A 40-year-old man with acute myocardial infarction is admitted to a community hospital's cardiac care unit. He receives timely reperfusion therapy and is discharged after an uncomplicated 3-day hospitalization. The hospital's quality improvement team reviews the past 2 years of in-hospital mortality data for acute MI patients and finds a rate of 3.1% compared to the national benchmark of 2.8% (p = 0.18). The hospital administrator, concerned about the hospital's reputation, requests that the team immediately implement new protocols and purchase expensive cardiac monitoring equipment to improve outcomes. Which of the following best represents the appropriate next step based on principles of statistical quality control and process improvement?
- A)Implement the new protocols and equipment immediately, as any difference from the national benchmark warrants intervention regardless of statistical significance
- B)Recognize that the observed difference is likely due to random variation and focus improvement efforts only on identified special cause variation with statistical significanceGABARITO
- C)Repeat the analysis monthly and implement interventions as soon as statistical significance (p < 0.05) is achieved, even if based on small sample sizes
- D)Eliminate the collection of mortality data to avoid unfavorable comparisons that create pressure from administration
- E)Increase the sample size by including data from 5 years or more to determine whether a true difference exists before considering any interventions
Explicação
In statistical process control (a cornerstone of quality improvement), special cause variation (non-random, assignable causes) must be distinguished from common cause variation (random fluctuation). With p = 0.18, the observed difference is not statistically s... Ver explicação completa e trilha adaptativa →