The following is from an article titled “after the workout, got chocolate Milk?” that appeared in the Chicago Tribune (January 18, 2005): Researchers at Indiana University at Bloomington have found that chocolate milk effectively helps athletes recover from an intense workout. They had nine cyclists bike, rest four hours, then bike again, three separate times. After each workout, the cyclists downed chocolate milk or energy drinks Gatorade or Endurox (two to three glasses per hour); then, in the second workout of each set, they cycled to exhaustion. When they drank chocolate milk, the amount of time they could cycle until they were exhausted was similar to when they drank Gatorade and longer than when they drank Endurox. For the experiment to have been well designed, it must have incorporated random assignment. Briefly explain where the researcher would have needed to use random assignment for the conclusion of the experiment to be valid.
> The paper “Digit ratio as an indicator of numeracy relative to literacy in 7-Year-old british schoolchildren” (British Journal of Psychology [2008]: 75–85) investigated a possible relationship between x = Digit ratio (the ratio of the length of the secon
> Acrylamide, a possible cancer-causing substance, forms in high-carbohydrate foods cooked at high temperatures. Acrylamide levels can vary widely even within the same type of food. An article appearing in the journal Food Chemistry (March 2014, 204–211) i
> For each of the following pairs of variables, indicate whether you would expect a positive correlation, a negative correlation, or a correlation close to 0. Explain your choice. a. Weight of a car and gas mileage b. Size and selling price of a house c
> For each of the scatterplots shown, answer the following questions: i. Does there appear to be a relationship between x and y? ii. If so, does the relationship appear to be linear? iii. I f so, would you describe the linear relationship as positive or
> The paper “noncognitive Predictors of student athletes’ academic Performance” (Journal of College Reading and Learning [2000]: e167) summarizes a study of 200 Division I athletes. It was reported that the correlation coefficient for college grade point a
> The article “that’s rich: More You Drink, More You earn” (Calgary Herald, april 16, 2002) reported that there was a positive correlation between alcohol consumption and income. Is it reasonable to conclude that increasing alcohol consumption will increas
> Is the following statement correct? Explain why or why not. A correlation coefficient of 0 implies that there is no relationship between two variables.
> Each year, marketing firm j.D. Power and associates surveys new car owners 90 days after they purchase their cars. These data are used to rate auto brands (Toyota, Ford, etc.) on quality and customer satisfaction. Data for 2015 on a quality rating (numbe
> The article “$115K! the 13 best Paying U.s. Companies” (USA TODAY, august 11, 2015) gave the following data on median worker pay (in thousands of dollars) and the 1-year percent change in stock price for the 13 highest
> The paper “the relationship between Cell Phone Use, academic Performance, anxiety, and satisfaction with life in College students” (Computers in Human Behavior [2014]: 343–350) described a study of cell phone use among undergraduate college students at a
> For each of the following pairs of variables, indicate whether you would expect a positive correlation, a negative correlation, or a correlation close to 0. Explain your choice. a. Interest rate and number of loan applications b. Height and IQ c. Heig
> For each of the scatterplots shown, answer the following questions: i. Does there appear to be a relationship between x and y? ii. If so, does the relationship appear to be linear? iii. If so, would you describe the linear relationship as positive or
> The article “caffeinated energy Drinks—a growing Problem” (Drug and Alcohol Dependence [2009]: 1–10) gave the accompanying data (on the next page) on caffeine concentration (mg/ounce
> To learn about the reason parents believe their child is heavier than the recommended weight for children of the same age, each person in a sample of parents of overweight children was asked what they thought was the most important contributing factor. P
> For the following numerical variables, state whether each is discrete or continuous. a. The number of insufficient-funds checks received by a grocery store during a given month b. The amount by which a 1-pound package of ground beef decreases in weight
> Classify each of the following variables as either categorical or numerical. For those that are numerical, determine whether they are discrete or continuous. a. Number of students in a class of 35 who turn in a term paper before the due date b. G ender
> The article “rethinking calcium Supplements” (U.S. Airways Magazine, October 2010) describes a study investigating whether taking calcium supplements increases the risk of heart attack. Two hundred people were randomly selected from a list of all people
