Question: Construct a decision tree and find the expected value for the surgery using the provided Scenario's and Decision tree template picture attached to this request.

Construct a decision tree and find the expected value for the surgery using the provided Scenario's and Decision tree template picture attached to this request. Scenario 1: Ankle Fracture Decision Tree DecisionTree
In this scenario, we are deciding between performing an immediate Below-Knee Amputation (BKA) or attempting surgical debridement and antibiotics to save the ankle.
-The outcomes for both options have associated probabilities and utility values. Below is the action plan i would create that provides that best solution.
Step 1: Decision Tree Construction
Initial Decision Node: Start with the ankle fracture.
Two Branches:
Option 1: Perform immediate BKA (Below-Knee Amputation).
Option 2: Perform Surgical Debridement with antibiotics.
Step 2: List the Outcomes for Each Option
Option 1(BKA):
Outcome 1.1: Successful amputation with no further complications (probability: P1.1, utility: U1.1).
Outcome 1.2: Complications (probability: P1.2, utility: U1.2).
Option 2(Surgical Debridement):
Outcome 2.1: Complete recovery with no long-term effects (probability: P2.1, utility: U2.1).
Outcome 2.2: Minor long-term disability (probability: P2.2, utility: U2.2).
Outcome 2.3: Infection spreads, requiring BKA (probability: P2.3, utility: U2.3).
Outcome 2.4: Infection spreads, requiring AKA (Above-Knee Amputation)(probability: P2.4, utility: U2.4).
Outcome 2.5: Death due to septic complications (probability: P2.5, utility: U2.5=0).
Step 3: Fill in Probabilities and Utilities
We will now assign probabilities and utilities for each outcome based on the literature or patient preferences. For simplicity, lets assume hypothetical values:
Immediate BKA:
P1.1=0.95, U1.1=0.8
P1.2=0.05, U1.2=0.5
Surgical Debridement:
P2.1=0.6, U2.1=1.0
P2.2=0.2, U2.2=0.7
P2.3=0.1, U2.3=0.8
P2.4=0.05, U2.4=0.3
P2.5=0.05, U2.5=0
Step 4: Calculate Expected Values for Each Option
Option 1(BKA):
Expected value for BKA:
EV1=P1.1\times U1.1+P1.2\times U1.2 EV1=(0.95\times 0.8)+(0.05\times 0.5)=0.76+0.025=0.785
Option 2(Surgical Debridement):
Expected value for debridement:
EV2=P2.1\times U2.1+P2.2\times U2.2+P2.3\times U2.3+P2.4\times U2.4+P2.5\times U2.5 EV2=(0.6\times 1.0)+(0.2\times 0.7)+(0.1\times 0.8)+(0.05\times 0.3)+(0.05\times 0)EV2=0.6+0.14+0.08+0.015=0.835
Step 5: Compare the Expected Values
Option 1(BKA): Expected value =0.785
Option 2(Surgical Debridement): Expected value =0.835
Construct a decision tree and find the expected

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!