Question

1. A study of the dietary habits of 359,264 Korean adolescents was conducted to find a link between dietary habits and school performance. Identify the population and the sample in the study. (Source: Wolters Kluwer Health, Inc.) 2. Determine whether each number describes a population parameter or a sample statistic. Explain your reasoning. (a) A survey of 1000 U.S. adults found that 52% think that the introduction of driverless cars will make roads less safe. (Source: Rasmussen Reports) (b) At a college, 90% of the members of the Board of Trustees approved the contract of the new president. (c) A survey of 727 small business owners found that 25% reported job openings they could not fill. (Source: National Federation of Independent Business) 3. Determine whether the data are qualitative or quantitative. Explain. (a) A list of debit card personal identification numbers (b) The final scores on a video game 4. Determine the level of measurement of the data set. Explain your reasoning. (a) A list of badge numbers of police officers at a precinct (b) The horsepowers of racing car engines (c) The top 10 grossing films released in a year (d) The years of birth for the runners in the Boston marathon 5. Determine whether the study is an observational study or an experiment. Explain. (a) Researchers conduct a study to determine whether body mass index (BMI) influences mortality. To conduct the study, researchers obtained the BMIs of 3,951,455 people. (Source: Elsevier) (b) Researchers conduct a study to determine whether taking a multivitamin daily affects cognitive health among men as they age. To perform the study, researchers studied 5947 male physicians ages 65 years or older and had one group take a multivitamin daily and had another group take a placebo daily. (Source: American College of Physicians) 6. An experiment is performed to test the effects of a new drug on high blood pressure. The experimenter identifies 320 people ages 35-50 years old with high blood pressure for participation in the experiment. The subjects are divided into equal groups according to age. Within each group, subjects are then randomly selected to be in either the treatment group or the control group. What type of experimental design is being used for this experiment? 7. Identify the sampling technique used in each study. Explain your reasoning. (a) A journalist asks people at a campground about air pollution. (b) For quality assurance, every tenth machine part is selected from an assembly line and measured for accuracy. (c) A study on attitudes about smoking is conducted at a college. The students are divided by class (freshman, sophomore, junior, and senior). Then a random sample is selected from each class and interviewed. 8. Which technique used in Exercise 7 could lead to a biased study? Explain.

          1. A study of the dietary habits of 359,264 Korean adolescents was conducted to find a link between dietary habits and school performance. Identify the population and the sample in the study. (Source: Wolters Kluwer Health, Inc.)
2. Determine whether each number describes a population parameter or a sample statistic. Explain your reasoning.
(a) A survey of 1000 U.S. adults found that 52% think that the introduction of driverless cars will make roads less safe. (Source: Rasmussen Reports)
(b) At a college, 90% of the members of the Board of Trustees approved the contract of the new president.
(c) A survey of 727 small business owners found that 25% reported job openings they could not fill. (Source: National Federation of Independent Business)
3. Determine whether the data are qualitative or quantitative. Explain.
(a) A list of debit card personal identification numbers
(b) The final scores on a video game
4. Determine the level of measurement of the data set. Explain your reasoning.
(a) A list of badge numbers of police officers at a precinct
(b) The horsepowers of racing car engines
(c) The top 10 grossing films released in a year
(d) The years of birth for the runners in the Boston marathon
5. Determine whether the study is an observational study or an experiment. Explain.
(a) Researchers conduct a study to determine whether body mass index (BMI) influences mortality. To conduct the study, researchers obtained the BMIs of 3,951,455 people. (Source: Elsevier)
(b) Researchers conduct a study to determine whether taking a multivitamin daily affects cognitive health among men as they age. To perform the study, researchers studied 5947 male physicians ages 65 years or older and had one group take a multivitamin daily and had another group take a placebo daily. (Source: American College of Physicians)
6. An experiment is performed to test the effects of a new drug on high blood pressure. The experimenter identifies 320 people ages 35-50 years old with high blood pressure for participation in the experiment. The subjects are divided into equal groups according to age. Within each group, subjects are then randomly selected to be in either the treatment group or the control group. What type of experimental design is being used for this experiment?
7. Identify the sampling technique used in each study. Explain your reasoning.
(a) A journalist asks people at a campground about air pollution.
(b) For quality assurance, every tenth machine part is selected from an assembly line and measured for accuracy.
(c) A study on attitudes about smoking is conducted at a college. The students are divided by class (freshman, sophomore, junior, and senior). Then a random sample is selected from each class and interviewed.