> The article “rethinking calcium Supplements” (U.S. Airways Magazine, October 2010) describes a study investigating whether taking calcium supplements increases the risk of heart attack. Two hundred people were randomly selected from a list of all people
> The article “rethinking calcium Supplements” (U.S. Airways Magazine, October 2010) describes a study investigating whether taking calcium supplements increases the risk of heart attack. Every heart attack patient and every patient admitted for an illness
> To examine the effect of exercise on body composition, healthy women aged 35 to 50 were classified as either active (nine or more hours of physical activity per week) or sedentary (“effects of habitual Physical activity on the resting Metabolic rates and
> The authors of the paper “Popular video games: Quantifying the Presentation of violence and its context” (Journal of Broadcasting & Electronic Media [2003]: 58–76) investigated the relationship between video game rating—suitable for everyone (E), suitabl
> The article “Display of health risk behaviors on MySpace by adolescents” (Archives of Pediatrics and Adolescent Medicine [2009]: 27–34) described a study in which researchers looked at a random sample of 500 publicly accessible MySpace web profiles poste
> Morningstar is an investment research firm that publishes some online educational materials. The materials for an online course called “looking at historical risk” (news.morningstar.com/classroom2/course .asp?docid =2927&page=2&cn=com, retrieved august 3
> Can moving their hands help children learn math? This is the question investigated by the authors of the paper “gesturing gives children new ideas about Math” (Psychological Science [2009]: 267–272). An experiment was conducted to compare two different m
> According to the article “rubbing hands together Under warm air Dryers can counteract bacteria reduction” (Infectious Disease News, September 22, 2010), washing your hands isn’t enough—good “hand hygiene” also includes drying hands thoroughly. The articl
> The article “Super bowls: Serving bowl Size and Food consumption” (Journal of the American Medical Association [2005]: 1727–1728) describes an experiment investigating how the size of serving bowls influences the amount a person eats. In this experiment,
> The article “Yes that Miley cyrus biography helps learning” (The Globe and Mail, august 5, 2010) describes an experiment investigating whether providing summer reading books to low-income children would affect school performance. Subjects in the experime
> In many digital environments, users are allowed to choose how they are represented visually online. Does the way in which people are represented online affect online behavior? This question was examined by the authors of the paper “the Proteus effect: th
> A petition with 500 signatures is submitted to a college’s student council. The council president would like to determine what proportion of those who signed the petition are actually registered students at the college. There is not enough time to check
> According to the article “effect of Preparation Methods on total Fat content, Moisture content, and Sensory characteristics of breaded chicken nuggets and beef Steak Fingers” (Family and Consumer Sciences Research Journal [1999]: 18–27), sensory tests we
> For each of the following statements, identify the number that appears in boldface type as the value of either a population characteristic or a statistic: a. A department store reports that 84% of all customers who use the store’s credit plan pay their
> The student senate at a college with 15,000 students is interested in the proportion of students who favor a change in the grading system to allow for plus and minus grades (for example, B+, B, B-, rather than just B). Two hundred students are interviewe
> The accompanying data are a subset of data read from a graph in the paper “ladies First? a Field Study of Discrimination in coffee Shops” (Applied Economics [april, 2008]). The data are the waiting times (in seconds) b
> For each of the following, determine whether the statistical study described is an observational study or an experiment. Give a brief explanation of your choice. a. Can choosing the right music make wine taste better? This question was investigated by a
> The paper “turning to learn: Screen orientation and reasoning from Small Devices” (Computers in Human Behavior [2011]: 793–797) describes a study that investigated whether cell phones with small scree
> Does living in the South cause high blood pressure? Data from a group of 6278 people questioned in the Third National Health and Nutritional Examination Survey between 1988 and 1994 indicate that a greater percentage of Southerners have high blood pressu
