‘Confounding bias’ in a case control study can be removed by:
**Confounding Bias in Case Control Studies**
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**Core Concept**
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Confounding bias in case control studies occurs when an association between an exposure and an outcome is distorted by the presence of a third variable, the confounder, which is related to both the exposure and the outcome. This type of bias can lead to incorrect conclusions about the relationship between the exposure and the outcome.
**Why the Correct Answer is Right**
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Matching is a technique used to reduce confounding bias in case control studies. It involves pairing cases with controls based on relevant characteristics, such as age, sex, and other potential confounders. By matching cases and controls on these characteristics, researchers can reduce the effect of confounding bias and increase the validity of the study results. Matching can be done using various methods, including frequency matching, risk set matching, and stratification.
**Why Each Wrong Option is Incorrect**
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* **Option A:** Randomization is not typically used in case control studies to remove confounding bias. While randomization can be used to reduce confounding bias in cohort studies, it is not a common technique used in case control studies.
* **Option B:** Stratification is a technique used to reduce confounding bias in cohort studies, but it is not as effective as matching in case control studies. Stratification involves dividing the data into subgroups based on the confounder and analyzing the association within each subgroup.
* **Option D:** Analysis of covariance (ANCOVA) is a statistical technique used to adjust for confounding variables, but it is not a method used to remove confounding bias in case control studies.
**Clinical Pearl / High-Yield Fact**
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When designing a case control study, researchers should carefully consider the potential confounders and use matching or other techniques to reduce confounding bias. This can help increase the validity of the study results and provide a more accurate understanding of the relationship between the exposure and the outcome.
**Correct Answer: C. Matching. Matching is used to reduce confounding bias in case control studies.**