8. Which technique used in Exercise 7 could lead to a biased study? Explain.
        
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Elementary Statistics a Step by Step Approach
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Allan G. Bluman 9th Edition
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1. A study of the dietary habits of 359,264 Korean adolescents was conducted to find a link between dietary habits and school performance. Identify the population and the sample in the study. (Source: Wolters Kluwer Health, Inc.) 2. Determine whether each number describes a population parameter or a sample statistic. Explain your reasoning. (a) A survey of 1000 U.S. adults found that 52% think that the introduction of driverless cars will make roads less safe. (Source: Rasmussen Reports) (b) At a college, 90% of the members of the Board of Trustees approved the contract of the new president. (c) A survey of 727 small business owners found that 25% reported job openings they could not fill. (Source: National Federation of Independent Business) 3. Determine whether the data are qualitative or quantitative. Explain. (a) A list of debit card personal identification numbers (b) The final scores on a video game 4. Determine the level of measurement of the data set. Explain your reasoning. (a) A list of badge numbers of police officers at a precinct (b) The horsepowers of racing car engines (c) The top 10 grossing films released in a year (d) The years of birth for the runners in the Boston marathon 5. Determine whether the study is an observational study or an experiment. Explain. (a) Researchers conduct a study to determine whether body mass index (BMI) influences mortality. To conduct the study, researchers obtained the BMIs of 3,951,455 people. (Source: Elsevier) (b) Researchers conduct a study to determine whether taking a multivitamin daily affects cognitive health among men as they age. To perform the study, researchers studied 5947 male physicians ages 65 years or older and had one group take a multivitamin daily and had another group take a placebo daily. (Source: American College of Physicians) 6. An experiment is performed to test the effects of a new drug on high blood pressure. The experimenter identifies 320 people ages 35-50 years old with high blood pressure for participation in the experiment. The subjects are divided into equal groups according to age. Within each group, subjects are then randomly selected to be in either the treatment group or the control group. What type of experimental design is being used for this experiment? 7. Identify the sampling technique used in each study. Explain your reasoning. (a) A journalist asks people at a campground about air pollution. (b) For quality assurance, every tenth machine part is selected from an assembly line and measured for accuracy. (c) A study on attitudes about smoking is conducted at a college. The students are divided by class (freshman, sophomore, junior, and senior). Then a random sample is selected from each class and interviewed. 8. Which technique used in Exercise 7 could lead to a biased study? Explain.
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Assignment One: Identifying Research Methods At the end of this assignment, there are descriptions of eight research situations. Read through each of the research scenarios and answer the following questions for each of the research problems: 1. Does the study involve correlational research or is it an experiment? 2. If you decide the study involves correlational research, do the results suggest a positive or a negative relationship between the variables under investigation? WHY did you draw that conclusion? 3. If you decide the study involves experimental research, identify both the independent and dependent variables in the study. Once you have identified the independent and dependent variables, - list the values for the independent variable (what are the different conditions in the study?), and - decide on a way in which the researcher could operationally define (objectively quantify) the dependent variable - i.e., how can this variable be measured? 1. Researchers looking at the relationship between intelligence and the total number of children in a family found that the children with the highest IQ scores were most likely to come from the smallest size families. 2. In an attempt to determine which method would assure the best classroom attendance, an educational psychologist had two teachers try different techniques. One teacher rewarded students for attendance with bonus points; a second teacher punished absences by deducting points. The results indicated that attendance was better in the class where attendance was rewarded using bonus points. 3. An investigator was interested in the effect of a nutritionally poor diet during pregnancy on the likelihood of brain defects. He collected data on the nutritional adequacy of the mother's diet and the occurrence of birth defects for all children born in the hospitals of a large city for one month. The results indicated that the more adequate the diet, the fewer the birth defects. 4. A researcher believes that hyperactivity in children is related to the amount of sugar in their diet. The researcher records both sugar intake and activity level for 50 children over a five-month period. The results indicated that those children who consumed the most sugar tended to be the most active. 5. An investigator believed that children's aggressive behavior will be increased by their observations of violence. Some children were shown a very violent film while others viewed a film of a nonviolent athletic competition. Afterwards, graduate students observed and scored instances of aggressive behavior in children from both groups playing together in a room. Children who had watched the very violent program behaved significantly more aggressively than did children from the other group. 6. Researchers studying the effects of alcohol consumption tested the physical coordination skills of 21-year-old men who were first assigned to drink a beverage with either 4, 2, or 0 ounces of alcohol in the laboratory. The results indicated that the group that consumed the most alcohol did most poorly on the test of physical coordination. 7. A researcher wants to determine whether people are more likely or less likely to help someone in distress when other people are present and witness the distress. Some participants were tested when they were the only witness to a person in distress; others were tested when a small group of people witnessed the person in distress. The results indicated that people were more likely to help when they were the only witness to the distress. 8. A researcher was investigating drug abuse patterns in adults. The researcher collected information from 60 individuals enrolled in a drug treatment program. Part of the information rated the severity of the individual's drug abuse; individuals were also asked when they had first started experimenting with drugs. The results indicated that those individuals who experimented with drugs at the earliest age tended to have the most severe drug abuse problems.

