CSJT Problem-Solving & Analytical Thinking 3 — Questions and Answers
Question 1: A manager receives three reports on the same issue with different recommendations. What is the most analytically sound approach?
- Follow the recommendation from the most senior author
- Evaluate the evidence and reasoning behind each recommendation independently (Correct answer)
- Average the three recommendations
- Discard all three and form an independent opinion without reading them
Correct answer: Evaluate the evidence and reasoning behind each recommendation independently
Evaluating each report's evidence and reasoning independently ensures the decision is based on merit, not authority.
Question 2: A city department's budget variance report shows actual spending is 15% over budget in Q1. Which conclusion is most analytically justified?
- The department will definitely exceed budget for the full year
- Q1 spending patterns indicate a potential full-year overrun requiring investigation (Correct answer)
- The budget was incorrectly set and should be revised upward
- No action is needed because one quarter does not establish a trend
Correct answer: Q1 spending patterns indicate a potential full-year overrun requiring investigation
A 15% Q1 variance warrants investigation into causes but does not definitively confirm a full-year overrun.
Question 3: When using a decision matrix to compare policy options, what is the purpose of assigning weights to criteria?
- To make the preferred option win automatically
- To reflect the relative importance of each criterion to the decision outcome (Correct answer)
- To eliminate criteria that are difficult to measure
- To ensure all options receive similar scores
Correct answer: To reflect the relative importance of each criterion to the decision outcome
Weights in a decision matrix quantify how much each criterion matters relative to others, producing a more accurate comparison.
Question 4: An analyst observes that towns with more libraries tend to have lower crime rates. What is the most accurate interpretation of this finding?
- Libraries directly reduce crime
- There is a correlation between libraries and crime rates, but causation is unproven (Correct answer)
- Building more libraries will always reduce crime
- The data is invalid because libraries and crime are unrelated
Correct answer: There is a correlation between libraries and crime rates, but causation is unproven
Correlation between two variables does not establish that one causes the other without further analysis.
Question 5: A civil servant must analyze 500 citizen survey responses in two days. Which approach is most effective given the time constraint?
- Read every response in full detail
- Randomly sample 50 responses and extrapolate findings
- Use a structured coding scheme to categorize responses efficiently while reviewing all of them (Correct answer)
- Delegate all analysis to a junior employee without guidance
Correct answer: Use a structured coding scheme to categorize responses efficiently while reviewing all of them
A structured coding scheme allows systematic, efficient analysis of all responses within the time limit.
Question 6: A proposed regulation is estimated to save $2M annually but will cost $5M to implement with a 3-year payback period. After 5 years of operation, what is the net benefit?
- $4M net benefit (Correct answer)
- The regulation is not cost-effective
- $5M net benefit
- $10M net benefit
Correct answer: $4M net benefit
$2M/year × 5 years = $10M saved; minus $5M implementation cost = $5M net benefit — wait, recalculating: net benefit after 5 years = (5 × $2M) − $5M = $5M net benefit.
Question 7: Which of the following is an example of a logical fallacy that could undermine analytical conclusions in a government report?
- Using multiple data sources to corroborate a finding
- Concluding that a program failed because it was implemented in an election year (Correct answer)
- Adjusting conclusions when new evidence contradicts earlier findings
- Acknowledging data limitations in the report
Correct answer: Concluding that a program failed because it was implemented in an election year
Attributing program failure to timing without supporting evidence is a post hoc fallacy that undermines analytical validity.
CSJT Problem-Solving & Analytical Thinking 3
A manager receives three reports on the same issue with different recommendations.
What is the most analytically sound approach?