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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 to the dismay of the seafood restaurants on the waterfront, Denny's chowder was declared the winner! (When asked what the ingredients were, the cook at Denny's said he wasn't sure- he just had to add the right amount of nondairy creamer to the soup stock that he got from Denny's distribution center!) a. Do you think that Denny's chowder would have won the contest if the judging had not been "blind"? Explain. b. Although this was not an experiment, your answer to Part (a) helps to explain why those measuring the response in an experiment are often blinded. Using your answer in Part (a), explain why the results might have been different if the judges had known which restaurant-including Denny's- had prepared each of the clam chowders.

Short Answer

Expert verified
a. It is possible that Denny's chowder might not have won if the judging had not been blind, as judges may have had preconceived notions about the quality of clam chowder from a chain restaurant like Denny's compared to local waterfront seafood restaurants, introducing bias in the judging. b. Blinding is crucial in experiments because it helps eliminate potential bias arising from prior assumptions or expectations. In the clam chowder contest, if judges knew which restaurant prepared each chowder, they might have favored some based on their reputation, skewing the results. Blinded judging allows for fair and accurate assessment based on taste and quality alone.

Step by step solution

01

a. Speculating on the outcome if judging weren't blind

It is possible that if the judging had not been blind, Denny's chowder might not have won the contest. Judges may have had preconceived ideas about the quality of the clam chowder from a chain restaurant like Denny's, which is not known for seafood, especially when compared to the local waterfront seafood restaurants. These preconceived notions can introduce bias in the judging, with the judges possibly giving higher scores to chowder from the local restaurants under the assumption that it must be better.
02

b. The importance of blinding in experiments

In experiments, blinding is crucial because it helps to eliminate any potential bias that might arise from the experimenters or the participants' prior assumptions or expectations. Researchers conducting the experiment or analyzing the data blind themselves to the treatment status of the subjects. This way, they can't be influenced by any factors other than the outcomes observed in the experiment. In the case of the clam chowder contest, if the judges had known which restaurant had prepared each chowder, they might have unintentionally favored some restaurants based on their prior expectations and reputations. This bias could skew the results of the contest, making it unfair and less accurate in reflecting the actual quality of the chowders. By conducting the contest in a blinded manner, the judges can rate the chowders based solely on their taste and quality, thereby minimizing bias and ensuring a fair and accurate assessment.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Bias in Judging
Judging any competition involves human perception, which can often be clouded by biases. In the context of a clam chowder contest, if judges know the source of each entry, they might allow their feelings towards those sources to influence their ratings. For example, judges may assume that a local seafood restaurant will inevitably produce better clam chowder than a chain restaurant like Denny's, simply because of their location or reputation.
This unconscious bias could lead to skewed competition results, not reflecting the genuine quality of the entries. Alternatively, restaurants perceived as upscale or having a strong presence might receive unduly high ratings.
Without blind judging, any pre-held perceptions about participants can seep into the evaluation, introducing a significant bias into the judgment process and potentially altering the contest's final outcomes.
Blind Judging
To combat bias, competitions often use blind judging as a fair evaluation method. Blind judging means that the judges are unaware of the origins of the contest entries. In the clam chowder contest, this involved judges not knowing which restaurant created each chowder they tasted. By focusing solely on the taste and aroma of the chowder, judges can provide a more objective assessment.
Blind judging removes preconceived notions, allowing judges to concentrate on the qualities that matter. Without knowledge of the contestants, they rate each entry on an equal playing field.
This method is crucial for ensuring an unbiased ranking process, allowing surprises, such as an unexpected winner, to happen solely based on the quality presented at the competition.
Experimental Design
Blinding is a critical element in designing experiments and assessments to avoid bias contamination. In research and competitions alike, designing a procedure that controls for variables is essential to get reliable results. For instance, in a scientific experiment, blinding can prevent researchers from unintentionally influencing outcomes.
Similarly, in the chowder contest, blinding helps maintain the integrity of the evaluation. Incorporating steps to blind judges from knowing competitors ensures that results reflect actual performance rather than reputations or assumptions.
By standardizing processes, experiments, and competitions alike enforce a level of reliability, drawing clear attention to factual outcomes achieved under controlled conditions.
Fairness in Competitions
Maintaining fairness is fundamental in any contest setting. Fairness ensures every participant competes under the same conditions, with results determined by capability rather than perception. In the clam chowder context, fairness was upheld through blind judging, allowing an equal opportunity for all restaurants, chains, and locals alike.
This method guaranteed that each entry was evaluated on its own merits, not influenced by competitors' names or reputations.
  • Bias-free conditions level the playing field.
  • Ensures all submissions can shine based on quality alone.
  • Gives unexpected or underdog entries a chance to succeed honestly.
When competitions are fair, the results are more credible and instructive, teaching valuable lessons about quality and merit rather than perception and bias.

