Hogan Business Reasoning Inventory Assessment — Questions and Answers

Question 1: The stacked bar chart displays the revenue composition for three different product lines over four years. A key business objective is to grow the revenue share of 'New Ventures'. In which year did 'New Ventures' first account for more than 25% of the total annual revenue? [A stacked bar chart for years 2021, 2022, 2023, 2024. Total revenue for each year is the top of the bar. The bars are composed of three segments from bottom to top: 'Core Products', 'Services', 'New Ventures'. 2021: Total $10M (Core $7M, Services $2M, New Ventures $1M) 2022: Total $12M (Core $7.5M, Services $2.5M, New Ventures $2M) 2023: Total $15M (Core $9M, Services $3M, New Ventures $3M) 2024: Total $18M (Core $10M, Services $3.5M, New Ventures $4.5M)]

2024 (Correct answer)
2023
2021
2022

Correct answer: 2024

To solve this, calculate the percentage of total revenue for 'New Ventures' for each year. 2021: ($1M / $10M) = 10%. 2022: ($2M / $12M) = 16.7%. 2023: ($3M / $15M) = 20%. 2024: ($4.5M / $18M) = 25%. Therefore, 2024 is the first year where the revenue from 'New Ventures' reached 25% of the total.

Question 2: A marketing team uses a funnel chart to track their online lead generation process. The stages and the number of individuals at each stage are: 1. Saw Ad (50,000), 2. Clicked Ad (5,000), 3. Visited Landing Page (4,800), 4. Submitted Info Form (600), 5. Became Qualified Lead (450). Between which two consecutive stages is the percentage drop-off most significant, indicating the biggest bottleneck?

Submitted Info Form to Became Qualified Lead
Visited Landing Page to Submitted Info Form (Correct answer)
Clicked Ad to Visited Landing Page
Saw Ad to Clicked Ad

Correct answer: Visited Landing Page to Submitted Info Form

Funnel charts are used to identify bottlenecks by showing where the largest drop-offs occur in a process. To find the biggest bottleneck, calculate the percentage drop from each stage to the next: - Saw Ad to Clicked Ad: (50,000 -> 5,000) is a 90% drop. - Clicked Ad to Visited Landing Page: (5,000 -> 4,800) is a 4% drop. - Visited Landing Page to Submitted Info Form: (4,800 -> 600) is an 87.5% drop. - Submitted Info Form to Became Qualified Lead: (600 -> 450) is a 25% drop. While the initial drop from seeing the ad to clicking it is numerically large, the question asks about consecutive stages in the active process. Of those who showed interest by visiting the landing page, the vast majority (87.5%) failed to submit the form, making this the most significant bottleneck in the conversion process.

Question 3: When analyzing a passage for verbal reasoning, what is the first step you should take?

Rewrite the passage in your own words
Identify the main idea and supporting details (Correct answer)
Look for numerical data
Skim the passage quickly without reading details

Correct answer: Identify the main idea and supporting details

When analyzing a passage for verbal reasoning, the most crucial first step is to identify the main idea and the supporting details. This foundational understanding allows you to grasp the core message and the evidence provided, which is essential for accurate comprehension, analysis, and drawing logical inferences from the text. Without this, subsequent steps like evaluating arguments or answering specific questions would be difficult.

Question 4: A company cuts its training budget by 30% to reduce costs. Over the following year, defect rates in production increase by 20%. What is the most reasonable causal inference?

Defect rates increased due to unrelated equipment failures
Reduced training likely degraded worker skill levels, causing more defects (Correct answer)
Training budget cuts always improve productivity
The 20% defect increase is within acceptable variance

Correct answer: Reduced training likely degraded worker skill levels, causing more defects

Reduced training reduces employee competency, making process errors and defects more likely.

Question 5: A company is experiencing a 15% decline in sales for its flagship product. The marketing team attributes this to low brand awareness and proposes a major advertising campaign. The sales team reports losing deals to a lower-priced competitor and requests a price cut. The R&D department suggests the product is outdated and needs new features. What is the most critical first step the leadership team should take to strategically identify the problem?

Authorize the R&D team to begin developing new features to stay competitive.
Implement a temporary price reduction to immediately address the competitor's advantage.
Approve the advertising campaign to quickly boost visibility and brand recall.
Conduct market research to understand why customers are no longer buying the product. (Correct answer)

Correct answer: Conduct market research to understand why customers are no longer buying the product.

