevention of osteoporosis. It works by inhibiting osteoclast-mediated bone resorption to increase bone mineral density. It has no clinical application in the treatment of prostate disorders or the management of urinary outflow obstruction.
B. Tamsulosin hydrochloride is the generic name for Flomax. It is a selective alpha-1A adrenoceptor antagonist that relaxes the smooth muscle in the prostate and bladder neck. This relaxation decreases resistance to urinary flow, making it a first-line treatment for the obstructive symptoms of benign prostatic hyperplasia.
C. Sildenafil citrate is a phosphodiesterase-5 (PDE5) inhibitor primarily used for erectile dysfunction and pulmonary arterial hypertension. While some PDE5 inhibitors like tadalafil are approved for BPH, sildenafil is not the generic for Flomax. Its primary mechanism is increasing cGMP levels to promote vasodilation in specialized tissues.
D. Finasteride is a 5-alpha reductase inhibitor used to treat BPH and male pattern baldness. It works by preventing the conversion of testosterone to dihydrotestosterone (DHT), which eventually leads to a reduction in prostate size. While used for BPH, it belongs to a different class than Flomax.
Correct Answer is E
Explanation
The Pharmacists' Patient Care Process (PPCP) was established by the Joint Commission of Pharmacy Practitioners to standardize clinical service delivery. It incorporates a cyclical approach consisting of Collect, Assess, Plan, Implement, and Follow-up. This model aligns pharmacy practice with other healthcare professions to improve patient outcomes and safety. By utilizing a patient-centered approach, the process ensures that all medication-related needs are systematically addressed and optimized.
Rationale:
A. The PPCP provides a universal framework designed to be applicable in any practice setting, including community, hospital, or long-term care. It ensures that the core components of care are delivered regardless of the environment. This versatility allows pharmacists to adapt their clinical reasoning to diverse patient populations. Establishing a standardized workflow is the primary goal of this systematic process.
B. A key goal of the PPCP is to improve the affordability of medications by identifying unnecessary therapies and recommending cost-effective alternatives. During the "Assess" and "Plan" phases, pharmacists evaluate the economic impact of therapy on the patient. By optimizing regimens, they reduce healthcare waste and financial barriers to adherence. Improving accessibility is an essential component of comprehensive pharmaceutical care.
C. The process was specifically created to promote consistency across the profession, ensuring that every patient receives a high standard of care. Before the PPCP, pharmacy services varied greatly between individual practitioners and institutions. This standardized language and methodology help demonstrate the value of pharmacists to the broader healthcare team. Consistency is vital for achieving reproducible clinical outcomes.
D. This choice is incorrect because it excludes the promotion of professional consistency. While affordability and framework development are important, the standardization of practice is a foundational pillar of the PPCP. Omitting choice C ignores the strategic intent of the commission to unify clinical pharmacy under a single, recognized professional workflow.
E. Choices A, B and C are all correct because the PPCP is a multi-faceted initiative addressing quality, economics, and professional standards. It provides the necessary framework, enhances medication affordability through optimization, and ensures professional consistency. Together, these objectives form the basis of modern clinical practice and help integrate pharmacists as essential members of the care team.
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