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Most popular questions from this chapter

1.33 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 in similar studies. Suppose that you want to determine if there is really is a Mozart effect. You decide to carry out an experiment with three experimental groups. One group will listen to a Mozart piano sonata that lasts 24 minutes. The second group will listen to popular music for the same length of time, and the third group will relax for 24 minutes with no music playing. You will measure IQ before and after the 24 minute period. Suppose that you have 45 volunteers who have agreed to participate in the experiment. Describe the steps in a process you could use to randomly assign each of the volunteers to one of the experimental groups.

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 with stage 1 hair loss. One hundred twenty women volunteered to participate in the study and were randomly assigned to either the supplement group or a control group. The women in the supplement group took the supplement for 6 months. Photos of the top of the head were taken of all the women at the beginning of the study and 6 months later at the end of the study. The two photos of each woman were evaluated by an independent expert who visually determined the change in hair density. The expert who determined the change in hair density did not know which of the women had taken the supplement. Answer the following seven questions for the described experiment. (Hint: Reviewing Examples 1.6 and 1.7 might be helpful.) 1\. What question is the experiment trying to answer? 2\. What are the experimental conditions (treatments) for this experiment? 3\. What is the response variable? 4\. What are the experimental units and how were they selected? 5\. Does the design incorporate random assignment of experimental units to the different experimental conditions? If not, are there potentially confounding variables that would make it difficult to draw conclusions based on data from the experiment? 6\. Does the experiment incorporate a control group and/ or a placebo group? If not, would the experiment be improved by including one or both of these? 7\. Does the experiment involve blinding? If not, would the experiment be improved by making it single- or double-blind?

For each of the statistical studies described, indicate whether the study is an observational study or an experiment. Give a brief explanation for your choice. 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 of Systematic Reviews, 2009). Based on the study, it was concluded that the proportion of people taking a garlic supplement who get a cold is lower than the proportion of those not taking a garlic supplement who get a cold.

Use the following information to answer Exercise. Many surgeons play music in the operating room. Does the type of music played have an effect on the surgeons' performance? The report "Death Metal in the Operating Room" (NPR, December 24, 2009, www.npr.org, retrieved April 8,2017 ) describes an experiment in which surgeons used a simulator to perform a surgery. Some of the surgeons listened to music with vocal elements while performing the surgery, and others listened to music that did not have vocal elements. The researchers concluded that the average time to complete the surgery was greater when music with vocal elements is played than when music without vocal elements is played. What are the experimental conditions for the experiment described above? What is the response variable?

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 with breast and lung cancer and people without cancer by sniffing exhaled breath. Dogs were trained to lie down if they detected cancer in a breath sample. After training, the dogs' ability to detect cancer was tested using breath samples from people whose breath had not been used in training the dogs. The paper states, "The researchers blinded both the dog handlers and the experimental observers to the identity of the breath samples." Explain why this blinding is an important aspect of the design of this experiment.

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