WBR0599: Difference between revisions

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{{WBRQuestion
{{WBRQuestion
|QuestionAuthor={{Rim}}
|QuestionAuthor={{YD}} ({{Reviewed by {{YD}})
|ExamType=USMLE Step 1
|ExamType=USMLE Step 1
|MainCategory=Biostatistics/Epidemiology
|MainCategory=Biostatistics/Epidemiology
Line 21: Line 21:
|MainCategory=Biostatistics/Epidemiology
|MainCategory=Biostatistics/Epidemiology
|SubCategory=Neurology
|SubCategory=Neurology
|Prompt=A lab technician is assessing the utility of a new lab machine that quantifies serum vitamin B12 levels. First, he measures the levels of vitamin B12 in 50 vials of serum of patients with neurological complaints who are known to have the exact same level of vitamin B12 deficiency. Following measurement of each vial, he compares the vitamin B12 levels among different vials and then compares their levels to the reference standard provided by the new machine's manufacturer. Following calculations, he notes that the results of the vitamin B12 levels are not entirely correct due to the presence of a random error despite the absence of a systematic error. Which of the following statements is entirely true regarding the technician's experiment?
|Prompt=A lab technician is assessing a novel method to quantify serum vitamin B12 levels. First, he uses the new method to measure the levels of vitamin B12 in sera of 50 patients previously known to have identical vitamin B12 levels. Then, the technician compares the obtained vitamin B12 levels among each other, and also compares their levels to the reference standard. The technician finally concludes that a random error is present despite the absence of a systematic error. Which of the following statements is entirely true regarding the technician's novel method?
|Explanation=The experiment conducted by the lab technician assesses both precision and accuracy. Precision is defined as the consistency of a test; it measures its reproducibility and its reliability.  It is best measured when samples of the same test are compared against each others (not against a reference standard). Lack of precision is a result of random error during experimentation.
|Explanation=The experiment conducted by the lab technician assesses both precision and accuracy of his novel technique. Precision is defined as the consistency of a test; it measures its reproducibility and its reliability.  It is optimally assessed when sample results from the same test are compared against each others (not against a reference standard). Lack of precision is a result of random error during experimentation. In contrast, accuracy measures the trueness or the validity of a test. It is optimally assessed by comparing sample results to a reference standard, not to other sample results of the same machine. Lack of accuracy is a result of systematic error during experimentation. As a result, all sample data will skew in a similar fashion from the true value due to the presence of an error that affects all the samples equally. In this vignette, the technician's novel method is accurate due to lack of systematic error but not precise due to the presence of a random error. As such, it is valid/true but not reproducible/reliable.
 
|AnswerA=The method is precise but not accurate; it is reproducible but not valid
In contrast, accuracy measures the trueness or the validity of a test. It is best assessed by comparing samples to a reference standard, not to other samples. Lack of accuracy is a result of systematic error during experimentation. As a result, all sample data will skew in a similar fashion from the true value due to the presence of an error that affects all the samples equally.
|AnswerAExp=The described method is accurate but not precise.
 
|AnswerB=The method is precise but not accurate; it is valid but not reproducible
As a result, the technician's experiment is accurate due to lack of systematic error but not precise due to the presence of a random error. As such, it is valid/true but not reproducible/reliable.
|AnswerBExp=The described method is accurate but not precise.
 
