3 - Diagnostic Accuracy in Clinical Laboratories
41 Questions
0 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson

Questions and Answers

What is indicated by a high sensitivity in a diagnostic test?

  • The test correctly identifies a high proportion of individuals with the disease. (correct)
  • The test correctly identifies a high proportion of individuals without the disease.
  • The test is accurate in all cases.
  • The test has a low rate of false positives.
  • Which of the following best describes the purpose of a 'gold standard' in diagnostic accuracy assessment?

  • It represents the results of a test performed under ideal laboratory conditions.
  • It is an established diagnostic test or method considered to be the most accurate for a particular condition, against which new tests are evaluated. (correct)
  • It represents the average result obtained from a series of routine tests.
  • It refers to a test that is universally accessible and affordable.
  • In the context of a 2x2 truth table used in diagnostic accuracy, what does a 'False Positive' (FP) represent?

  • A test result that correctly indicates the presence of a disease.
  • A test result that incorrectly indicates the presence of a disease when the disease is actually absent. (correct)
  • A test result that correctly indicates the absence of a disease.
  • A test result that incorrectly indicates the absence of a disease when the disease is actually present.
  • What distinguishes diagnostic accuracy from diagnostic precision?

    <p>Accuracy is the closeness of the measurement to the true value, while precision is the repeatability of the measurement. (A)</p> Signup and view all the answers

    According to the information, what is the primary reason for the potential repetition of tests in clinical laboratories?

    <p>To confirm results due to the overlap between populations at cut-off points. (C)</p> Signup and view all the answers

    What factors can influence reference values in clinical chemistry?

    <p>All of the above (D)</p> Signup and view all the answers

    How is overall accuracy calculated?

    <p>$(TP + TN) / (TP + TN + FP + FN)$ (A)</p> Signup and view all the answers

    What is the primary reason for using well-defined references in studies?

    <p>To account for variations due to changes in diet and maintenance. (D)</p> Signup and view all the answers

    Why is the material of the sample collection container a critical consideration?

    <p>Materials like plastic can react with the analyte, skewing results. (D)</p> Signup and view all the answers

    Which timeline consideration is most critical for arterial blood gas tests?

    <p>The interval between specimen collection and analysis. (C)</p> Signup and view all the answers

    Prior to 1993, which aspect of reference value studies was notably lacking?

    <p>There were guidelines available on how to conduct studies establishing reference values. (A)</p> Signup and view all the answers

    According to the 1993 CLSI and IFCC guidelines, what is the key distinction between healthy reference values and patient reference values?

    <p>Healthy values are measured in healthy populations, while patient values are measured in patients with diseases. (C)</p> Signup and view all the answers

    What is the primary purpose of establishing reference values in laboratory medicine?

    <p>To replace the concept of normal values with a more accurate and standardized approach for interpreting blood analyte concentrations (B)</p> Signup and view all the answers

    Which factor is LEAST likely to influence reference intervals?

    <p>Laboratory Technician's Preference (C)</p> Signup and view all the answers

    What is a specific example of an environmental factor influencing reference values?

    <p>Higher Vitamin D levels through exposure to sunlight (A)</p> Signup and view all the answers

    Why might international reference ranges not always be directly applicable to all individuals?

    <p>Differences in sex and race may necessitate population-specific reference ranges. (D)</p> Signup and view all the answers

    What was a previous term that was used for reference values?

    <p>Normal Values (C)</p> Signup and view all the answers

    When was the term 'reference values' most notably used?

    <p>1987 to 1991 (B)</p> Signup and view all the answers

    In what aspect of laboratory medicine does the term 'reference values' aid?

    <p>Helps in the clinical decision-making process (C)</p> Signup and view all the answers

    What is NOT a valid reason for why different populations need different reference ranges?

    <p>Because of the weather (C)</p> Signup and view all the answers

    Where should the term 'reference values' be used?

    <p>Field of laboratory medicine (D)</p> Signup and view all the answers

    What is one of the benefits of the term 'reference values'?

    <p>It can aid in standardization (C)</p> Signup and view all the answers

    What does a higher Positive Predictive Value (PPV) indicate?

    <p>A greater proportion of patients with positive test results who actually have the disease. (C)</p> Signup and view all the answers

    If a test's Negative Predictive Value (NPV) is low, what is the most likely implication?

    <p>The test is missing many true positives. (C)</p> Signup and view all the answers

    A laboratory decreases the significant figures reported for a test result. Which type of error is most likely to increase?

    <p>False Negative (C)</p> Signup and view all the answers

    Decreasing the significant figures reported for a test result will primarily affect which measure?