> An article titled “guard Your Kids against allergies: get them a Pet” (San Luis Obispo Tribune, august 28, 2002) described a study that led researchers to conclude that “babies raised with two or more animals are about half as likely to have allergies by
> “Strengthen Your Marriage with Prayer” is a headline that appeared in the magazine Woman’s World (November 1, 2010). The article went on to state that couples who attend religious services and pray together have happier, stronger marriages than those who
> “Strengthen Your Marriage with Prayer” is a headline that appeared in the magazine Woman’s World (November 1, 2010). The article went on to state that couples who attend religious services and pray together have happier, stronger marriages than those who
> “Strengthen Your Marriage with Prayer” is a headline that appeared in the magazine Woman’s World (November 1, 2010). The article went on to state that couples who attend religious services and pray together have happier, stronger marriages than those who
> The paper “effect of cell Phone Distraction on Pediatric Pedestrian injury risk” (Pediatrics [2009]: e179–e185) describes an experiment examining whether people talking on a cell phone are at greater risk of an accident when crossing the street than when
> Researchers at the University of Utah carried out a study to see if the size of the fork used to eat dinner has an effect on how much food is consumed (Food Network Magazine, January 2012). The researchers assigned people to one of two groups. One group
> A survey of affluent Americans (those with incomes of $75,000 or more) indicated that 57% would rather have more time than more money (USA TODAY, january 29, 2003). a. What condition on how the data were collected would make it reasonable to generalize t
> Cost per serving (in cents) for 15 high-fiber cereals rated very good or good by Consumer Reports are shown below. Calculate and interpret the mean and standard deviation for this data set. 46 49 62 41 19 77 71 30 53 53 67 43 48 28 54
> One hundred students were selected at random from those enrolled at a large college. Each of the selected students was asked to participate in a study, and all agreed to participate. For each student, a coin was tossed. If the coin landed heads up, the s
> Two hundred people volunteered to participate in a statistical study. For each volunteer, a coin was tossed. If the coin landed heads up, the volunteer was assigned to group 1. If the coin landed tails up, the volunteer was assigned to group 2. Those in
> Two hundred people volunteered to participate in a statistical study. Each person was asked how often he or she ate pecans, and their cholesterol levels were also measured. The average cholesterol level for those who ate pecans more than once a week was
> One hundred people who live in Los Angeles volunteered to participate in a statistical study. The volunteers were divided based on gender, with women in group 1 and men in group 2. Those in group 1 were asked to eat 3 ounces of pecans daily for 1 month.
> Five hundred students were selected at random from those enrolled at a large college in Florida. Each student in the sample was asked whether they ate pecans more than once in a typical week, and their cholesterol levels were also measured. The average c
> The article “heartfelt thanks to Fido” (San Luis Obispo Tribune, july 5, 2003) summarized a study that appeared in the American Journal of Cardiology (March 15, 2003). In this study, researchers measured heart rate variability (a measure of the heart’s a
> A study described in Food Network Magazine (January 2012) concluded that people who push a shopping cart at a grocery store are less likely to purchase junk food than those who use a hand-held basket. a. Do you think this study was an observational stud
> Pismo Beach, California, has an annual clam festival that includes a clam chowder contest. Judges rate clam chowders from local restaurants. The judges are not aware of which chowder is from which restaurant when they assign the ratings. One year, much t
> In an experiment comparing two different surgical procedures for hernia repair (“a Single-blinded, randomized comparison of laparoscopic versus open hernia repair in children,” Pediatrics [2009]: 332–
> The U.S. Department of Transportation reported the number of speed-related crash fatalities for the 15 states that had the highest number of these fatalities in 2012 (2012 Speeding Traffic Safety Facts, May 2014). a. Calculate and interpret the mean and
> Could the experiment described above have been double-blind? Explain why or why not.
> Explain why it is important that the surgeons be assigned at random to the two music conditions in the experiment described above.
> Explain why it is important to control each of the following variables in the experiment described above. a. the type of surgery performed b. operating room temperature c. volume at which the music was played
> What are the experimental conditions for the experiment described above? What is the response variable?
