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Decision Making - Advanced Level: strategic thinking ADVANCED

Boost your speed and accuracy with this high difficulty set 📈 worksheet. Worksheet 25 of 30 presents 20 advanced-level decision making problems. Focus on strategic thinking while practicing critical choices, decision analysis, outcome evaluation. Difficulty: complex scenarios and multi-step problems. Perfect for advanced test takers.

📝 Worksheet 25 of 30 • 20 questions • ⏱️ Estimated time: 20 minutes • 🎯 Advanced level

What you'll learn in this worksheet:
Your progress through Decision Making
Worksheet 25 of 30 (83% complete)

Question 1

Situation: A farmer with limited land can either: grow wheat (guaranteed $5000 profit), grow organic vegetables (potential $8000 profit, 40% crop failure risk), or lease land to solar company (guaranteed $6000) Considering opportunity costs, what is the best choice?
Expected value of vegetables = $8000 × 0.6 = $4800, which is less than guaranteed $5000 from wheat. Solar lease gives $6000 guaranteed, making it optimal considering risk.
decision, opportunity-cost, trade-offs

Question 2

Situation: Factory fire with 50 workers inside. You can either: try to extinguish fire (30% success, 10 minutes, saves all) or evacuate (100% success, 5 minutes, saves 40 workers). What is the best decision in this emergency situation?
Expected value: Extinguish = 50×0.3 = 15 expected saved; Evacuate = 40 guaranteed saved. Guarantee of 40 saved is better than 15 expected.
decision, emergency, crisis, time-critical

Question 3

Situation: Technology adoption decision for traditional manufacturing company Considering risk assessment, what is the most appropriate decision?
Partial automation balances risk and reward - moderate investment ($800k) with good efficiency gain (40%) and acceptable failure risk (15%). Full automation's 30% failure risk on $2M is too high for traditional company.
decision, risk, uncertainty, investment

Question 4

Scenario: Selecting a software vendor for company operations Criteria weights: Reliability (40%), Features (35%), Cost (25%) Scores: Vendor A: 9/8/7, Vendor B: 7/9/8, Vendor C: 8/7/9 Based on weighted multi-criteria evaluation, which option should be selected?
Weighted scores: A=9×0.4+8×0.35+7×0.25=3.6+2.8+1.75=8.15; B=2.8+3.15+2.0=7.95; C=3.2+2.45+2.25=7.9. Vendor A scores highest.
decision, matrix, weighted-evaluation

Question 5

Decision: Expand to international market or focus on domestic growth? Based on expected value analysis, what is the optimal strategy?
International: 25% chance of 1000 profit, 75% chance of 100 loss → EV=250-75=175. Domestic: 60% chance of 400 profit, 40% chance of 50 loss → EV=240-20=220. Domestic focus has higher expected value.
decision, sequential, probability, expected-value

Question 6

Situation: During a riot, you must decide whether to deploy tear gas on a crowd of 500 protesters (risk of injury to 50, but stop violence) or let them protest (risk of 100 injuries from violence). What is the best decision in this emergency situation?
Risk assessment: 50 injuries from tear gas vs 100 injuries from violence. Immediate deployment minimizes total harm despite short-term side effects.
decision, emergency, crisis, time-critical

Question 7

Decision: City council deciding on new affordable housing project location Considering all stakeholder impacts, what is the most ethical and practical approach?
Distributes impact across neighborhoods, reduces concentrated opposition, provides better integration with existing communities. This approach balances competing interests while prioritizing overall welfare.
decision, stakeholders, ethics, corporate

Question 8

Situation: Medical treatment decision for 75-year-old patient with heart condition Considering risk assessment, what is the most appropriate decision?
For an elderly patient, balancing success rate with mortality risk is key. Medication offers reasonable success (60%) with low mortality (5%), avoiding surgical risks while providing meaningful improvement.
decision, risk, uncertainty, investment

Question 9

Decision: Accept job offer immediately or negotiate with current employer? Based on expected value analysis, what is the optimal strategy?
Accept: guaranteed 25% raise. Negotiate: 50% chance of 15% raise, 50% chance of 0% raise → expected = 7.5% raise. Guaranteed 25% > expected 7.5%.
decision, sequential, probability, expected-value

Question 10

Situation: A farmer with limited land can either: grow wheat (guaranteed $5000 profit), grow organic vegetables (potential $8000 profit, 40% crop failure risk), or lease land to solar company (guaranteed $6000) Considering opportunity costs, what is the best choice?
Expected value of vegetables = $8000 × 0.6 = $4800, which is less than guaranteed $5000 from wheat. Solar lease gives $6000 guaranteed, making it optimal considering risk.
decision, opportunity-cost, trade-offs

