Question 1
Which statement best contrasts Pearson correlation with the concordance correlation coefficient when assessing agreement?
Correct Answer:
Pearson correlation measures linear association but ignores differences in scale, while concordance correlation accounts for scale and agreement.
Explanation:
Evaluating agreement between two measurements requires more than correlation; Pearson correlation captures whether two variables move together in a linear fashion, but it doesn’t tell you whether the actual values match across methods. Two methods can be perfectly correlated yet disagree by a consistent bias or a scaling difference, so they don’t agree even though their relationship is linear. The concordance correlation coefficient addresses this by combining two ideas: precision and accuracy. Precision mirrors the association part—how tightly the data cluster around the best-fit line. Accuracy brings in how close that line is to the line of identity (the 45-degree line where x equals y). If there’s systematic bias (one method consistently too high or too low) or a difference in scale, the CCC decreases because it penalizes both lack of fit to the identity line and differences in spread between the methods. So it’s correct that Pearson measures linear association (not agreement) while the concordance correlation coefficient accounts for both scale/level differences and agreement between the methods.
Question 2
What does randomization achieve in experimental studies?
Correct Answer:
Reduces confounding due to measured/unmeasured variables
Explanation:
Randomization assigns participants to groups by chance, which helps balance both known and unknown factors that could influence the outcome. By distributing these potential confounders evenly across groups, any differences observed in outcome are more likely due to the intervention itself rather than preexisting differences. This reduction in confounding applies to both measured and unmeasured variables, which is why randomization is so powerful in experimental studies. It doesn’t guarantee that all bias is gone, and it doesn’t by itself establish causality or change the study’s sample size.
Question 3
Which statement correctly describes acquired herd immunity?
Correct Answer:
Acquired herd immunity is resistance developed through protective immunity (natural or induced)
Explanation:
Acquired herd immunity comes from protective immunity that individuals develop after exposure or vaccination, involving the adaptive immune system with memory. When many people in a population become immune—whether from natural infection or vaccination—the spread of the pathogen slows, reducing transmission to those who are still susceptible. This collective protection depends on the immune system’s ability to recognize and remember the pathogen, not on inherent traits like age or breed. It’s not resistance from SAMPLEage or breed, which are genetic or non-specific factors. It’s not guaranteed to be universal or permanent, since immunity can wane and pathogen dynamics or coverage can change over time. And it’s not the same as innate immunity, which is non-specific and lacks immunological memory.
Question 4
What is the measure of association used in a case-case study?
Correct Answer:
Incidence rate ratio
Explanation:
In a case-case study you’re not estimating how often a disease occurs in the general population or comparing time-to-event outcomes. Instead, you’re comparing two groups of cases to see if a exposure differs between them. Because there’s no population denominator or person-time to form risks or rates, the appropriate summary measure is the odds ratio. It reflects how much more (or less) likely exposure is in one case group compared with the other, and can be estimated with simple cross-tabulation or logistic regression. Relative risk and incidence rate ratio require incidence data from at-risk populations, which isn’t available in a case-case comparison. Hazard ratio comes from time-to-event analysis and isn’t the standard for this design. Example: if exposure X is present in 60 of 100 cases with disease A and in 30 of 100 cases with disease B, the odds ratio is (60/40) ÷ (30/70) ≈ 3.5, indicating exposure X is more common in disease A cases than in disease B cases.
Question 5
What are the two broad types of disease agent transmission?
Correct Answer:
Horizontal (direct and indirect) and vertical
Explanation:
The main idea is that disease transmission falls into two broad categories: horizontal transmission, which occurs within a generation, and vertical transmission, from parent to offspring. Horizontal transmission can be direct (person-to-person contact) or indirect (through contaminated objects, droplets, aerosols, or vectors). Vertical transmission happens across generations—from mother to child during pregnancy, birth, or breastfeeding. This framing captures all common routes and makes sense of how infections spread over time. The other options only describe specific routes within horizontal or miss one broad type entirely, so they don’t cover the full concept.
Question 1
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Prepare with the ACVPM Epidemiology and Biostatistics Practice Exam practice quiz. This question bank includes 10 questions covering studies, correlation, experimental, disease, and agent. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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ACVPM Epidemiology and Biostatistics Practice Exam

This practice set contains 10 questions from the matching question bank and focuses on studies, correlation, experimental, disease, and agent. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

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