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APICS Exam CPIM-Part-2 Topic 1 Question 34 Discussion

Actual exam question for APICS's CPIM-Part-2 exam
Question #: 34
Topic #: 1
[All CPIM-Part-2 Questions]

When developing a quantitative model to support sales and operations planning (S&OP), which of the following statements is most true?

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Suggested Answer: B

A quantitative model is a mathematical representation of a real-world situation that involves numbers, variables, equations, and logic. A quantitative model can be used to support sales and operations planning (S&OP), which is a process of aligning the demand and supply plans of an organization at an aggregate level. To develop a quantitative model for S&OP, the following statements are most true:

It isnotnecessary to capture all of the detail in order to create a useful model. In fact, too much detail can make the model complex, unrealistic, and difficult to solve.A useful model should capture the essential features of the situation and simplify the irrelevant or insignificant aspects1.

Aggregation will benecessaryto develop an appropriate model. Aggregation is the process of combining data or information into higher-level categories or groups. For example, products can be aggregated into product families, customers can be aggregated into market segments, and time periods can be aggregated into months or quarters.Aggregation can help reduce the size and complexity of the model, as well as improve its accuracy and reliability2.

Clear objectives arenecessaryto begin the modeling process. Objectives are the desired outcomes or goals that the model aims to achieve or optimize. For example, an objective of S&OP could be to maximize profit, minimize cost, or balance inventory.Clear objectives can help define the scope, structure, and criteria of the model3.

Asignificantlevel of effort is required to develop a model. Developing a model involves several steps, such as defining the problem, collecting and analyzing data, formulating and testing the model, implementing and validating the solution, and evaluating and improving the results.Each step requires careful planning, execution, and evaluation4.


by Louis at Jan 15, 2025, 04:32 PM

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Verlene
18 days ago
Option B is the way to go. Gotta keep that model manageable, not try to boil the ocean.
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Florinda
3 days ago
User 1: Aggregation will be necessary to develop an appropriate model.
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Yvonne
24 days ago
Haha, a 'minimal level of effort' to develop a model? That's a good one, D is clearly a trap answer.
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Rosendo
8 days ago
B) Aggregation will be necessary to develop an appropriate model.
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Pearly
10 days ago
A) It is necessary to capture all of the detail in order to create a useful model.
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Dick
1 months ago
I'd have to go with B as well. Trying to capture every single detail is a recipe for an overly complex and unwieldy model.
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Jacquline
14 days ago
Definitely, too much detail can lead to confusion and inefficiency.
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Ashton
15 days ago
I agree, focusing on the key elements is crucial for a successful model.
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Malcom
19 days ago
Aggregation will be necessary to develop an appropriate model.
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Johna
1 months ago
Option C is just plain wrong. Clear objectives are essential for any modeling process, otherwise it's just a shot in the dark.
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Fernanda
5 days ago
C) Clear objectives are not necessary to begin the modeling process.
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Dana
7 days ago
B) Aggregation will be necessary to develop an appropriate model.
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Leonard
21 days ago
A) It is necessary to capture all of the detail in order to create a useful model.
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Kaitlyn
1 months ago
I believe capturing all the detail is important too, so I would go with A) It is necessary to capture all of the detail in order to create a useful model.
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Beckie
1 months ago
I agree with Hassie. Without aggregation, the model may not be effective.
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Tresa
1 months ago
Definitely B. You can't just throw all the details into a model and expect it to be useful. Gotta aggregate that data, ya know?
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Rikki
1 months ago
I think option B is the most accurate statement. Aggregation is crucial in developing a useful quantitative model for S&OP.
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Renea
26 days ago
Clear objectives are definitely necessary to guide the modeling process.
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Cassie
28 days ago
I think capturing all the detail is important too, so option A could also be true.
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Verda
29 days ago
I agree, aggregation is key in creating a useful model.
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Hassie
2 months ago
I think B) Aggregation will be necessary to develop an appropriate model.
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