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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 the two surgical methods. The methods studied were laparoscopic repair and open repair. In laparoscopic repair, three small incisions are made, and the surgeon works through these incisions with the aid of a small camera that is inserted through one of the incisions. In the open repair, a larger incision is used to open the abdomen. One of the response variables was the amount of medication given after the surgery to control pain and nausea. The paper states, "For postoperative pain, rescue fentanyl ( \(1 \mathrm{mg} / \mathrm{kg}\) ) and for nausea, ondansetron \((0.1 \mathrm{mg} / \mathrm{kg})\) were given as judged necessary by the attending nurse blinded to the operative approach." a. Why do you think it was important that the nurse who administered the medications did not know which type of surgery was performed? b. Explain why it was not possible for this experiment to be double-blind.

Short Answer

Expert verified
In the given hernia repair study, it was important for the nurse administering the medications to be blinded to prevent subjective biases from influencing the judgement of how much medication to administer, ensuring a more accurate comparison between the surgical procedures. Double-blinding wasn't possible because the surgeons and patients would naturally be aware of the surgical method used due to the distinct differences between the two methods.

Step by step solution

01

Importance of blinding in experiments

Blinding is a technique used in experiments to minimize the effects of subjective biases on the participants and researchers involved in the study. When an individual is blinded, they are unaware of certain aspects of the experiment, such as which treatment group the participants are assigned to. Blinding helps ensure that the reported outcomes are as objective and unbiased as possible.
02

Explain the importance of blinding for the administering nurse

In order to minimize biases in the given study, it was important that the nurse administering the medications to control pain and nausea did not know which type of surgery was performed on the patients. This prevented the nurse's subjective opinions and expectations about the surgical procedures from influencing their judgement on how much medication to administer. The nurse's blinding helped maintain the objectiveness of the study and allowed for a more accurate comparison between the two surgical procedures.
03

Understanding double-blinding

In a double-blind experiment, neither the participants nor the researchers administering the interventions or collecting the data know which group the participants are assigned to. Double-blinding helps further minimize potential biases in the experiment and enhances the robustness of its results.
04

Explain why double-blinding was not possible in this experiment

In the given hernia repair experiment, it wouldn't have been possible for it to be double-blind. The main reason is that the surgeons performing the surgeries would be aware of the surgical method they were using on each patient. The nature of the two surgical methods (laparoscopic repair and open repair) is distinct - they involve different tools, different incision types, and different procedural steps. The patients themselves would also likely be able to tell which type of surgery they had undergone, due to the number and type of incisions they would have after their surgeries. These factors make double-blinding impossible for this kind of experiment.

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Key Concepts

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

Single-Blind Study
When it comes to conducting scientific research, especially in medical fields, single-blind studies are a fundamental tool to ensure validity. In a single-blind study, only the subjects participating in the research are unaware of which group (control or experimental) they belong to, or which treatment they are receiving. This setup is pivotal for preventing the subjects' expectations or psychological biases from affecting the outcome of the study.

Case in Point

The administering nurse in the surgical procedures comparison for hernia repair was kept blinded. Why does it matter? This measure diminishes the risk of the nurse's preconceived notions influencing the dosage of medication distributed after the surgery. The objective is clear: measure the true effects of the surgical methods while maintaining an unbiased pain management approach.
Double-Blind Study
Going a step beyond, a double-blind study exponentially shields the research from biases. Both the participants and the researchers—or in the case of medical experiments, the healthcare providers—have no information about which participants are receiving a particular treatment. This is the gold standard in experiment design, as it scrupulously minimizes biases from both sides.

Constraints in Surgical Studies

However, certain experiments like the surgical procedures comparison in Pediatrics cannot implement the double-blind method. The nature of surgery inherently requires the surgeon to know the procedure they are performing, thus eliminating the possibility of blinding the surgeons. The patients, too, based on their surgical incisions, might deduce the kind of surgery they had, thereby limiting the feasibility of a double-blind setup in this context.
Minimizing Bias
The cornerstone of a credible experiment lies in its ability to minimize bias. Bias can skew results and yield unreliable conclusions. Blinding is one of the prime strategies to minimize bias, and it can take multiple forms, including single and double blinding, depending on the nature of the study.

Strategies Beyond Blinding

Beyond blinding, researchers can employ randomization, use placebos, or establish control groups to ensure an impartial and fair assessment of the experiment's outcomes. In trials where blinding is not feasible, meticulous data collection and objective measurement criteria stand as critical bastions against bias.
Surgical Procedures Comparison
Comparison studies of surgical procedures provide invaluable insights into effectiveness, outcomes, and patient care. Through such experiments, medical professionals can evaluate which techniques are superior in terms of recovery time, risks, and patient comfort. In the case of the hernia repair surgeries, evaluating the amount of medication required post-operation serves as a proxy for assessing pain and healing, offering a quantifiable metric for comparison.

When conducting such comparisons, controlling for external factors is essential to attribute differences in outcomes directly to the surgical methods. Although not always feasible, blind studies, even if only single-blind, contribute substantially to the rigor and reliability of such comparative research.

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Most popular questions from this chapter

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 methods for teaching children how to solve math problems of the form \(3+2+8=\underline{ }+8\). One method involved having students point to the \(3+2\) on the left side of the equal sign with one hand and then point to the blank on the right side of the equal sign before filling in the blank to complete the equation. The other method did not involve using these hand gestures. The paper states that the study used children ages 9 and 10 who were given a pretest containing six problems of the type described. Only children who answered all six questions incorrectly became subjects in the experiment. There were a total of 128 subjects. To compare the two methods, the 128 children were assigned at random to the two experimental conditions. Children in one group were taught a method that used hand gestures, and children in the other group were taught a similar strategy that did not involve hand gestures. Each child then took a test with six problems and received a score based on the number correct. From the resulting data, the researchers concluded that the average score for children who used hand gestures was significantly higher than the average score for children who did not use hand gestures. a. Answer the following seven questions for the experiment described above. (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 them? 7\. Does the experiment involve blinding? If not, would the experiment be improved by making it single-or double-blind? b. Based on the study design, do you think that the conclusions are reasonable?

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. 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 children in one group were shown a ball behaving as expected, such as rolling into a wall or falling off an edge. The children in the other group were shown a ball behaving in an unexpected way, such as rolling through what appeared to be a solid wall or rolling off an edge and remaining suspended in the air. The children were then given a ball and another toy. The researchers found that the children in the group that saw the ball behaving as expected showed no preference for the ball over the other toy, but that the children who saw the ball behaving in an unexpected way tended to choose the ball, and that they also played with it differently and tested the ball's behavior by dropping it or rolling it.

1.31 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/ler-archives/january -2016, retrieved July 2, 2017). Runners in one group wore a pair of compression socks during the marathon, while runners in the second group wore regular athletic socks. At the end of the marathon, blood samples were taken to measure variables related to preventing blood clots and speeding up recovery from exercise. a. Describe why it was important for the researchers to assign participants to one of the two groups rather than letting the participants choose which group they wanted to be in. b. The authors of the paper state that there is some evidence that suggests that wearing compression socks may result in a psychological advantage that might translate into performance gains. Suppose that instead of a response variable that was determined by a blood test, the response variable had been the time it took the runner to complete the marathon. Do you think it would be a good idea to have the runners be blind to the type of socks that they were given? Explain why or why not.

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, \(\mathrm{B}+, \mathrm{B}, \mathrm{B}-\) rather than just \(\mathrm{B}\) ). Two hundred students are interviewed to determine their attitude toward this proposed change. What is the population of interest? What group of students constitutes the sample in this problem?

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.

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