    <p>Sensitivity (B)</p> Signup and view all the answers

    A new diagnostic test initially demonstrates high accuracy in a controlled clinical trial. What is most likely to happen as the test is used more broadly across a larger population?

    <p>The test's accuracy will decrease if the disease prevalence differs in the broader population. (C)</p> Signup and view all the answers

    What is the most appropriate criteria for lab result value determination?

    <p>Values, Limits, Intervals or Ranges (D)</p> Signup and view all the answers

    Consider a diagnostic test where increasing the cut-off value to determine a positive result leads to fewer false positives. What is the most likely tradeoff?

    <p>Decreased Sensitivity (A)</p> Signup and view all the answers

    In the context of diagnostic testing, what does 'reference range' primarily indicate?

    <p>The range of values considered normal for a test. (A)</p> Signup and view all the answers

    What is the relationship between false negatives and sensitivity?

    <p>Increased false negatives decrease sensitivity (A)</p> Signup and view all the answers

    A test's accuracy will change primarily due to what?

    <p>The prevalence of the disease/analyte varies (C)</p> Signup and view all the answers

    Which of the following is the correct formula for calculating accuracy?

    <p>($TP + TN$) / ($TP + TN + FP + FN$) (A)</p> Signup and view all the answers

    If a test has a high sensitivity, what does this indicate?

    <p>It accurately identifies almost all individuals with the disease. (A)</p> Signup and view all the answers

    A screening test for a contagious disease needs to have a high...

    <p>Sensitivity (A)</p> Signup and view all the answers

    In a diagnostic test, what does a 'true positive' result indicate?

    <p>The test correctly identifies someone who has the disease. (A)</p> Signup and view all the answers

    In the sample problem, what does the value '8' represent in the 'No Disease' column and 'Positive' row?

    <p>False Positives (A)</p> Signup and view all the answers

    A new diagnostic test for a rare disease demonstrates high sensitivity. What is a likely implication of this?

    <p>The test will likely identify most individuals who have the disease. (A)</p> Signup and view all the answers

    What would be the 'total' number of people who returned a positive test result for Hepatitis B virus?

    <p>128 (B)</p> Signup and view all the answers

    A clinic is deciding between two tests for a highly contagious respiratory virus. Test A has a sensitivity of 95%, and Test B has a sensitivity of 80%. Which test would be more suitable for initial screening, and why?

    <p>Test A, because it is less likely to miss infected individuals. (C)</p> Signup and view all the answers

    In the context of diagnostic accuracy, what does the term 'gold standard' refer to?

    <p>A reference test or method that is considered the most accurate for confirming a diagnosis. (A)</p> Signup and view all the answers

    Flashcards

    Diagnostic Accuracy

    The degree to which a diagnostic test correctly identifies or excludes a condition.

    Sensitivity

    The ability of a test to correctly identify true positives (TP).

    Specificity

    The ability of a test to correctly identify true negatives (TN).

    Gold Standard

    The best available method for confirming a diagnosis, used for comparison.

    Signup and view all the flashcards

    Overall Accuracy Formula

    The formula to calculate diagnostic accuracy: (TN + TP) / (TN + TP + FP + FN).

    Signup and view all the flashcards

    Reference Values

    Established values used to interpret test results, indicating normal or abnormal.

    Signup and view all the flashcards

    Choosing Reference Interval

    The process of selecting appropriate cut-off points for test results.

    Signup and view all the flashcards

    Overall Accuracy

    The measure of how often a model correctly classifies instances, calculated as (TN + TP) / (TN + TP + FP + FN).

    Signup and view all the flashcards

    True Positive (TP)

    The number of cases where the test correctly identifies the presence of disease.

    Signup and view all the flashcards

    True Negative (TN)

    The number of cases where the test correctly identifies the absence of disease.

    Signup and view all the flashcards

    False Positive (FP)

    The number of cases where the test incorrectly indicates the presence of disease.

    Signup and view all the flashcards

    False Negative (FN)

    The number of cases where the test fails to identify a disease that is present.

    Signup and view all the flashcards

    CLSI

    Clinical Laboratory Standard Institute, which publishes clinical guidelines.

    Signup and view all the flashcards

    IFCC

    International Federation of Clinical Chemistry, involved in laboratory practices.

    Signup and view all the flashcards

    Sample Storage

    Conditions required for storing samples before analysis.

    Signup and view all the flashcards

    Healthy vs Diseased Reference Values

    Reference values differ based on whether individuals are healthy or diseased.

    Signup and view all the flashcards

    Fluctuations in Blood Analytes

    Variations in the concentrations of substances in the blood over time.

