## Core Concept
The problem involves assessing the accuracy and precision of a new technique for estimating hemoglobin (Hb) levels in blood samples. Accuracy refers to how close a measured value is to the true value, while precision refers to the consistency of measurements. The true value of Hb is given as 10.2.
## Why the Correct Answer is Right
The correct answer, ****, indicates that the new technique has a high precision but low accuracy. Precision is evaluated by the consistency of the results. Despite the values being spread out, some results are very close to each other (e.g., 9.2 to 9.9), but overall, there's a significant deviation from the true value of 10.2, especially with outliers like 10.5 and 12.1. However, most values cluster around 9.4 to 9.9, suggesting a moderate level of precision but a systematic error (bias) leading to low accuracy.
## Why Each Wrong Option is Incorrect
- **Option A:** This option suggests high accuracy and high precision. However, given that the values are not closely centered around 10.2, the accuracy is not high.
- **Option B:** This option suggests low precision and high accuracy. The data shows that while accuracy is an issue, precision isn't extremely low since many measurements are somewhat clustered.
- **Option C:** This option suggests low precision and low accuracy. While accuracy is indeed low due to deviation from 10.2, precision seems relatively better than what this option suggests.
## Clinical Pearl / High-Yield Fact
A crucial point to remember is that in clinical diagnostics, both precision and accuracy are vital. A test can have high precision (consistent results) but low accuracy (results are consistently off from the true value), as seen here. This situation necessitates recalibration of the test to ensure accuracy.
## Correct Answer Line
**Correct Answer: .**
Free Medical MCQs Β· NEET PG Β· USMLE Β· AIIMS
Access thousands of free MCQs, ebooks and daily exams.
By signing in you agree to our Privacy Policy.