Strategic problem identification requires diagnosing the root cause before committing to a solution. The different departments are proposing solutions based on symptoms (low sales) from their own perspectives. The most critical first step is to gather objective data from the market to understand the true reason for the sales decline, which will then inform the correct strategic response.

Question 6: A project manager is tracking the efficiency of two production teams. The graph below shows the number of units produced per hour by each team over a 5-week period. Based on the trend shown, which conclusion is most reasonable? [A line graph with Week 1 to Week 5 on the x-axis. 'Team A' line starts at 20 units/hr, increases steadily to 22, 25, 28, and ends at 30. 'Team B' line starts at 28 units/hr, decreases to 27, 26, 25, and ends at 24.]

Team B is consistently the more productive team.
Both teams will have the same productivity level in Week 6.
Team A's productivity is improving while Team B's is declining. (Correct answer)
Team A has a higher average productivity than Team B over the 5 weeks.

Correct answer: Team A's productivity is improving while Team B's is declining.

The graph clearly shows a positive, upward trend for Team A, whose units per hour consistently increase each week. Conversely, Team B shows a negative, downward trend, as their production rate decreases each week. Therefore, the most reasonable conclusion is that Team A's productivity is improving and Team B's is declining.

Question 7: How can brainstorming be useful in the problem-solving process?

It limits the number of ideas to the most obvious ones
It ensures that only one solution is considered
It provides a way to avoid making decisions
It encourages creative thinking and generates a variety of potential solutions (Correct answer)

Correct answer: It encourages creative thinking and generates a variety of potential solutions

Brainstorming is a highly effective technique in the problem-solving process because it fosters an environment for creative thinking and the generation of a wide range of ideas. By encouraging participants to suggest any solution without immediate judgment, it helps uncover innovative and diverse approaches to a problem. This broad collection of ideas increases the likelihood of finding an optimal and effective solution.

Question 8: A warehouse uses a specific process for fulfilling high-priority orders: 1) Pick the item from the shelf, 2) Scan the item into the inventory system, 3) Place the item in the designated packing station bin, 4) Generate the shipping label. A manager discovers that several high-priority items are physically at the packing stations but do not have shipping labels and are not registered as ready-to-ship in the system. Based on this outcome, which step in the process was most likely skipped by the warehouse staff?

Step 3: Place the item in the designated packing station bin.
Step 1: Pick the item from the shelf.
Step 2: Scan the item into the inventory system. (Correct answer)
Step 4: Generate the shipping label.

Correct answer: Step 2: Scan the item into the inventory system.

The evidence shows the items were physically picked (Step 1) and moved to the correct location (Step 3). The problem is that the system is unaware of this progress, preventing the shipping label from being generated (the symptom described in Step 4). Therefore, the most logical failure point is Step 2, the scan that updates the system.

Question 9: A team proposes that customer lifetime value (CLV) is declining. Which evidence best supports this claim?

Customer service call volume increased last month
Acquisition costs have risen by 12% this year
A competitor was seen reducing prices
Average revenue per customer in year 3 fell from $4,200 to $3,800 across three consecutive cohorts (Correct answer)

Correct answer: Average revenue per customer in year 3 fell from $4,200 to $3,800 across three consecutive cohorts

A consistent drop in revenue per customer across multiple cohorts over multiple years is direct, quantified evidence of declining CLV.

Question 10: A manager is analyzing a combination chart that displays 'Monthly Unit Sales' as vertical bars and the 'Customer Satisfaction Score' (CSAT) for that month as an overlaid line. A major product update was released at the beginning of March. The chart shows that from March to July, the sales bars increased significantly, while the CSAT line showed a sharp and sustained decrease. Which of the following is the most reasonable business inference?

Higher sales are always associated with lower customer satisfaction.
The product update was a complete failure and should be reversed immediately.
The data is unrelated, and the simultaneous change is purely a coincidence.
While the product update boosted sales, it may have introduced issues that negatively impacted customer satisfaction, requiring further investigation. (Correct answer)

Correct answer: While the product update boosted sales, it may have introduced issues that negatively impacted customer satisfaction, requiring further investigation.

A combination chart is used to show the relationship between different data types. The opposing trends after the product update—increased sales and decreased satisfaction—suggest a correlation. The most logical business conclusion is not to assume causation but to recognize the connection and investigate why the update might have caused issues for customers (e.g., bugs, difficult new features) despite being popular in terms of sales.