> An advertisement for a sweatshirt that appeared in SkyMall Magazine (a catalog distributed by some airlines) stated the following: This is not your ordinary hoody! Why? Fact: Research shows that written words on containers of water can influence the wat
> Suppose that you would like to know if keyboard design has an effect on wrist angle, as shown in the accompanying figure. You have 40 volunteers who have agreed to participate in an experiment to compare two different keyboards. Describe the steps in a
> The article “Doctor Dogs Diagnose cancer by Sniffing it out” (Knight Ridder Newspapers, January 9, 2006) refers to an experiment described in the journal Integrative Cancer Therapies. In this experiment, dogs were trained to distinguish between people wi
> The article “Study Points to benefits of Knee replacement Surgery over therapy alone” (New York Times, October 21, 2015) describes a study to compare two treatments for people with knee pain. In the study, 50 people with arthritis received knee replaceme
> The Institute of Psychiatry at Kings College London found that dealing with “infomania” has a temporary, but significant, negative effect on IQ (Discover, november 2005). To reach this conclusion, researchers divided volunteers into two groups. Each subj
> The paper “effect of a nutritional Supplement on hair loss in women” (Journal of Cosmetic Dermatology [2015]: 76–82) describes an experiment to see if a dietary supplement consisting of Omega 3, Omega 6, and antioxidants could reduce hair loss in women w
> A study of college students showed a temporary gain of up to nine IQ points after listening to a Mozart piano sonata. This result, dubbed the Mozart effect, has since been criticized by a number of researchers who have been unable to confirm the result i
> In an experiment to compare two different surgical procedures for hernia repair (“a Single-blinded, randomized comparison of laparoscopic versus open hernia repair in children,” Pediatrics [2009]: 332–336), 89 children were assigned at random to one of t
> In an experiment to assess the effect of wearing compression socks during a marathon, 20 runners in the 2013 Hartford Marathon were randomly assigned to two groups ("compression and clots in athletes who travel," Lower Extremities Review, lermagazine.com
> Does playing action video games provide more than just entertainment? The authors of the paper “action-videogame experience alters the Spatial resolution of vision” (Psychological Science [2007]: 88–94) concluded that spatial resolution, an important asp
> Whether or not to continue a Mardi Gras Parade through downtown San Luis Obispo, California, is a hotly debated topic. The parade is popular with students and many residents, but some celebrations have led to complaints and a call to eliminate the parade
> In 2000, the chairman of a California ballot initiative campaign to add “none of the above” to the list of ballot options in all candidate races was quite critical of a Field poll that showed his measure trailing by 10 percentage points. The poll was bas
> A building contractor has a chance to buy an odd lot of 5000 used bricks at an auction. She is interested in determining the proportion of bricks in the lot that are cracked and therefore unusable for her current project, but she does not have enough tim
> The supervisors of a rural county are interested in the proportion of property owners who support the construction of a sewer system. Because it is too costly to contact all 7000 property owners, a survey of 500 owners (selected at random) is undertaken.
> The SurveyMonkey blog (February 11, 2015, retrieved September 25, 2016) includes an article titled “5 common Survey Question Mistakes that’ll ruin Your Data.” Read this short article, which can be found at the following website, and then answer the follo
> A survey of Arizona drivers is described in the article “Study claims Safety Should be Made law” (Red Rock News, august 21, 2015). The following statement is from the article: According to the annual survey, which aims to gauge the opinions and concerns
> The 2015 urban Mobility Scorecard (texas a&M transportation institute, mobility.tamu.edu/ums/report/, retrieved april 19, 2017) included data on the estimated cost (in millions of dollars) resulting from traffic congestion for different urban areas
> The chapter preview example introduced data from a survey of new car owners conducted by the J.D. Power and Associates marketing firm (USA TODAY, www.usaatoday. com, March 29, 2016). For each brand of car sold in the United States, data on a quality rati
> A New York psychologist recommends that if you feel the need to check your e-mail in the middle of a movie or if you sleep with your cell phone next to your bed, it might be time to “power off” (AARP Bulletin, September 2010). Suppose that you want to le
> “Should you get a Flu Shot? Your Physical and Financial health is on the line” is the title of an article that appears in a blog on the WalletHub web site (December 20, 2013, wallethub.com/blog/flu-shot-survey/1303/, retrieved September 25, 2016). The au
> The article “Soldiers hate their jobs” (USA TODAY, April 17, 2015) reported that 52% of soldiers surveyed were pessimistic about their future in the military. This statement was based on data collected in 2014 in an annual assessment that all soldiers mu
> Data from a survey of 10,413 students and 588 teachers conducted for the Knight Foundation were used to calculate the following estimates: 65% of students and 40% of teachers chose freedom of speech as the most important of the rights guaranteed by the
> The article “teenage Physical activity reduces risk of cognitive impairment in later life” (Journal of the American Geriatrics Society [2010]) describes a study of more than 9000 women over 50 years old from Maryland, Minnesota, Oregon, and Pennsylvania.
