Exam IIBA-CBDA topic 1 question 8 discussion

Actual exam question from IIBA's IIBA-CBDA

Question #: 8
Topic #: 1

As the team discusses how to utilize the results of their data analysis to put forth a business recommendation, an analyst on the team voices concern over the current organizational culture presenting a roadblock to their ability to influence business decision making.
Which of the following would be a justifiable concern at this stage of the team’s efforts?

A. Finding data that creates value creating difficulties, as not all data helps a business make better decisions
B. Changing the mindsets of business stakeholders to trust insights gleaned from data over experience and intuition
C. Difficulty bringing business stakeholders to a shared understanding about value when sharing data assets across business domains
D. Applying a myopic view of data and establishing data silos which create roadblocks to exploring available data sources

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Suggested Answer: B 🗳️

by Rabbitsfoot at July 14, 2024, 4:22 p.m.

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Rabbitsfoot

5 months, 2 weeks ago

Selected Answer: C

Second round... and I'm changing my mind on this one. Had to decompose the question again: In the scenario where the team is discussing how to utilize the results of their data analysis to make a business recommendation, the concern revolves around the organizational culture potentially hindering the influence of data-driven decision-making. Given this context, C. Difficulty bringing business stakeholders to a shared understanding about value when sharing data assets across business domains; is the most appropriate concern because: 1. Alignment on Data Value: At this stage, it is critical for all stakeholders to agree on the value of the data and insights being presented. If there is no shared understanding, it will be challenging to make a compelling business recommendation based on the data analysis.

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Rabbitsfoot

5 months, 2 weeks ago

2. Influence on Decision-Making: The ability to influence business decision-making depends on stakeholders recognizing and accepting the value of the data. Organizational culture that doesn't support this can present a significant roadblock. 3. Cross-Domain Collaboration: Ensuring that data assets are understood and valued across different business domains is essential for a holistic approach to decision-making. If stakeholders in various domains do not share this understanding, it could lead to fragmented or siloed perspectives, undermining the overall impact of the data analysis. Other options, while relevant, do not directly address the issue of ensuring a shared understanding among stakeholders, which is a critical factor at this stage of leveraging data analysis for business recommendations.

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Rabbitsfoot

6 months ago

Selected Answer: B

B. Changing the mindsets of business stakeholders to trust insights gleaned from data over experience and intuition This concern is valid because organizational culture plays a crucial role in accepting and acting upon data-driven insights. If stakeholders are accustomed to making decisions based on experience and intuition rather than data, it can hinder the team's ability to influence business decision-making effectively.

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Exam IIBA-CBDA topic 1 question 8 discussion

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