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IIBA CBDA Exam - Topic 1 Question 7 Discussion

Posted by Hillary on Mar 21, 2024 at 05:25 PM

Based on the results of a recently completed analytics initiative, the Human Resource department for a major department store implemented a change to its hiring practice to address the attrition rates of its sales associates. The new policy stated that candidates applying for sales positions must possess at least 3 years of relevant sales experience to be considered. After implementing the change, attrition rates are 10% higher and management is frustrated. Which of the following could result in this outcome?

Suggested Answer: C

Covariance measures the directional relationship between the returns on two assets. A positive covariance means that asset returns move together while a negative covariance means they move inversely. Zero covariance indicates that the returns on the two assets move independently of each other. In the context of a scatter plot, zero covariance is represented by a plot where the points do not show any upward or downward trend but are rather scattered randomly on the graph with no discernible pattern.

Graph 4 displays such a pattern where there is no apparent relationship between the variables on the x and y axes, indicating that there is zero covariance between them.


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32 comments · newest first
HE
Hershel 11 months ago
Analytics should help, but maybe it's not the right approach here. Option C could be valid.
AS
Ashton 11 months ago
Option A could be the issue. Misinterpreting data happens a lot.
LE
Lezlie 12 months ago
Wait, how can attrition go up with more experience? Sounds fishy!
MA
Mari 12 months ago
Totally agree with option D. It feels off-brand for the company.
NI
Nilsa 1 year ago
I think option B makes sense. Sales experience isn't everything.
CA
Catarina 1 year ago
I feel like we talked about analytics being useful in various contexts, but I’m not convinced it applies here. Option C seems a bit off to me.
JO
Jodi 1 year ago
This reminds me of a practice question we did about aligning HR policies with company goals. I wonder if option D is the right answer.
LU
Lucina 1 year ago
I'm not entirely sure, but I think sales experience might not be the only thing that matters. Maybe option B is worth considering?
JO
Jose 1 year ago
I remember discussing how misinterpretation of data can lead to poor decision-making, so option A could definitely be a factor here.
SA
Sarah 1 year ago
This is an interesting one. I'm a bit confused by the results, but I'll try to break down each option and see which one makes the most sense given the information provided.
ON
Oneida 1 year ago
Alright, time to put on my problem-solving hat. I think the key here is to really understand the underlying analytics and how they were interpreted. That could be the root of the issue.
IR
Irving 1 year ago
Okay, let's see. The key seems to be figuring out what went wrong with the policy change, since it had the opposite effect. I'll need to consider each option carefully.
VI
Viki 1 year ago
Hmm, this seems like a tricky one. I'll need to carefully analyze the options and think through the potential reasons for the unexpected outcome.
JE
Jerrod 1 year ago
Availability zones seem like the most direct way to handle this requirement. I'll double-check the details, but that's my initial thought.
FR
Freeman 1 year ago
Okay, let me think this through step-by-step. IAM is all about managing access and permissions, and groups are a way to apply those permissions to a collection of users, rather than individually. So the answer must be D, a collection of users.
GR
Gracia 1 year ago
I think sharing skills and knowledge is definitely a big part of what makes organizations more productive than individuals.
RO
Robt 1 year ago
I remember a question about Recover stages in our practice tests, where having multiple in a sequence caused issues, so option B could be a real concern.
LE
Leonora 1 year ago
Haha, this question is a real head-scratcher. I'm going to go with C - analytics is clearly not the answer in this case. They should've just put a dart board in the HR office and let that decide the hiring criteria. Probably would've gotten better results.
VA
Vannessa 1 year ago
↳ replying to Leonora
D) The change proposed is not aligned to company strategy
MA
Maryann 1 year ago
↳ replying to Leonora
A) The results of analysis have been incorrectly interpreted
SI
Silvana 1 year ago
↳ replying to Leonora
C) Analytics is not helpful given this situation
BO
Bo 1 year ago
This is a tough one, but I'm leaning towards B. Sales experience may not be as crucial as they thought. Maybe they need to focus on other factors like customer service skills. Or perhaps they should just hire candidates with a winning smile and a penchant for bad puns. That's a surefire way to boost sales!
KA
Kasandra 2 years ago
I'm going with D. The change doesn't seem to align with the company's overall strategy. Maybe they were trying to fix a problem that didn't exist. Classic case of 'analysis paralysis'.
DE
Desirae 1 year ago
↳ replying to Kasandra
A) Maybe they were trying to fix a problem that didn't exist
CA
Casandra 1 year ago
↳ replying to Kasandra
D) The change proposed is not aligned to company strategy
TE
Tequila 1 year ago
↳ replying to Kasandra
A) The results of analysis have been incorrectly interpreted
CA
Casey 2 years ago
I believe the results of the analysis may have been incorrectly interpreted.
MA
Malcom 2 years ago
Hmm, I think the answer is A. The HR department must have misinterpreted the data from the analytics initiative. They jumped to the wrong conclusion about the importance of sales experience. Rookie mistake.
EL
Ellen 2 years ago
↳ replying to Malcom
Maybe they should reevaluate their hiring policy based on the actual data.
RE
Reuben 2 years ago
↳ replying to Malcom
I agree, misinterpreting the data can lead to wrong decisions.
TE
Terrilyn 2 years ago
Maybe the requirement for 3 years of sales experience is too high.
OL
Olga 2 years ago
I think the new policy might be too strict.
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