> The article “adolescents living the 24/7 lifestyle: effects of caffeine and technology on Sleep Duration and Daytime Functioning” (Pediatrics [2009]: e1005–e1010) reported that about 33% of teenagers have fallen asleep during school. Is this true for stu
> The article referenced in the previous exercise includes the following statement: Nearly three out of four San Fernando Valley residents support an upcoming sales tax measure to pay for traffic congestion relief, according to an MTA poll this week. The
> “San Fernando Valley residents OK with 1-cent transit tax, MTA poll says” is the headline of an article that appeared in the LA Daily News (april 12, 2016). This headline was based on responses from a sample of 100 San Fernando Valley residents. Describe
> The article “bicyclists and other cyclists” (Annals of Emergency Medicine [2010]: 426) reported that in 2008, 716 bicyclists were killed on public roadways in the United States and that the average age of the cyclists killed was 41 years. These figures w
> The same article referenced in Exercise 1.13 also described a study which concluded that people tend to respond differently to the following questions: 1. Would you rather have $50 today or $52 in a week? 2. Imagine that you could have $52 in a week. W
> The paper referenced in the previous exercise also gave data on the actual amount (in ml) poured into a short, wide glass for individuals asked to pour 1.5 ounces (44.3 ml). a. Calculate and interpret the values of the mean and standard deviation. b. Wh
> The article “why we Fall for this” (AARP Magazine, May/june 2011) described a study in which a business professor divided his class into two groups. He showed students a mug and then asked students in one of the groups how much they would pay for the mug
> The authors of the paper “Fudging the numbers: Distributing chocolate influences Student evaluations of an Undergraduate course” (Teaching in Psychology [2007]: 245–247) carried out a study to see if events unrelated to an undergraduate course could affe
> The article “how Dangerous is a Day in the hospital?” (Medical Care [2011]: 1068–1075) describes a study to determine if the risk of an infection is related to the length of a hospital stay. The researchers looked at a large number of hospitalized patien
> The article “baby Scientists experiment with everything” (The Wall Street Journal, april 18, 2015) describes a series of studies published in the journal Science. In one of these studies, 11-month old children were assigned to one of two groups. The chil
> In a study of whether taking a garlic supplement reduces the risk of getting a cold, 146 participants were assigned to either a garlic supplement group or to a group that did not take a garlic supplement (“garlic for the common cold,” cochrane Database o
> USA TODAY (august 25, 2015) reported that “American women favor Kate Middleton as a shopping buddy over Michelle Obama by 10 percentage points.” This statement was based on a study in which 1001 adults were surveyed about their shopping preferences.
> The paper “health halos and Fast-Food consumption” (Journal of Consumer Research [2007]: 301–314) described a study in which 46 college students volunteered to participate. Half of the students were given a coupon for a McDonald’s Big Mac sandwich and th
> A news release from Intel titled “intel’s Security international internet of things Smart home Survey Shows Many respondents Sharing Personal Data for Money” (March 30, 2016, newsroom.intel.com/news-releases/intel-securitys-international-internet-of-thin
> A paper appearing in The Journal of Pain (March 2010, 199–209) described a study to determine if meditation has an effect on sensitivity to pain. Study participants were assigned to one of three groups. One group meditated for 20 minutes; one group perfo
> In a survey of 2500 U.S. adults, 69% responded that they were confident that “smart homes” will be a commonplace as smartphones within 10 years (Intel Survey: Architecting the Future of the Smart Home 2025, [2015]: download.intel.com/newsroom/kits/iot/pd
> The accompanying data are consistent with summary statistics in the paper “Shape of glass and amount of alcohol Poured: comparative Study of effect of Practice and concentration” (British Medical Journal [2005]: 1512&a
> Three of the most common types of pets are cats, dogs, and fish. Many families have more than one type of pet. Suppose that a family is selected at random and consider the following events and probabilities: F= event that the selected family has at leas
> To help ensure the safety of school classrooms, the local fire marshal does an inspection at Thomas Jefferson High School each month to check for faulty wiring, overloaded circuits, and other fire code violations. Each month, one room is selected for ins