Question 11: Which of the following is the most effective problem statement for a strategic business initiative?

Our Q3 customer churn rate increased by 5%, directly impacting quarterly revenue projections by $200k, because of negative feedback regarding post-sale support. (Correct answer)
We should implement a new CRM system to improve sales team efficiency.
We need to increase our company's profits by 15% next year.
The marketing department must launch a new social media campaign.

Correct answer: Our Q3 customer churn rate increased by 5%, directly impacting quarterly revenue projections by $200k, because of negative feedback regarding post-sale support.

An effective strategic problem statement is specific, measurable, identifies a potential root cause, and outlines the business impact. Choice C quantifies the problem (5% churn), states the impact ($200k), and points to a likely cause (post-sale support). Choice A is a goal, not a problem statement. Choices B and D are proposed solutions, not definitions of a problem.

Question 12: A manager makes the following argument during a strategy meeting: 'We have to either cut the R&D budget by 50% or lay off the entire marketing team. There are no other options to meet our financial targets.' This statement is a prime example of which logical fallacy?

False Dichotomy (Correct answer)
Post Hoc Ergo Propter Hoc
Slippery Slope
Appeal to Authority

Correct answer: False Dichotomy

This is a 'False Dichotomy' (or False Dilemma). The manager presents only two extreme and undesirable options as the only possibilities, when in reality, there are likely many other ways to meet financial targets, such as moderate cuts across multiple departments, renegotiating vendor contracts, or exploring new revenue streams.

Question 13: A manager is evaluating a new software implementation. The project lead states, 'The rollout will either be on-time or over-budget, but not both.' If the project lead's statement is true, which of the following scenarios is impossible?

The rollout is late and over-budget.
The rollout is on-time and under-budget.
The rollout is on-time and over-budget. (Correct answer)
The rollout is late and under-budget.

Correct answer: The rollout is on-time and over-budget.

The statement 'either...or..., but not both' establishes an exclusive disjunction. This means only one of the two conditions (on-time, over-budget) can be true. The option where the rollout is both 'on-time' and 'over-budget' directly contradicts the 'but not both' part of the premise, making it the impossible scenario.

Question 14: A division head argues against budget cuts by saying: 'If you cut our budget, morale will drop, then turnover will spike, then we'll lose institutional knowledge, and ultimately the whole company will fail.' This type of reasoning is known as:

Ad hominem
False dichotomy
Slippery slope (Correct answer)
Appeal to authority

Correct answer: Slippery slope

A slippery slope argument chains a series of speculative consequences without demonstrating that each step necessarily leads to the next.

Question 15: What is a primary focus of Leadership Development in the context of the Hogan Business Reasoning Inventory?

Developing advanced technical skills
Increasing physical fitness
Enhancing the ability to make sound business decisions and solve problems (Correct answer)
Improving handwriting and clerical skills

Correct answer: Enhancing the ability to make sound business decisions and solve problems

In the context of the Hogan Business Reasoning Inventory, Leadership Development primarily focuses on enhancing a leader's cognitive abilities to make sound business decisions and effectively solve complex problems. The HBRI assesses reasoning skills that are critical for strategic thinking, planning, and navigating challenges inherent in leadership roles. These cognitive strengths enable leaders to guide their teams and organizations toward success.

Question 16: A law firm notices that cases handled by senior partners have a higher success rate than those handled by junior associates. A client demands to work with a senior partner for this reason. What alternative explanation should be considered?

Client preference is the only factor that determines case outcomes
Senior partners may be assigned more straightforward or higher-probability cases, creating a selection bias (Correct answer)
Senior partners are always better lawyers than junior associates
Junior associates should handle all cases to improve their skills

Correct answer: Senior partners may be assigned more straightforward or higher-probability cases, creating a selection bias

Selection bias — senior partners being assigned stronger cases — is a common confound that inflates their apparent success rate.

Question 17: Which argument is logically valid?

All our clients are profitable; Smith Co. is profitable; therefore Smith Co. is our client
Some managers are leaders; Jones is a leader; therefore Jones is a manager
All regulated industries require compliance reports; healthcare is a regulated industry; therefore healthcare requires compliance reports (Correct answer)
No startups have formal HR; TechCo has formal HR; therefore TechCo is not a startup

Correct answer: All regulated industries require compliance reports; healthcare is a regulated industry; therefore healthcare requires compliance reports

This follows a valid deductive structure: universal premise → classification → valid conclusion, with no logical gaps.

