In: Statistics and Probability
A community hospital is planning to expand its services to three new service lines in the medical diagnostic categories (MDC-2, MDC-19, and MDC-21). Five common resources must be allocated among these three new service lines according to which will bring the most revenue. The resources are LOS, nursing hours, radiology procedures, laboratory procedures, and operating rooms. The health care manager in charge of this expansion project obtained the average consumption patterns of these resources for each MDC from other peer institutions, and estimated the resources that can be made available (per year) for the new service lines as listed below. Based on the available information the average revenues from MDC - 2, MDC - 19, and MDC - 21 are $8,885, $ 10,143, and $12,711, respectively.
MDC-2 |
MDC-19 |
MDC-21 |
Available Resources |
3.3 |
6.1 |
4.4 |
19,710 |
3 |
5 |
4.5 |
16,200 |
0.5 |
1 |
3,000 |
|
1 |
1.5 |
3 |
6,000 |
2 |
4 |
1,040 |
1.) Which resources should be expanded and,
2.) How much additional revenue can be expected if resources are selected for expansion without violating the current solution?
ANSWER::
(OR)
5.1)
The table in the report is:
Final | Shadow | Constraint | Allowable | Allowable | ||
Cell | Name | Value | Price | R.H. Side | Increase | Decrease |
$C$16 | Length of stay | 19444 | 0 | 19710 | 1E+30 | 266 |
$C$17 | Nursing Hours | 16170 | 0 | 16200 | 1E+30 | 30 |
$C$18 | Radiology Procedures | 3000 | 10143 | 3000 | 6 | 3000 |
$C$19 | Lab. Procedures | 5280 | 0 | 6000 | 1E+30 | 720 |
$C$20 | Operating Room | 1040 | 3177.75 | 1040 | 26.66666667 | 1040 |
For the resources which have a non-negative shadow price, if we expand those resources, there will be an increase in the optimal value of the desired function by the corresponding shadow price.
Hence, Radiology procedures and operating room resources should be expanded
5.2)
Allowable increase in radiology = 6
Allowable increase in operating room = 26
Hence, increase in optimal revenue = 6*10143 + 3177.75*26
= $143479.5
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