    Signup and view all the flashcards

    Normal Values

    The outdated concept of average blood analyte levels which may not be accurate.

    Signup and view all the flashcards

    Nomenclature in Lab Medicine

    A system of names and terms used to standardize practices in laboratory testing.

    Signup and view all the flashcards

    Environmental Factors

    External conditions that can affect blood analyte levels.

    Signup and view all the flashcards

    Age Differences

    Variations in blood analyte levels based on age—children vs. elderly.

    Signup and view all the flashcards

    Population Differences

    Variations in reference values based on genetic background, sex, and race.

    Signup and view all the flashcards

    Clinical Decision-Making

    The process of making informed choices based on laboratory test results.

    Signup and view all the flashcards

    High Altitude Effects

    Increased hemoglobin levels due to lower oxygen levels at high altitudes.

    Signup and view all the flashcards

    Vitamin D Levels

    Concentrations of Vitamin D in the blood, often higher with increased sunlight exposure.

    Signup and view all the flashcards

    Positive Predictive Value (PPV)

    The probability that subjects with a positive test truly have the disease.

    Signup and view all the flashcards

    Negative Predictive Value (NPV)

    The probability that subjects with a negative test truly do not have the disease.

    Signup and view all the flashcards

    False Negative

    A test result that incorrectly indicates no disease when it is present.

    Signup and view all the flashcards

    Rounding Effects on Results

    Changing significant figures may lead to misclassification of test results.

    Signup and view all the flashcards

    Cut-off Value

    A threshold set to distinguish between different test results for diagnosis.

    Signup and view all the flashcards

    Reference Range

    A range of values used to interpret test results; indicates healthy limits.

    Signup and view all the flashcards

    Initial Validation Studies

    Early tests performed on a small group to confirm a test's effectiveness.

    Signup and view all the flashcards

    Study Notes

    Diagnostic Accuracy

    • Diagnostic accuracy measures the closeness of a measurement to its true value.
    • Precision measures the closeness of agreement amongst results.
    • Ideal tests have high accuracy and precision.

    Concepts in Diagnostic Accuracy

    • Gold Standard: A thoroughly tested, authoritative method, considered the definitive benchmark in determining the presence or absence of a condition.
    • Four Groups in the 2x2 Truth Table:
      • True Positive (TP): Correctly identified as having the disease.
      • True Negative (TN): Correctly identified as not having the disease.
      • False Positive (FP): Incorrectly identified as having the disease.
      • False Negative (FN): Incorrectly identified as not having the disease.
    • Overall Accuracy: The proportion of correct classifications.
      • Formula: (TN + TP) / (TN + TP + FP + FN)

    Sensitivity and Specificity

    • Sensitivity: The proportion of people with the disease who test positive.
      • Formula: TP / (TP + FN)
    • Specificity: The proportion of people without the disease who test negative.
      • Formula: TN / (TN + FP)

    Predictive Values

    • Positive Predictive Value (PPV): Probability of patients with a true positive result having the condition.
      • Formula: TP / (TP + FP)
    • Negative Predictive Value (NPV): Probability of patients with a true negative result not having the condition.
      • Formula: TN / (TN + FN)

    Reference Values

    • Reference values (or reference intervals) are a range of values that are typically observed in healthy individuals.
    • The range may differ based on factors like age, sex and specimen type.
    • Establishing reference intervals usually involves a group of healthy subjects being tested and then identifying the normal range.
    • Factors that can influence reference values include age, sex, genetic background, exposure to environmental factors, sample collection and storage, among others.
    • Reference values are utilized to aid in clinical decision-making.

    Sample Problems

    • Presented examples demonstrate how to calculate diagnostic accuracy metrics (sensitivity, specificity, PPV, NPV, overall accuracy) using data from 2x2 truth tables.
    • An example problem highlights the impact of cutoff values for a diagnostic test.

    Review Questions

    • Review questions are designed to test your understanding of the topic.

    Studying That Suits You

    Use AI to generate personalized quizzes and flashcards to suit your learning preferences.

    Quiz Team

    Description

    This quiz assesses your understanding of key concepts related to diagnostic accuracy, including the significance of sensitivity, the purpose of 'gold standards', and the distinctions between accuracy and precision. It also explores reference values in clinical chemistry and the importance of sample collection procedures. Test your knowledge of these critical aspects of diagnostic testing!

    More Like This

    Laboratory Quality and Accuracy
    16 questions
    Effective Diagnosis of Pulpitis Review
    30 questions
    Use Quizgecko on...
    Browser
    Browser