Question
The Joint Commission monitors and evaluates health care providers according to strict standards and guidelines. Improvement in the quality of care is a principal concern.
The Joint Commission monitors and evaluates health care providers according to strict standards and guidelines. Improvement in the quality of care is a principal concern. Hospitals are required to identify and monitor important quality indicators that affect patient care and establish "thresholds for evaluation" (TFEs), which are levels at which special investigation of problems should occur. TFEs provide a means of focusing attention on nonrandom errors (that is, special causes of variation). A logical way to set TFEs is through control charts.
Kirkland Hospital collects monthly data on the number of infections after surgeries. The data is shown below. Hospital administrators are concerned about whether the high percentages of infections are caused by factors other than randomness.
Month | Infections | Surgeries | Month | Infections | Surgeries | |
1 | 1 | 208 | 19 | 1 | 187 | |
2 | 3 | 225 | 20 | 2 | 252 | |
3 | 3 | 201 | 21 | 1 | 201 | |
4 | 1 | 236 | 22 | 0 | 226 | |
5 | 3 | 220 | 23 | 2 | 222 | |
6 | 1 | 244 | 24 | 2 | 212 | |
7 | 1 | 247 | 25 | 1 | 219 | |
8 | 1 | 245 | 26 | 2 | 223 | |
9 | 1 | 250 | 27 | 1 | 191 | |
10 | 0 | 227 | 28 | 3 | 222 | |
11 | 2 | 234 | 29 | 6 | 231 | |
12 | 4 | 227 | 30 | 4 | 239 | |
13 | 2 | 213 | 31 | 4 | 217 | |
14 | 1 | 212 | 32 | 5 | 241 | |
15 | 2 | 193 | 33 | 6 | 220 | |
16 | 0 | 182 | 34 | 5 | 278 | |
17 | 1 | 240 | 35 | 7 | 255 | |
18 | 1 | 230 | 36 | 4 | 225 |
Using the Excel template provided, do the following:
1. Determine the average percentage of infections.2. Construct appropriate control charts, compute the upper and lower control limits, plot the data, and determine if the process is in statistical control. Based on your analysis, what action, if any, should the hospital administrators take?3. What TFE should management use to monitor future data?
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