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1. The following information applies to questions 1-4. In January 2000 you began a one-year study of tuberculosis (TB) in a subsidized housing community in the Lower East Side of New York City. You enrolled 500 residents in your study and checked on their TB status on a monthly basis. At the start of your study on January 1st, you screened all 500 residents. Upon screening, you found that 20 of the healthy residents were immigrants who were vaccinated for TB and so were not at risk. Another 30 residents already had existing cases of TB on January 1st. On February 1st, 5 residents developed TB. On April 1st, 5 more residents developed TB. On June 1st, 10 healthy residents moved away from New York City were lost to follow-up. On July 1st, 10 of the residents who had existing TB on January 1st died from their disease. The study ended on December 31, 2000. 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The purpose of double blinding in clinical trials is to: (Points: 2) Reduce error that results from how the outcome is assessed Reduce error that results from subject's participation in the trial Reduce error that results from assignment to study conditions The 1st and 3rd answers only All of the above 6. An analysis that includes all subjects who were randomized to the treatment and comparison groups, regardless of whether they received or completed their assigned study protocol. (Points: 2) Run-in period Efficacy analysis Comparability Intent-to-treat analysis 7. The ideal comparison group in a cohort study (Points: 2) Is as similar as possible to the exposed group with respect to factors other than the exposure that could influence the development of disease. Would, if possible, consist of exactly the same individuals in the exposed group had they not been exposed. Both of the above Neither of the above 8. Noncompliance in an experimental study biases the results toward the null. (Points: 2) True False 9. The following information applies to questions 9 and 10. A study was done to determine whether the amount of money spent on soft drinks was related to mortality from diabetes. The investigators collected data on per capita (average per person) soft drink consumption in 10 U.S. states and examined its relationship to mortality rates from diabetes in those 10 states. In order to calculate per capita sales, they gathered annual data on soft drink sales from commerce records and then divided these figures by the state’s population from the most recent Census. The mortality data were gathered from the vital records department in each state. Here are the data that they collected. U.S. State Annual Per Capita Soft Drink Sales Annual Diabetes Mortality Rate (per 100,000 population) Massachusetts $150 207 New York $300 353 Florida $500 688 Alabama $700 801 Alaska $50 75 California $500 605 Nevada $200 310 Idaho $250 325 Ohio $400 454 Arkansas $350 405 What type of study is this? (Points: 2) Ecologic Cross-sectional Case-control Cohort 10. Based on these findings, the investigators concluded that there was an association between consumption of soft drinks and mortality from diabetes. A potential flaw in this reasoning is that it is not known if the people who died from diabetes consumed soft drinks. (Points: 2) True False 11. Each activity below has a specific purpose in epidemiological research. Match each activity in the first column with its corresponding purpose in the second column by selecting the correct letter. Each activity has only one correct answer. (Points: 2) Matching: Answer Potential Matches: : Conduct screening 1: Increases statistical stability : Blind/mask study staff 2: Decreases confounding : Include a large sample size 3: Improves survival : Use matching 4: Decreases interviewer bias 12. The following information applies to questions 12-14. An article was recently published on the relationship between caffeine consumption during pregnancy and low birth weight. The article was based on the results of a case-control study. As you know, caffeine is present in a wide variety of beverages, foods, and medications, including coffee, tea, and colas. The following statements have been taken from the introduction and results sections of the article. Select the Hill’s guideline that best describes each statement. Caffeine exposure during pregnancy could have a harmful effect because caffeine interferes with cell division, metabolism, and growth. (Points: 2) Consistency Dose-response Temporality Biological plausibility Strength of the association 13. Four prior case-control studies and three cohort studies of caffeine intake during pregnancy have shown an increased risk of low-birth-weight infants among women who consumed high amounts of caffeine. (Points: 2) Consistency Dose-response Temporality Biological plausibility Strength of the association 14. The risk of low birth weight increased as the caffeine consumption increased. Compared to women who did not consume any caffeine during pregnancy, the relative risk of giving birth to a low-birth-weight infant was 1.4 for women who had low caffeine consumption, 2.3 for women who had moderate caffeine consumption, and 5.6 for women who had high caffeine consumption. (Points: 