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Difference between clinical and statistical significance essay assignment
The study results obtained from the clinical research, which are statistically significant, can be inappropriately interpreted as clinically important. Thus, it is essential to understand the difference between statistical significance and clinical significance as they are entirely different concepts. while clinical signs indicate the impacts of study results on clinical practice while the statistical
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The clinical significance is interpreted as the magnitude of the actual treatment effect, indicating whether the study results affect current medical practice. In practice, a clinical significance ought to indicate the scope of change, the period through which the effects last, whether a real difference occurs in the lives of the patients as a result of its implementation, ease of implementation, and cost-effectiveness. The clinical significance of an intervention is often based on the judgment of the clinician. The statistical significance, on the other hand, quantifies the probability of the study results being due to chance. It is frequently measured using a P-Value. The probability of the p-value indicates that the study results are due to random occurrence rather than the actual treatment effects. The p-value is often set at 0.05 (Schober et al.,2018).
The sample size of a study greatly affects the statistical significance such that treatments effects can appear statistically significant when using large sample sizes. Therefore, the clinician needs to determine carefully whether this statistical significance is clinically essential(Sharma,2021). For my evidence-based project, the clinical significance will be critical in interpreting the study results. The utilization of services such as medication, supportive services, and behavioral therapies are critical in addressing substance abuse. These interventions facilitate improvement of the functional and health symptoms and lower the symptoms. understanding whether the patients have improved in a meaningful manner is necessary to make changes on clinical decisions regarding treatments and interventions.
Not all EBP projects result in statistically significant results. Define clinical significance, and explain the difference between clinical and statistical significance. How can you use clinical significance to support positive outcomes in your project?
Using 200-300 words APA format with at least two references. Sources must be published within the last 5 years. There should be a mix between research and your reflections. Add critical thinking in the posts along with research. Apply the material in a substantial way
