Discuss IIBA CBDA Exam Topic 4 Question 19

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?

AThis scenario cannot be addressed with analytics

BThe team has not agreed on the root cause of the problem

CThe team did not agree on the business problem

DAn insufficient amount of planning was performed

Suggested Answer: C

Agreeing on the business problem is the first and most critical step in any analytics project, as it defines the scope, purpose, and objectives of the analysis, and aligns the expectations and interests of the stakeholders1.Agreeing on the business problem involves identifying the problem statement, the problem owner, the problem context, the problem impact, and the problem criteria2. If the team did not agree on the business problem, the solution proposed by the team may seem misaligned with the actual needs, preferences, or assumptions of the decision makers, and may not address the root cause or the main drivers of the problem. In this scenario, the team and the Director of Sales may have different views on what the business problem is, why it is important, and how it should be solved.

The other options are not correct explanations of what has gone wrong. This scenario can be addressed with analytics, as it involves using data to understand customer behavior, identify factors influencing cart abandonment, and recommend improvements to the website or the pricing strategy. The team may or may not have agreed on the root cause of the problem, but that is not the main issue, as the root cause analysis is a part of the data analysis step, not the problem definition step.The team may or may not have performed an insufficient amount of planning, but that is not the main issue, as the planning process is a subsequent step after the problem definition step, and it depends on the clarity and agreement of the business problem.

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36 comments · newest first

Lavera 11 months ago

Not sure if just planning could fix this, seems deeper than that.

Muriel 11 months ago

Totally agree, the root cause needs to be clear before suggesting changes.

Adelle 12 months ago

Wait, are they really blaming the website when shipping costs went up?

Edelmira 12 months ago

I think the team missed the mark on identifying the real issue.

Albina 1 year ago

Shipping rates definitely play a big role in cart abandonment.

Estrella 1 year ago

I wonder if they didn't plan enough for this situation. It seems like they could have done more to understand the customer's perspective before making changes.

Jospeh 1 year ago

This reminds me of a practice question where we had to identify misalignment in team discussions. I think option C could be the right answer.

Mable 1 year ago

I'm not entirely sure, but I feel like the team might have overlooked the actual business problem. It seems like they jumped to conclusions about the website.

Silvana 1 year ago

I remember we discussed how important it is for teams to agree on the root cause before proposing solutions. I think that might be the issue here.

Maia 1 year ago

This seems straightforward to me. The team and the Director of Sales clearly have different views on the root cause, so the solution proposed by the team is misaligned. I'll select the option that best captures this.

Roselle 1 year ago

Okay, I think I've got a strategy here. I'll need to focus on understanding the root cause of the problem and ensuring that the team and the Director of Sales are aligned on the business problem.

Alease 1 year ago

The key seems to be that the Director of Sales and the analytics team have different views on the problem. I'll need to think about how to reconcile those perspectives.

Margret 1 year ago

This seems like a tricky one. I'll need to carefully analyze the information provided to determine the root cause of the problem.

Domingo 1 year ago

Hmm, I'm a bit confused. The question mentions that the team's proposed solution seems misaligned, but it's not clear why. I'll need to think through the different options carefully.

Lavonna 1 year ago

I'm feeling pretty confident about this one. Based on my understanding of ACCS, the active and standby servers need to be in different locations and subnets to ensure business continuity, so A is definitely true. And the agents do need to have associated domain accounts, so C is also true.

Theron 1 year ago

Think logically - which system would track a patient's complete history consistently? That's gonna be my deciding factor.

Elbert 2 years ago

Option D, for sure. Sounds like they skipped the crucial step of planning and just jumped straight to the solution. Rookie mistake, but hey, at least they're keeping things exciting around the office.

Carmelina 2 years ago

↳ replying to Elbert

D) An insufficient amount of planning was performed

Selma 2 years ago

↳ replying to Elbert

C) The team did not agree on the business problem

Laticia 2 years ago

↳ replying to Elbert

B) The team has not agreed on the root cause of the problem

Lindsey 2 years ago

↳ replying to Elbert

A) This scenario cannot be addressed with analytics

Melina 2 years ago

I'm just picturing the analytics team presenting their findings, and the director interrupting them with a loud Nope, it's the shipping rates! Talk about a mic drop moment.

Jannette 2 years ago

Option B is the winner here. The team and the director clearly have different views on what's causing the problem. Time for a good old-fashioned compromise, or at least a heated debate over lunch.

Mary 2 years ago

↳ replying to Jannette

I agree, we can't just assume the problem is with the website.

Ronny 2 years ago

↳ replying to Jannette

We need to figure out the root cause before making any changes.

Levi 2 years ago

This is a classic case of miscommunication between the team and the director. They need to get on the same page and align their understanding of the problem before proposing any solutions.

Justine 2 years ago

↳ replying to Levi

B) The team has not agreed on the root cause of the problem

Merissa 2 years ago

↳ replying to Levi

A) This scenario cannot be addressed with analytics

Becky 2 years ago

It seems like there was a lack of agreement on the business problem, leading to misalignment in proposed solutions.

Izetta 2 years ago

Maybe the team needs to communicate better with the Director of Sales to align their perspectives.

Fernanda 2 years ago

I agree, the Director of Sales seems to be overlooking the importance of analytics in this situation.

Marguerita 2 years ago

The team definitely missed the root cause. Increasing shipping rates is always a surefire way to drive customers away. The analytics are just a distraction from the real issue.

Willow 2 years ago

↳ replying to Marguerita

C) The team did not agree on the business problem

Clement 2 years ago

↳ replying to Marguerita

B) The team has not agreed on the root cause of the problem

Teresita 2 years ago

↳ replying to Marguerita

A) This scenario cannot be addressed with analytics

Janessa 2 years ago

I think the team should have focused on the root cause of the problem.

IIBA CBDA Exam - Topic 4 Question 19 Discussion