2) Consistency Dose-response Temporality Biological plausibility Strength of the association 15. Use the following information to answer questions 15-17. Suppose that your company has just developed a new screening test for a disease and you are in charge of testing its validity and feasibility. You decide to evaluate the test on 1000 individuals and compare the results of the new test to the gold standard. Below are the results. Gold Standard Determination of Disease Total Results of Screening Test Yes No Positive 285 7 292 Negative 15 693 708 Total 300 700 1,000 Calculate the sensitivity of the new screening test. (Points: 2) 285/300 = 95% 285/1000 = 28.5% 15/300 = 5% 693/700 = 99% 16. What is the correct interpretation of the results of a calculation of specificity? (Points: 2) The test is able to correctly classify as positive 95% of those with the disease. The test is able to correctly classify as negative 99% of those without the disease. Of those who screened positive, 97.6% of them actually have the disease. Of those who screened negative, 97.9% of them actually do not have the disease. 17. What would happen to the predictive value positive if this test were administered in a population with a disease prevalence of 1% instead of 30%? (Note that the sensitivity and specificity of the test remain the same.) (Points: 2) Predictive value positive would remain the same. Predictive value positive would increase. Predictive value positive would decrease. 18. The following information applies to questions 18 through 20. The association between cellular telephone use and the risk of brain cancer was investigated in a case-control study. The study included 475 cases and 400 controls and the following results were seen: Cases Controls Cellular Phone User Yes 270 200 No 205 200 Total 475 400 Calculate the odds ratio based on these data. (Points: 2) OR = (200*205) / (270*200) = 0.76 OR = (270/475) / (200/400) = 1.33 OR = (270/470) / (200/405) = 1.80 OR = (270*200) / (200*205) = 1.32 19. The p-value for this odds ratio is 0.06. What is the correct interpretation of this p-value? (Points: 2) Given that the null hypothesis is not true, the chances of seeing these results, or more extreme results, is 6% Given that the null hypothesis is true, there is a 6% chance that users of cell phones will develop brain cancer Given that the null hypothesis is true, the chances of seeing these results, or more extreme results, is 6% Given that the null hypothesis is not true, there is no association between cell phone use and brain cancer 20. Gender was considered a potential confounder and effect measure modifier in this study. The data were stratified into males and females in order to assess these issues. Males: Cases 242, Controls 150 (User Yes); Cases 100, Controls 50 (User No). Stratum-specific OR = 0.8 Females: Cases 28, Controls 50 (User Yes); Cases 105, Controls 150 (User No). Stratum-specific OR = 0.8 Choose the correct statement about gender as a confounder and/or effect modifier in this study. (Points: 2) Gender is a confounder and effect modifier. Gender is not a confounder but is an effect modifier Gender is a confounder but not an effect modifier Gender is neither a confounder nor an effect modifier 21. The uses of epidemiology include: (Points: 2) Understanding how a risk factor is related to a health outcome Developing etiologic hypotheses Evaluation of health services All of the above 22. John Snow: (Points: 2) Was the father of modern biostatistics. Established postulates for transmission of infectious disease. Was an early epidemiologist who used natural experiments. Argued that the environment was associated with diseases such as malaria. 23. A dynamic population is one that adds new members through immigration and births and loses members through emigration and deaths. (Points: 2) True False 24. Descriptive epidemiology characterizes the amount and distribution of disease within a population to enable the epidemiologist to: (Points: 2) Test hypotheses regarding causality of disease Generate testable hypotheses regarding etiology Evaluate trends in health and disease within a population The 2nd and 3rd answers only All of the above 25. When interpreting public health data from different sources, it is important to consider: (Points: 2) The amount of missing data The population covered Any changes in data collection methods All of the above 26. A study collects information on occupation and blood pressure among current Mass Turnpike toll booth collectors and current Turnpike office workers. What type of study is this? (Points: 2) Case report Case series Ecological study Cross-sectional study 27. The Health Professionals Cohort Study began in 2005 in order to evaluate a series of hypotheses about men’s health relating nutritional factors to the incidence of serious illnesses such as cancer, heart disease, and other vascular diseases. Every two years, members of the study will receive surveys with questions about diseases and health-related topics like smoking, physical activity, and medications taken. The surveys that ask detailed dietary information will be administered in four-year intervals. What kind of cohort study is this? (Points: 2) Retrospective Prospective