IIBA CBDA practice materials Questions Answers

Exam Code:
CBDA
Exam Name:
Certification in Business Data Analytics Exam
Last Update:
Jun 01,2026

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IIBA CBDA Questions for IIBA Specialized Business Analysis Certifications Certification Exam 2026

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Page: 1 / 31
Total Questions: 152

Questions & Answers PDF

• Question 1

  

  Based on the results of a recently completed analytics initiative, the Human Resource department for a major department store implemented a change to its hiring practice to address the attrition rates of its sales associates. The new policy stated that candidates applying for sales positions must possess at least 3 years of relevant sales experience to be considered. After implementing the change, attrition rates are 10% higher and management is frustrated. Which of the following could result in this outcome?

  • The results of analysis have been incorrectly interpreted
  • Sales experience is not a relevant skill
  • Analytics is not helpful given this situation
  • The change proposed is not aligned to company strategy

  Reveal Answer Answer: D Next Question

• Question 2

  

  An organization has a customer database of 3000 customers and has accumulated 5 years of sales dat

  • They want to make decisions about which products to retire and which to continue to offer. Management has turned to the analytics team to analyze the data and provide recommendations. The analytics team develops a survey to send to randomly selected customers. This is an example of:
  • Data Wrangling
  • Data Manipulation
  • Data Grouping
  • Data Sampling

  Reveal Answer Answer: D Next Question

• Question 3

  

  The results for a certification exam were revealed in percentage and percentile. How would you infer the results for an attendee at: 75%, 90th percentile?

  • While the attendee's exam score was 90/100. the attendee did better than 75% of the attendees
  • While the attendee's exam score was 90/100. the attendee did better than 25% of the attendees
  • While the attendee's exam score was 75/100. the attendee did better than 10% of the attendees
  • While the attendee's exam score was 75/100. the attendee did better than 90% of the attendees

  Reveal Answer Answer: D Next Question

• Question 4

  

  The results of the data analytics work led to some clear and strongly supported outcomes and the analytics team is very confident in their recommendations; particularly given that the payback on the required changes are a short 3 months. However, there is concern because the organization operates in a highly regulated environment and some new regulatory changes are being considered with announcements and implementation in the next 6 months. Under these conditions the team decides to:

  • Recommend no action be taken at this time and revisit in 6 months
  • Reassess their results to ensure their validity and then decide what to do
  • Identify and carefully document assumptions for their recommendation
  • Postpone recommendations for 6 months until the announcements are made

  Reveal Answer Answer: C Next Question

• Question 5

  

  While creating a dataset for analysis, the analyst reviews the data collected and finds a large percentage of records are missing values. Which activity would the analyst perform in order to use this dataset?

  • Clustering
  • Scale validation
  • Weighting
  • Factor analysis

  Reveal Answer Answer: C Next Question

• Question 6

  

  To support their recommendation, the analytics team has identified investment and resources required to implement. The team has also identified key activities and events that are required to transition the organization through various stages to the future state. This information is clearly articulated in the:

  • Risk assessment
  • Gap analysis
  • Change strategy
  • Gantt chart

  Reveal Answer Answer: C Next Question

• Question 7

  

  A fashion retailer is developing a new line of luxury handbags and would like to evaluate their target market and pricing. After an extensive evaluation based on product features, their target market, and pricing of competitor products, the analytics team has come up with a pricing proposal. On presenting the results, the management team is of the opinion that additional analysis was required before making a decision. What type of additional analysis will help the management team make a decision on pricing?

  • How diverse are the competitors- product portfolios?
  • How can we broaden the target market?
  • How can costs be reduced to improve the profit margin?
  • What is the breakeven point before profits are generated?

  Reveal Answer Answer: D Next Question

• Question 8

  

  There were 7 students enrolled in the Introduction to Artificial Intelligence course. The scores from the final exam were as follows: 64, 70. 80, 80, 90, 98, 100What is the mean and median for the outlined scores?

  • 79.84.80
  • 83.14,80
  • 80,83.14
  • 83.14.90

  Reveal Answer Answer: B Next Question

• Question 9

  

  When reviewing the results of their analysis, the team is determining if the data supports their hypothesis and can be presented to decision makers. They are reviewing measures of variation, sample size and statistical significance. They realize that the p-value of 0.02 is lower than the initial target. This clearly indicates the team can:

  • Accept the null hypothesis and accept the alternative
  • Accept the null hypothesis and reject the alternative
  • Reject the null hypothesis in favor of the alternative
  • Reject the null hypothesis and reject the alternative

  Reveal Answer Answer: C Next Question

• Question 10

  

  An analytics team completed their research to determine why customers are abandoning items in their online shopping cart. The team suggests improvements to the website to address the problem. The Director of Sales proclaims that the current website is fine and indicates that the problem materialized when the company increased its shipping rates. The solution proposed by the team seems misaligned. What has gone wrong?

  • This scenario cannot be addressed with analytics
  • The team has not agreed on the root cause of the problem
  • The team did not agree on the business problem
  • An insufficient amount of planning was performed

  Reveal Answer Answer: C Next Question

Page: 1 / 31
Total Questions: 152

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