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34<br />

Smith et al. 2005<br />

ACC/AHA/SCAI Practice Guidelines<br />

ACC - www.acc.org<br />

AHA - www.americanheart.org<br />

SCAI - www.scai.org<br />

Figure 3. Plot of an actual adverse event rate of 2% over a procedure number range from 25 to 400. The horizontal line at 0.02 represents<br />

the actual adverse event rate. The curved lines above and below the horizontal line represent the upper and lower bounds<br />

of the 95% confidence interval of the estimate of the adverse event rate. Note that as the number of procedures decreases, the<br />

range between the upper and lower bounds increases, which indicates lack of stability of any adverse event rate estimate at procedure<br />

numbers below 200.<br />

Furthermore, valid assessment of an operator’s or an institution’s<br />

actual adverse event rate becomes problematic if the<br />

number of procedures available for analysis is small. The statistical<br />

basis for this issue is illustrated in Figures 3 and 4.<br />

Figure 3 plots the upper and lower 95% CI bounds of an<br />

observed adverse event rate of 2% (1 adverse event per 50<br />

procedures) as a function of the number of procedures available<br />

for analysis. It demonstrates that if only 50 cases are<br />

available, the upper bound of the confidence interval is<br />

10.6%. Thus, if 50 cases are performed with 1 adverse event,<br />

it is possible that the true adverse event rate is as high as<br />

10.6%. However, it is also possible that it is as low as 0.05%.<br />

The upper-bound value decreases as the number of cases<br />

increases such that if 400 cases are available, it is only 3.9%.<br />

If only a small number of cases are available, even if no<br />

adverse events occur, it may be difficult to exclude that an<br />

increased risk of adverse events exists. Figure 4 plots the<br />

upper bound of the 95% CI for very low numbers of cases<br />

Figure 4. Plot of an actual complication rate of 0% over a procedure number range from 10 to 100. The format is similar to Figure<br />

3. The horizontal line at 0 represents the actual complication rate. The curved line above the horizontal line represents the upper<br />

bound of the 95% confidence interval of the estimate of the complication rate. Note that if 50 procedures are performed without a<br />

complication, the upper bound of the 95% confidence interval of the estimated rate is 6%.

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