|AnswerC=The method is accurate but not precise; it is valid but not reproducible
|AnswerA=The experiment is precise but not accurate; it is reproducible but not valid
|AnswerCExp=The method is truly accurate (valid) but not precise (reproducible) because of the absence of a systematic error and presence of random error, respectively.
|AnswerAExp=The described experiment is accurate but not precise.
|AnswerD=The method is accurate but not precise; it is reproducible but not valid
|AnswerB=The experiment is precise but not accurate; it is valid but not reproducible
|AnswerDExp=The described method is valid but not reproducible.
|AnswerBExp=The described experiment is accurate but not precise.
|AnswerE=The method is valid but precision cannot be determined based on the provided information. The method is thus valid with undetermined reproducibility.
|AnswerC=The experiment is accurate but not precise; it is valid but not reproducible
|AnswerEExp=Since the method contains a random error, it lacks precision.
|AnswerCExp=The experiment is truly accurate (valid) but not precise (reproducible) because of the absence of a systematic error and presence of random error, respectively.
|EducationalObjectives=Accuracy is measured by comparison of sample results to a reference standard. It assesses the trueness or validity of a technique or method and may be reduced by a systematic error. In contrast, precision is measured by comparison of sample results to other samples that have been similarly tested. It assesses the reproducibility or reliability of a technique or method and may be reduced by a random error.
|AnswerD=The experiment is accurate but not precise; it is reproducible but not valid
|AnswerDExp=The described experiment is valid but not reproducible.
|AnswerE=The experiment is valid but precision cannot be determined based on the provided information. The experiment is thus reproducible with undetermined validity.
|AnswerEExp=Since the experiment contains a random error, it lacks precision.
|EducationalObjectives=Accuracy is measured by comparison to a reference standard. It assesses the trueness or validity of the experiment and may be reduced by a systematic error. In contrast, precision is measured by comparison to another samples. It assesses the reproducibility or reliability of the experiment and may be reduced by a random error.
|References=First Aid 2014 page 54
|References=First Aid 2014 page 54
|RightAnswer=C
|RightAnswer=C
|WBRKeyword=accuracy, precision, B12, vitamin, reproducible, reproducibility, reliable, reliability, valid, validity, true, trueness, systematic, random, error, reference, standard, sample, vials
|WBRKeyword=Accuracy, Precision, B12, Vitamin, Method, Technique, Reproducible, Reproducibility, Reliable, Reliability, Valid, Validity, True, Trueness, Systematic, Random, Error, Reference, Standard, Sample
|Approved=No
|Approved=Yes
}}
}}

Revision as of 16:13, 17 September 2014

{{WBRQuestion |QuestionAuthor=Yazan Daaboul, M.D. ({{Reviewed by Yazan Daaboul, M.D.) |ExamType=USMLE Step 1 |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |MainCategory=Biostatistics/Epidemiology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |MainCategory=Biostatistics/Epidemiology |MainCategory=Biostatistics/Epidemiology |SubCategory=Neurology |Prompt=A lab technician is assessing a novel method to quantify serum vitamin B12 levels. First, he uses the new method to measure the levels of vitamin B12 in sera of 50 patients previously known to have identical vitamin B12 levels. Then, the technician compares the obtained vitamin B12 levels among each other, and also compares their levels to the reference standard. The technician finally concludes that a random error is present despite the absence of a systematic error. Which of the following statements is entirely true regarding the technician's novel method? |Explanation=The experiment conducted by the lab technician assesses both precision and accuracy of his novel technique. Precision is defined as the consistency of a test; it measures its reproducibility and its reliability. It is optimally assessed when sample results from the same test are compared against each others (not against a reference standard). Lack of precision is a result of random error during experimentation. In contrast, accuracy measures the trueness or the validity of a test. It is optimally assessed by comparing sample results to a reference standard, not to other sample results of the same machine. Lack of accuracy is a result of systematic error during experimentation. As a result, all sample data will skew in a similar fashion from the true value due to the presence of an error that affects all the samples equally. In this vignette, the technician's novel method is accurate due to lack of systematic error but not precise due to the presence of a random error. As such, it is valid/true but not reproducible/reliable. |AnswerA=The method is precise but not accurate; it is reproducible but not valid |AnswerAExp=The described method is accurate but not precise. |AnswerB=The method is precise but not accurate; it is valid but not reproducible |AnswerBExp=The described method is accurate but not precise. |AnswerC=The method is accurate but not precise; it is valid but not reproducible |AnswerCExp=The method is truly accurate (valid) but not precise (reproducible) because of the absence of a systematic error and presence of random error, respectively. |AnswerD=The method is accurate but not precise; it is reproducible but not valid |AnswerDExp=The described method is valid but not reproducible. |AnswerE=The method is valid but precision cannot be determined based on the provided information. The method is thus valid with undetermined reproducibility. |AnswerEExp=Since the method contains a random error, it lacks precision. |EducationalObjectives=Accuracy is measured by comparison of sample results to a reference standard. It assesses the trueness or validity of a technique or method and may be reduced by a systematic error. In contrast, precision is measured by comparison of sample results to other samples that have been similarly tested. It assesses the reproducibility or reliability of a technique or method and may be reduced by a random error. |References=First Aid 2014 page 54 |RightAnswer=C |WBRKeyword=Accuracy, Precision, B12, Vitamin, Method, Technique, Reproducible, Reproducibility, Reliable, Reliability, Valid, Validity, True, Trueness, Systematic, Random, Error, Reference, Standard, Sample |Approved=Yes }}