Question 11

Situation: Sarah has $10,000 to either: pay off credit card debt (12% interest), invest in stock market (expected 10% return), or put in savings account (2% interest) Considering opportunity costs, what is the best choice?
Paying off 12% debt provides guaranteed 12% 'return' (interest saved), which exceeds the expected 10% stock market return and is risk-free. The opportunity cost of not paying debt is 12% interest accrual.
decision, opportunity-cost, trade-offs

Question 12

Decision: Expand to international market or focus on domestic growth? Based on expected value analysis, what is the optimal strategy?
International: 25% chance of 1000 profit, 75% chance of 100 loss → EV=250-75=175. Domestic: 60% chance of 400 profit, 40% chance of 50 loss → EV=240-20=220. Domestic focus has higher expected value.
decision, sequential, probability, expected-value

Question 13

Situation: Technology adoption decision for traditional manufacturing company Considering risk assessment, what is the most appropriate decision?
Partial automation balances risk and reward - moderate investment ($800k) with good efficiency gain (40%) and acceptable failure risk (15%). Full automation's 30% failure risk on $2M is too high for traditional company.
decision, risk, uncertainty, investment

Question 14

Situation: Medical treatment decision for 75-year-old patient with heart condition Considering risk assessment, what is the most appropriate decision?
For an elderly patient, balancing success rate with mortality risk is key. Medication offers reasonable success (60%) with low mortality (5%), avoiding surgical risks while providing meaningful improvement.
decision, risk, uncertainty, investment

Question 15

Situation: A farmer with limited land can either: grow wheat (guaranteed $5000 profit), grow organic vegetables (potential $8000 profit, 40% crop failure risk), or lease land to solar company (guaranteed $6000) Considering opportunity costs, what is the best choice?
Expected value of vegetables = $8000 × 0.6 = $4800, which is less than guaranteed $5000 from wheat. Solar lease gives $6000 guaranteed, making it optimal considering risk.
decision, opportunity-cost, trade-offs

Question 16

Scenario: Choosing a location for new factory Criteria weights: Labor costs (25%), Logistics (25%), Tax incentives (20%), Skilled workforce (20%), Energy costs (10%) Scores: Location X: 8/7/9/6/8, Location Y: 6/8/7/9/7, Location Z: 7/9/6/8/9 Based on weighted multi-criteria evaluation, which option should be selected?
X=2.0+1.75+1.8+1.2+0.8=7.55; Y=1.5+2.0+1.4+1.8+0.7=7.4; Z=1.75+2.25+1.2+1.6+0.9=7.7. Location Z scores highest.
decision, matrix, weighted-evaluation

Question 17

Situation: A family needs to choose between buying a house in Suburb A (good schools, long commute) or Suburb B (shorter commute, average schools). What should be the primary criterion for this decision?
For a family decision, children's long-term development typically takes priority over convenience factors. Education quality has lasting impact on children's future opportunities.
decision, criteria, priorities

Question 18

Scenario: Selecting employee benefits package Criteria weights: Employee satisfaction (35%), Cost to company (30%), Retention impact (25%), Administrative ease (10%) Scores: Health focus: 9/5/8/7, Retirement focus: 6/8/7/8, Work-life balance: 8/7/9/6 Based on weighted multi-criteria evaluation, which option should be selected?
Health=3.15+1.5+2.0+0.7=7.35; Retirement=2.1+2.4+1.75+0.8=7.05; Work-life=2.8+2.1+2.25+0.6=7.75. Work-life package optimizes across criteria.
decision, matrix, weighted-evaluation

Question 19

Situation: Investment decision for conservative investor nearing retirement (5 years from retirement) Considering risk assessment, what is the most appropriate decision?
For a conservative investor nearing retirement, capital preservation is paramount. Government bonds provide guaranteed returns with zero loss risk, aligning with the short time horizon and risk tolerance.
decision, risk, uncertainty, investment

Question 20

Scenario: Selecting a candidate for promotion Criteria weights: Technical skills (30%), Leadership (30%), Experience (25%), Cultural fit (15%) Scores: Candidate P: 9/7/8/8, Candidate Q: 7/9/7/7, Candidate R: 8/8/9/9 Based on weighted multi-criteria evaluation, which option should be selected?
P=2.7+2.1+2.0+1.2=8.0; Q=2.1+2.7+1.75+1.05=7.6; R=2.4+2.4+2.25+1.35=8.4. Candidate R scores highest across all criteria.
decision, matrix, weighted-evaluation
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