Concept: Statistical Analysis of Mean Waiting Times
Last Updated: 1999-11-18
Estimating Waiting Time for Elective Surgery
Administrative data contain a history of contacts in the period before surgery. The
to the operating surgeon occurs in a high proportion of cases and makes sense to most clinicians as being the beginning of the wait for surgery. Using the preoperative visit as a marker to monitor waiting times is subject to several limitations including admission status, consideration of multiple procedures, and multiple preoperative visits.
Mean analysis is powerful and statistically sensitive. The mean waiting time can be adjusted for other factors in making comparisons. Mean wait time can be used to assess waiting time beyond the median value and to assess variations in the observed data. A major drawback of using the mean is that it is sensitive to outliers. It is necessary to separate unusual waiting times based on Tukey's robust outlier detection method.
Under this method, the
interquartile range (IQR)
is defined as the difference between the 25th and 75th percentile. An outlier is defined as being a value which is greater than
[3*IQR] + 75th percentile
or less than
[3*IQR] - 25th percentile.
These upper and lower bounds are created using the conservative [3*IQR] (95% confidence level) to assure robust comparisons of the mean waiting times, uninfluenced by extreme values.
Compare means by formal hypothesis testing at 5% level of significance for differences in mean waiting times based on year, gender, region, and socioeconomic status.
- Anderson GF, Black D, Dunn E, Alonso J, Christian-Norregard J, Fulmer-Anderson T, Bernth-Petersen P. Willingness to pay to shorten individual waiting time on waiting lists for cataract surgery. Health Affairs (Millwood) 1997;16(5):181-190. [Abstract] (View)
- De Coster C, Carriere KC, Peterson S, Walld R, MacWilliam L. Surgical Waiting Times in Manitoba. Winnipeg, MB: Manitoba Centre for Health Policy and Evaluation, 1998. [Report] [Summary] (View)
- De Coster C, Carriere KC, Peterson S, Walld R, MacWilliam L. Waiting times for surgical procedures. Medical Care 1999;37(6 Suppl):JS187-JS205. [Abstract] (View)
Manitoba Centre for Health Policy
Community Health Sciences, Max Rady College of Medicine,
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University of Manitoba
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