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Ensuring clinical significance in quantitative research extends beyond statistic
Ensuring clinical significance in quantitative research extends beyond statistical significance to evaluate practical implications in healthcare and nursing. Statistical significance alone determines whether observed data differences are likely due to chance, while clinical significance assesses their real-world importance (Polit & Beck, 2021; Portney & Watkins, 2015). Foundational to this assessment is the credibility and validity of the study. Methodological rigor, including robust study design, adequate sample size, and bias control, ensures findings are reliable and minimizes the risk of erroneous conclusions (Polit & Beck, 2021).
Precision in estimating effects, supported by measures such as effect size indexes (e.g., Cohen’s d) and confidence intervals, elucidates the magnitude and practical relevance of observed effects. These metrics provide clarity on the strength of relationships or differences observed, crucial for interpreting findings in clinical contexts (Portney & Watkins, 2015). Moreover, interpreting results in relation to patient outcomes is pivotal. Establishing benchmarks like the Minimal Important Change (MIC) helps determine meaningful changes from a patient-centered perspective, linking statistical findings directly to healthcare outcomes and patient well-being (Polit & Beck, 2021; Portney & Watkins, 2015).
In conclusion, ensuring clinical significance demands a holistic approach beyond statistical testing. By rigorously evaluating study credibility, estimating effects precisely, and interpreting results in the context of patient care, researchers can enhance the relevance and applicability of their findings in clinical practice and healthcare decision-making (Polit & Beck, 2021; Portney & Watkins, 2015).
References:
Polit, D. F., & Beck, C. T. (2021). Nursing Research: Generating and Assessing Evidence for Nursing Practice (11th ed.). Wolters Kluwer.
Portney, L. G., & Watkins, M. P. (2015). Foundations of Clinical Research: Applications to Evidence-Based Practice (3rd ed.). F.A. Davis Company.
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