Ambidirectional 28. Selection bias is most likely to occur in which type of study? (Points: 2) Prospective cohort studies Retrospective cohort studies Case-control studies Both the 2nd and 3rd answers 29. Interviewer/recording bias can occur in (Points: 2) Case-control studies only Cohort studies only Experimental studies only Any type of epidemiologic study 30. Differential misclassification can bias study results in which direction? (Points: 2) Toward the null Away from the null Either toward or away from the null 31. Which of the following is true about the P value? (Points: 2) Indicates the probability of seeing the observed result, and results more extreme, by chance alone (given that the null hypothesis is true) Indicates the probability that the null hypothesis is true Rules out the role of bias and/or confounding Indicates that the results observed are of medical or public health significance 32. When assessing the results of a study, what are the possible explanations for the observed results? (Points: 2) The observed results may be due to chance (i.e., random error) The observed results may be true The observed results may be due to bias The observed results may be due to confounding All of the above 33. Which of the following statements is/are true about the 95% confidence interval? (Points: 2) If you did the study 100 times and got 100 point estimates and 100 confidence intervals, in 95 of the 100 results, the true point estimate would lie within the given interval. The range within which the true measure of effect lies with a stated probability, or a certain degree of assurance (95%). The confidence interval is calculated around the point estimate and quantifies the variability around the point estimate. The 1st and 2nd answers only All of the above 34. Compensating research participants is a necessary part of the research protocol, ensures participation, and enhances the quality of the data collected. (Points: 2) True False 35. A cohort study of liver cancer among alcoholics was conducted. Incidence rates of liver cancer among alcoholic men are compared to a group of non-alcoholic men. Gender is a confounder in this study. (Points: 2) True False 36. Which of the following should be included in an informed consent process? (Points: 2) An explanation of the research study A statement that a participant may withdraw at any time from the study An acknowledgement of possible risks to the participant Information on whom to contact for answers to questions about the research All of the above 37. A study of the risk of pulmonary hypertension among women who take diet drugs to lose weight was undertaken. The crude relative risk of pulmonary hypertension comparing diet drug users to nonusers is 17.0, and the age-adjusted relative risk is 5.0. Age is a confounder in this study. (Points: 2) True False 38. Town A and Town B are both located in Massachusetts. Both towns have approximately 100,000 residents, and their own water supply. Fluoride is added to the water supply of Town A; nothing is added to the water supply of Town B. The decision to add fluoride to Town A’s water, and not Town B’s, was made using a random number table. Both towns are monitored and compared with regards to the occurrence of new cases of dental caries (cavities) over a 5 year period. What type of study is this? (Points: 2) Individual Preventive Randomized Controlled Trial Community Preventive Randomized Controlled Trial Individual Therapeutic Randomized Controlled Trial Community Therapeutic Randomized Controlled Trial 39. Subjects with a confirmed diagnosis of carpal tunnel syndrome were compared to a comparable group without carpal tunnel syndrome and both groups were asked about their prior occupational and recreational exposures, including hours per week of computer use. This is an example of which study design? (Points: 2) Case-control study Prospective cohort study Cross-sectional study 40. The difference between primary and secondary prevention of disease is: (Points: 2) Primary prevention means control of causal factors, while secondary prevention means control of symptoms. Primary prevention means control of acute disease, while secondary prevention means control of chronic disease. Primary prevention means control of causal factors, while secondary prevention means early detection and treatment of disease. Primary prevention means increasing resistance to disease, while secondary prevention means decreasing exposure to disease.

Sri K.


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Transcript

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00:01 Here we will have to one sample t -test.
00:05 So we have one sample t -test.
00:12 As we want to test whether the mean score of student is greater than 25 or not with a non -population standard deviation.
00:20 And here we have to use or sue chi -square test of independence.
00:35 As we want to test whether there's any association between two categorical variables which further has sub -levels.
00:42 For 8 here we also have to use z -test for sample mean.
00:54 As we want to test whether gorillas at this zoo significantly healthier than minimum national standard for gorilla health...
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