IIBA-CBDA Practice Questions - Certification in Business Data Analytics Exam - IIBA-CBDA Practice Questions - Certification in Business Data Analytics Exam

Question 1

A data analyst is asked to investigate why customer churn increased last quarter. Which type of analytics approach is MOST appropriate to start with?

Predictive analytics to forecast future churn rates Diagnostic analytics to identify root causes of the churn increase Prescriptive analytics to recommend retention actions Descriptive analytics to summarize overall churn statistics

Correct Answer:

Diagnostic analytics to identify root causes of the churn increase

Question 2

When formulating a business research question, which characteristic is MOST important to ensure the question is answerable with available data?

The question must align with the organization's strategic objectives The question must be specific, measurable, and scoped to available data The question must be approved by senior leadership before analysis begins The question must reference a hypothesis supported by prior literature

Correct Answer:

The question must be specific, measurable, and scoped to available data

Question 3

An organization wants to understand whether a new marketing campaign increased sales. What is the BEST way to frame this as a testable hypothesis?

The campaign will improve brand awareness among target customers Sales revenue in the post-campaign period exceeds pre-campaign revenue by at least 10% The marketing campaign was successfully implemented on schedule Customer satisfaction scores will improve after the campaign

Correct Answer:

Sales revenue in the post-campaign period exceeds pre-campaign revenue by at least 10%

Question 4

A business analyst is defining the scope of a data analytics project. Which factor is MOST critical to establish before finalizing the research questions?

The visualization tools that will be used to present findings The stakeholders who will receive the final report The business objectives and constraints the analysis must address The statistical methods that will be applied to the data

Correct Answer:

The business objectives and constraints the analysis must address

Question 5

Which of the following BEST distinguishes a business question from a data question in analytics work?

A business question uses domain language; a data question uses technical terminology A business question asks what outcome is desired; a data question asks what data is needed to answer it A business question is for executives; a data question is for analysts A business question focuses on KPIs; a data question focuses on data quality

Correct Answer:

A business question asks what outcome is desired; a data question asks what data is needed to answer it

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About this Exam

Prepare with the IIBA-CBDA Practice Questions - Certification in Business Data Analytics Exam practice quiz. This question bank includes 100 questions covering analyst, data, business, analytics, and analysis. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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IIBA-CBDA Practice Questions - Certification in Business Data Analytics Exam

This practice set contains 100 questions from the matching question bank and focuses on analyst, data, business, analytics, and analysis. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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IIBA-CBDA Practice Questions - Certification in Business Data Analytics Exam

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