Does Company X strive to maintain a low defect rate in order to ensure product quality? Company X's manufacturing process...
GMAT Data Sufficiency : (DS) Questions
Does Company X strive to maintain a low defect rate in order to ensure product quality?
- Company X's manufacturing process has a defect rate of \(2\%\) according to quality control data.
- Monitoring the defect rate in a manufacturing process is essential to ensure product quality, and a low percentage indicates a well-maintained production process.
Understanding the Question
We need to determine whether Company X strives to maintain a low defect rate in order to ensure product quality. This is a yes/no question about company intent and behavior.
Let's break this down:
- We're asking about Company X's active efforts (strives to maintain)
- We're asking about their motivation (to ensure product quality)
- We need definitive evidence of both intent and purpose
For this question to be answered with certainty, we need information that allows us to definitively say YES or NO about whether Company X actively works to keep defect rates low specifically for quality purposes.
What We Need to Determine
To answer this question, we would need evidence about:
- Company X's policies or practices regarding defect rates
- Their stated goals or demonstrated priorities
- The connection between their actions and product quality as a motivation
Key Insight
Having a certain defect rate is different from striving to maintain it. We need evidence of intentional effort and specific motivation.
Analyzing Statement 1
Statement 1 tells us: Company X's manufacturing process has a defect rate of \(2\%\) according to quality control data.
This gives us two pieces of information:
- Company X has a \(2\%\) defect rate
- They collect quality control data (which means they monitor defects)
However, this doesn't tell us:
- Whether \(2\%\) is considered "low" in their industry or by their standards
- Whether they're actively trying to maintain or improve this rate
- Whether their motivation for monitoring is product quality or something else (like regulatory compliance, cost control, or insurance requirements)
Critical distinction: The mere existence of a \(2\%\) defect rate doesn't prove they "strive to maintain" it. Consider these possibilities:
- They might consider \(2\%\) unacceptably high and be working to reduce it
- They might not have any specific targets at all
- The \(2\%\) could be coincidental, not a maintained target
Statement 1 alone is NOT sufficient to answer whether Company X strives to maintain a low defect rate for quality purposes.
[STOP - Not Sufficient!]
This eliminates choices A and D.
Analyzing Statement 2
Now let's forget Statement 1 completely and analyze Statement 2 independently.
Statement 2 tells us: Monitoring the defect rate in a manufacturing process is essential to ensure product quality, and a low percentage indicates a well-maintained production process.
This is a general principle about manufacturing best practices. It tells us:
- Monitoring defect rates is important for quality (in general)
- Low defect rates indicate good maintenance (as a general rule)
But notice - this tells us absolutely nothing specific about Company X:
- We don't know if Company X monitors their defect rate
- We don't know what Company X's defect rate is
- We don't know if Company X follows these general principles
Helpful analogy: This is like saying "Regular exercise is essential for good health." While true as a general principle, it tells us nothing about whether a specific person exercises regularly.
Statement 2 alone is NOT sufficient to answer the question about Company X's specific practices and motivations.
[STOP - Not Sufficient!]
This eliminates choice B (and confirms D is already eliminated).
Combining Statements
Let's see what we know when we combine both statements:
- From Statement 1: Company X has a \(2\%\) defect rate and collects quality control data
- From Statement 2: Monitoring defect rates is essential for quality (general principle), and low rates indicate good maintenance
Even with both pieces of information combined, we still cannot determine:
1. Whether Company X considers \(2\%\) to be "low"
- This could be high for their industry (e.g., pharmaceutical manufacturing might require \(0.01\%\))
- Or it could be low (e.g., if industry average is \(5\%\))
2. Whether they're actively striving to maintain this rate
- They might just be monitoring without active maintenance efforts
- The \(2\%\) could be deteriorating or improving - we don't know their target
3. Whether their motivation is product quality
- They could be monitoring for cost control ("defects cost money")
- They could be monitoring for regulatory compliance
- They could be monitoring for warranty/liability reasons
The fact that they have quality control data suggests monitoring, but monitoring alone doesn't prove they "strive to maintain" a low rate specifically "to ensure product quality."
Why the Combination Isn't Sufficient
The combination gives us:
- A fact (\(2\%\) defect rate with monitoring)
- A general principle (monitoring is good for quality)
But we're still missing the crucial link: evidence of Company X's actual intentions and motivations.
To illustrate what would be sufficient, we would need something like:
- "Company X has a stated policy of maintaining defect rates below \(3\%\) to ensure customer satisfaction"
- "Company X invests \(\$\mathrm{X}\) million annually in quality control programs aimed at maintaining low defect rates"
The statements together are NOT sufficient.
[STOP - Not Sufficient!]
The Answer: E
The statements together are not sufficient to determine whether Company X strives to maintain a low defect rate in order to ensure product quality.
Answer Choice E: "Statements (1) and (2) TOGETHER are NOT sufficient."