Research into cigarette-smoking habits, smoking prevention, and cessation programs necessitates accurate measurement of smoking behavior. However, decreasing social acceptability of smoking appears to cause significant underreporting. Chemical markers for cigarette use can provide objective indicators of smoking behavior. One widely used noninvasive marker is the level of saliva thiocyanate (SCN). In a Minneapolis school district, 1332 students in eighth grade (ages 12–14) participated in a study [12] whereby they (1) Viewed a film illustrating how recent cigarette use could be readily detected from small samples of saliva (2) Provided a personal sample of SCN (3) Provided a self-report of the number of cigarettes smoked per week The results are given in Table 3.10. TABLE 3.10 Relationship between SCN levels and self-reported cigarettes smoked per week Source: Based on the American Journal of Public Health , 71 (12), 1320, 1981. Suppose the self-reports are completely accurate and are representative of the number of eighth-grade students who smoke in the general community. We are considering using an SCN level ≥ 100 μ g/mL as a test criterion for identifying cigarette smokers. Regard a student as positive if he or she smokes one or more cigarettes per week. What is the sensitivity of the test for heavy-smoking students (students who smoke ≥ 45 cigarettes per week)?
Research into cigarette-smoking habits, smoking prevention, and cessation programs necessitates accurate measurement of smoking behavior. However, decreasing social acceptability of smoking appears to cause significant underreporting. Chemical markers for cigarette use can provide objective indicators of smoking behavior. One widely used noninvasive marker is the level of saliva thiocyanate (SCN). In a Minneapolis school district, 1332 students in eighth grade (ages 12–14) participated in a study [12] whereby they (1) Viewed a film illustrating how recent cigarette use could be readily detected from small samples of saliva (2) Provided a personal sample of SCN (3) Provided a self-report of the number of cigarettes smoked per week The results are given in Table 3.10. TABLE 3.10 Relationship between SCN levels and self-reported cigarettes smoked per week Source: Based on the American Journal of Public Health , 71 (12), 1320, 1981. Suppose the self-reports are completely accurate and are representative of the number of eighth-grade students who smoke in the general community. We are considering using an SCN level ≥ 100 μ g/mL as a test criterion for identifying cigarette smokers. Regard a student as positive if he or she smokes one or more cigarettes per week. What is the sensitivity of the test for heavy-smoking students (students who smoke ≥ 45 cigarettes per week)?
Solution Summary: The author explains that the sensitivity of the test for heavy-smoking students is 0.652. The event A is defined as no cigarettes smoked in past week, B_2 is
Research into cigarette-smoking habits, smoking prevention, and cessation programs necessitates accurate measurement of smoking behavior. However, decreasing social acceptability of smoking appears to cause significant underreporting. Chemical markers for cigarette use can provide objective indicators of smoking behavior. One widely used noninvasive marker is the level of saliva thiocyanate (SCN). In a Minneapolis school district, 1332 students in eighth grade (ages 12–14) participated in a study [12] whereby they
(1) Viewed a film illustrating how recent cigarette use could be readily detected from small samples of saliva
(2) Provided a personal sample of SCN
(3) Provided a self-report of the number of cigarettes smoked per week
The results are given in Table 3.10.
TABLE 3.10 Relationship between SCN levels and self-reported cigarettes smoked per week
Source: Based on the American Journal of Public Health, 71(12), 1320, 1981.
Suppose the self-reports are completely accurate and are representative of the number of eighth-grade students who smoke in the general community. We are considering using an SCN level ≥ 100 μg/mL as a test criterion for identifying cigarette smokers. Regard a student as positive if he or she smokes one or more cigarettes per week.
What is the sensitivity of the test for heavy-smoking students (students who smoke ≥ 45 cigarettes per week)?
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Hypothesis Testing - Solving Problems With Proportions; Author: The Organic Chemistry Tutor;https://www.youtube.com/watch?v=76VruarGn2Q;License: Standard YouTube License, CC-BY
Hypothesis Testing and Confidence Intervals (FRM Part 1 – Book 2 – Chapter 5); Author: Analystprep;https://www.youtube.com/watch?v=vth3yZIUlGQ;License: Standard YouTube License, CC-BY