IIBA Exam CBDA Topic 2 Question 32 Discussion

Actual exam question for IIBA's CBDA exam

Question #: 32
Topic #: 2

[All CBDA Questions]

The analytics team has completed their analytics work and have agreed on a set of five key recommendations. They are now discussing how best to communicate these recommendations to the finance, customer service, and marketing teams. Recognizing that this is a diverse set of stakeholders, the business analysis professional reminds the team:

AAll stakeholders should receive information about the recommendation in the same way

BStakeholders only have the ability to understand summarized recommendations

CRecommendations are important and must be communicated with as much detail as possible

DThe recommendation should be communicated in different ways for different stakeholders
Explanation:
According to the Guide to Business Data Analytics, the recommendation is the output of the data analysis that provides suggestions or guidance for actions or decisions based on the data insights. The recommendation should be communicated in different ways for different stakeholders, depending on their needs, preferences, and expectations. The communication should consider the following factors:
The level of detail and complexity: Some stakeholders may require more or less detail and complexity in the recommendation, depending on their role, responsibility, and involvement in the data analysis project. For example, the finance team may need more detail and complexity than the customer service team, as they are more concerned with the financial implications and feasibility of the recommendation.
The format and medium: Some stakeholders may prefer different formats and mediums for receiving the recommendation, depending on their availability, accessibility, and learning style. For example, the marketing team may prefer a visual and interactive format, such as a dashboard or a presentation, than a textual and static format, such as a report or a document.
The tone and language: Some stakeholders may respond better to different tones and languages for the recommendation, depending on their culture, background, and personality. For example, some stakeholders may appreciate a formal and professional tone and language, while others may prefer a casual and friendly tone and language.
The communication should also follow the principles of clarity, accuracy, relevance, and timeliness, as well as adhere to the ethical and legal standards for data privacy and security.

Show Suggested Answer

Suggested Answer: B

The Gaussian distribution, also known as the normal distribution, is a probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean. In graph form, the Gaussian distribution will appear as a bell curve, which is the case with option A. It is characterized by its bell-shaped curve and is defined by the mean () and the standard deviation (). It is a common assumption for the distribution of independent, randomly generated variables.

by Lenna at Mar 04, 2025, 03:32 PM

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Galen

14 hours ago

I'm glad the team is emphasizing the importance of tailoring the communication to different stakeholders. It's crucial to consider their needs and preferences to ensure the recommendations are understood and well-received.

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Lucia

4 days ago

I think the recommendation should be communicated in different ways for different stakeholders.

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