Question 18: A marketing manager runs a small focus group with five customers from the same city to get feedback on a new product logo. Based on their negative feedback, the manager immediately decides to halt the nationwide product launch to redesign the logo. This decision-making process is most vulnerable to which logical fallacy?

Ad Hominem
Appeal to Tradition
False Dichotomy
Hasty Generalization (Correct answer)

Correct answer: Hasty Generalization

This is a 'Hasty Generalization'. The manager is drawing a broad conclusion about the entire nationwide customer base from a very small and geographically limited sample. The feedback from five people in one city is not sufficient evidence to make a major strategic decision for a national launch.

Question 19: Which of the following best describes an inference in verbal reasoning?

A numerical value derived from the text
A logical conclusion drawn from the information provided (Correct answer)
An opinion that is unrelated to the passage
A statement that is directly stated in the passage

Correct answer: A logical conclusion drawn from the information provided

An inference in verbal reasoning is a logical conclusion drawn from the information provided in a passage, rather than a statement directly stated. It requires the reader to use reasoning and evidence to understand implied meanings or consequences. This skill is vital for comprehending complex texts and making informed judgments beyond surface-level information.

Question 20: A company reports: 'Satisfaction scores rose after we introduced free coffee.' A skeptic says this proves nothing about satisfaction drivers. The skeptic's position is best supported by which observation?

Employees already had access to vending machines
Some employees do not drink coffee
Coffee is too expensive to sustain as a benefit
The company also reduced meeting frequency and redesigned workspaces at the same time (Correct answer)

Correct answer: The company also reduced meeting frequency and redesigned workspaces at the same time

Concurrent changes (fewer meetings, redesigned workspaces) are confounding variables that make it impossible to attribute satisfaction gains to coffee alone.

Question 21: A retail store purchases jackets for $45 each and sells them for $75. During a sale, the remaining 50 jackets are discounted by 20%. What is the total profit earned on these 50 jackets if they all sell at the discounted price?

$750 (Correct answer)
$3,000
$900
$1,500

Correct answer: $750

First, calculate the discounted selling price. The original price is $75. A 20% discount is $75 * 0.20 = $15. The discounted price is $75 - $15 = $60. Next, calculate the profit per jacket at the discounted price: $60 (sale price) - $45 (cost) = $15 profit per jacket. Finally, calculate the total profit for the 50 jackets sold: 50 jackets * $15/jacket = $750.

Question 22: A department head, when presented with a data-driven proposal for a new workflow from a junior analyst, dismisses the idea by stating, 'You've only been with this company for a year. You don't have the experience to understand our complex needs.' Which logical fallacy is the department head using?

Hasty Generalization
Straw Man
Ad Hominem (Correct answer)
Appeal to Tradition

Correct answer: Ad Hominem

The department head is committing an 'Ad Hominem' fallacy. Instead of addressing the merits, data, and logic of the proposal itself, they are attacking the analyst's character or attributes (in this case, their short tenure and alleged lack of experience) to discredit the argument.

Question 23: How does effective problem-solving contribute to leadership development?

It allows leaders to delegate all tasks to others
It ensures leaders never make mistakes
It eliminates the need for team collaboration
It builds trust and credibility among team members (Correct answer)

Correct answer: It builds trust and credibility among team members

Effective problem-solving significantly contributes to leadership development by building trust and credibility among team members. When leaders consistently demonstrate the ability to identify issues, navigate challenges, and implement successful solutions, their teams gain confidence in their judgment and leadership. This fosters a more reliable and productive work environment.

Question 24: Complete the analogy: CEO is to Company as General is to ________.

Army (Correct answer)
Victory
Strategy
Soldier

Correct answer: Army

The relationship in the analogy is one of leadership over an entire organization. A CEO is the head of a Company, and a General is the head of an Army. The other options represent parts of the whole (Soldier), an outcome (Victory), or a tool used by the leader (Strategy), but not the organization itself.

Hogan Business Reasoning Inventory Assessment

The HBRI (Hogan Business Reasoning Inventory) is a cognitive ability assessment measuring strategic reasoning through qualitative and quantitative problem-solving, used for leadership selection and development.

Questions

30 min

Time Limit

70%

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These practice questions were written with AI tools. They are not real exam questions. Exam facts are checked against the official sources listed below. Not reviewed by a subject-matter expert. Editorial policy

Sources & references

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