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Essentials of Biostatistics in Public Health Fourth Edition Lisa M. Sullivan SOLUTION MANUAL

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Essentials of Biostatistics in Public Health Fourth Edition Lisa M. Sullivan SOLUTION MANUAL

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,Essentials of Biostatistics in Public Health, Fourth Edition
Lisa M. Sullivan
End-of-Chapter Answers

CHAPTER 2

1. An investigator wants to assess whether smoking is a risk factor for pancreatic cancer.

Electronic medical records at a local hospital will be used to identify 50 patients with

pancreatic cancer. One hundred patients who are similar but free of pancreatic cancer will

also be selected. Each participant’s medical record will be analyzed for smoking history.

Identify the type of study proposed and indicate its specific strengths and weaknesses.

Answer:

The study is a case-control study. Patients with pancreatic cancer are considered cases

and patients free of cancer are controls. Strengths of the design include cost and time

efficiency to identify a sufficient number of cases for analysis. Weaknesses include

generalizability (study participants were all patients at one hospital) and ascertainment of

exposure status (smoking). Exposure data will be collected from medical records, which

may not have smoking recorded accurately.

2. What is the most likely source of bias in the study described in Problem 1?

Answer:

The most likely source of bias is misclassification bias, particularly with regard to

classification of smoking status (exposure) because smoking information will be

collected from the medical record.

3. An investigator wants to assess whether the use of a specific medication given to infants

born prematurely is associated with developmental delay. Fifty infants who were given

the medication and 50 comparison infants who were also born prematurely but not given

the medication will be selected for the analysis. Each infant will undergo extensive

testing at age 2 for various aspects of development. Identify the type of study proposed


Copyright © 2023 by Jones & Bartlett Learning, LLC, an Ascend Learning Company 1

,Essentials of Biostatistics in Public Health, Fourth Edition
Lisa M. Sullivan
End-of-Chapter Answers

and indicate its specific strengths and weaknesses.

Answer:

The study is a cohort study of children born prematurely. The cohort will be designed to

include children who were given (exposed) and not given (unexposed) a specific

medication after birth. The strengths of the study are its prospective nature, which will

allow investigators to estimate incidence of developmental delay in the two comparison

groups and also to assess the temporal relationship between exposure and outcome. The

major weakness of the study is the possibility of confounding. There may be other

exposures, other than the medication, that are not measured that relate to developmental

delay.

4. Is bias or confounding more of an issue in the study described in Problem 3? Give an

example of a potential source of bias and a potential confounding factor.

Answer:

Confounding is the major issue in this cohort study. Potential confounding factors include

other medical treatments for prematurity and specific aspects of infant care (e.g., family,

environmental factors). Bias is less of an issue, but misclassification bias could be an

issue. If persons assessing the outcome (developmental delay) are aware of exposure

status, they might differentially measure outcome status. Selection bias could also be an

issue depending on the inclusion and exclusion criteria used to select participants who

were exposed and not exposed to the medication.

5. A study is planned to assess the effect of a new surgical intervention for gallbladder

disease. One hundred patients with gallbladder disease will be randomly assigned to

receive either the new surgical intervention or the standard surgical intervention. The


Copyright © 2023 by Jones & Bartlett Learning, LLC, an Ascend Learning Company 2

, Essentials of Biostatistics in Public Health, Fourth Edition
Lisa M. Sullivan
End-of-Chapter Answers

efficacy of the new surgical intervention will be measured by the time a patient takes to

return to normal activities, recorded in days. Identify the type of study proposed and

indicate its specific strengths and weaknesses.

Answer:

The study is a randomized controlled trial or a clinical trial. The strengths of the study

include randomization, which should minimize confounding. Thus, any observed

differences in return to normal activities should be attributable to treatment. One

weakness is generalizability. Details are not provided in terms of the number of centers

involved: Multiple centers would promote generalizability. Clinical trials are often also

criticized for being too narrow, specifically in terms of the patient eligibility criteria.

6. An investigator wants to assess the association between caffeine consumption and

impaired glucose tolerance, a precursor to diabetes. A study is planned to include 70

participants. Each participant will be surveyed with regard to their daily caffeine

consumption. In addition, each participant will submit a blood sample that will be used to

measure glucose level. Identify the type of study proposed and indicate its specific

strengths and weaknesses.

Answer:

The study is a cross-sectional survey. The strength of the study is that it will allow for

estimation of the prevalence and extent of caffeine consumption and impaired glucose

tolerance at a point in time. The weaknesses include inability to assess a temporal

relationship and potential for nonresponse (some participants may refuse to provide a

blood sample), limiting generalizability. Finally, the inferences that can be made from

this study are associational and limited to the time of the study only.


Copyright © 2023 by Jones & Bartlett Learning, LLC, an Ascend Learning Company 3

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