IIBA CBDA Exam - Topic 2 Question 32 Discussion

Actual exam question for IIBA's CBDA exam

Question #: 32
Topic #: 2

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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Diane

5 months ago

Yeah, visuals for marketing, please! They need it engaging.

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Kina

5 months ago

I doubt all stakeholders can handle the same level of detail.

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Markus

6 months ago

Wait, are we really going to make everyone read the same report?

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Lynna

6 months ago

More detail for finance, less for customer service. Makes sense.

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Hayley

6 months ago

Different stakeholders need different info! Totally agree.

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Tayna

6 months ago

I recall that some stakeholders prefer visuals over text. So, I lean towards option D, but I wonder if there are exceptions.

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Nu

7 months ago

I think we practiced a similar question where tailoring communication was key. Option D seems to align with that approach.

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Nettie

7 months ago

I'm not entirely sure, but I feel like summarizing the recommendations might not capture everything. Maybe option C is better?

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Stephen

7 months ago

I remember we discussed how different stakeholders might need different levels of detail. I think option D makes the most sense.

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Larae

7 months ago

This is a tricky one. I know we need to communicate the recommendations effectively, but I'm not sure if that means giving everyone the same level of detail or customizing it. I'll have to carefully read through the question again and think about the best way to approach it.

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Jillian

7 months ago

Okay, I've got a strategy for this. I'll make sure to consider the unique needs and preferences of the finance, customer service, and marketing teams when deciding how to present the recommendations. Tailoring the communication is key to ensuring they all understand and can act on the insights.

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Moon

7 months ago

Hmm, I'm a bit unsure about this one. Do we need to tailor the communication for each stakeholder group, or can we just give them all the same information? I'll have to think through the pros and cons of each approach.

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Jannette

7 months ago

This seems like a straightforward question about communicating recommendations to different stakeholders. I'll focus on understanding the key factors to consider, like level of detail, format, and tone.

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Ilene

1 year ago

I'm glad the business analysis professional is on top of this. Tailoring the communication is the way to go - can't just blast out the same message and expect everyone to understand.

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Adria

11 months ago

B) Stakeholders only have the ability to understand summarized recommendations

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Francesco

11 months ago

D) The recommendation should be communicated in different ways for different stakeholders

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Domonique

12 months ago

A) All stakeholders should receive information about the recommendation in the same way

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Glen

1 year ago

Haha, yeah, imagine trying to give the cusSheritaer service team a 50-page report on the recommendations. They'd be snoring before the end of the first paragraph!

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Ashleigh

1 year ago

Absolutely, I can't imagine the finance team would appreciate the same level of detail as the marketing folks. Communicating effectively is key to getting buy-in and action.

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Germaine

11 months ago

B) Stakeholders only have the ability to understand summarized recommendations

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Kenneth

12 months ago

Absolutely, tailoring the communication to each team's needs is crucial for understanding and action.

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Nelida

1 year ago

D) The recommendation should be communicated in different ways for different stakeholders

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Nina

1 year ago

A) All stakeholders should receive information about the recommendation in the same way

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Sherita

1 year ago

Totally agree. One-size-fits-all communication just won't cut it in this diverse group. Gotta keep it cusSheritaized and relevant for each audience.

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Jesusita

1 year ago

Yes, it's important to consider the level of detail and format that each team will understand best.

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Cristal

1 year ago

I agree with Lucia. Each stakeholder has different needs and preferences.

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Galen

1 year 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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