Question

In: Statistics and Probability

A researcher interested in the treatment of depression developed an intensive treatment program designed to teach...

A researcher interested in the treatment of depression developed an intensive treatment program designed to teach people to think positively. The researcher began the study by recruiting 50 college students who received extremely low scores on a well-validated measure of self-esteem. Each of the 50 participants agreed to attend four 1-hour therapy sessions per week for two weeks (for a total of eight sessions). Thirty-seven of the 50 original participants remained in the study and completed all eight sessions. At the end of the 2-week period of the study, the mean self-esteem score for the 37 participants who received all of the therapy showed a large and statistically significant increase. The researcher concluded that his program is an effective treatment for depression.

Name at least four issues with this study and explain why.

Solutions

Expert Solution

1. The sample size was not chosen randomly. Only one type of people i.e college students were chosen.

This is incorrect as data should be collected from different types of field and that too randomly.here the selection was specific.

2. The sample size was small. For a whole population selection of just 50 people seems to have less effect on the expirement carried out. It leads to lesser efficiency.

3.the experiment was carried out for a short time and that too with one data set. The same experiment should have been done with two or more sets of 50 people and then evaluated. Because probability in statistics is defined as the chance of occurring a particular event when the experiment is carried out randomly infinite number of times.

4. Out of 50 people 37 stated and only they were up for evaluation. The rest 13 who left midway their datas should also have been calculated and.also the reason for their leave. This would have lead to more efficiecy about the conclusion made.

(Note- leave a thumbs up if accepted).


Related Solutions

ou are interested in testing the effectiveness of a new program designed to teach reading skills...
ou are interested in testing the effectiveness of a new program designed to teach reading skills to elementary school students, describe how you would use a experimental design design to test the effectiveness of the program. Which type experimental design would you deploy? What type of conclusion can be drawn from the experiment?
A researcher developed a training program designed to improve memory retention. She applied this program to...
A researcher developed a training program designed to improve memory retention. She applied this program to a population of learning-disabled (LD) children in 2nd grade, where each child received a moderately-intense (MI) and an intense (I) version of the training program for 6 weeks. Afterwards, they were tested with a standardized memory assessment. If she randomly selected Child #5 to compare, which program version produced a better memory score? Intense Moderately Intense Child # Score Child # Score 1 1...
A researcher is interested in evaluating two different treatments developed to treat depression. Test her hypothesis...
A researcher is interested in evaluating two different treatments developed to treat depression. Test her hypothesis that the treatments lead to different results. Her data are below (a higher value indicates higher depression). YOU NEED TO CALCULATE THE MEANS AND THE STANDARD DEVIATIONS FOR YOUR DATA. Relaxation   Meditation 24 32 22 32 31 27 27 23 23 38 34 34 28 23 Formulate the hypotheses. Determine the critical value(s). Calculate the test statistic. Calculate and evaluate Cohen’s d and r2....
Wastewater treatment is to be designed for a newly developed area located within the vicinity of...
Wastewater treatment is to be designed for a newly developed area located within the vicinity of forest reserve park and commercial space (shopping mall). Given that the current population are 20,000. You are to design a wastewater treatment plant for only biological process units of Trickling filter which can serve the purpose of both BOD removal and nitrification. You are to submit a design report containing : 1. Growth area and population trends for a design period of 20 years...
You are a cognitive psychologist who has developed a new treatment for depression. Currently, the most...
You are a cognitive psychologist who has developed a new treatment for depression. Currently, the most effective treatments for depression are behavioral treatments and pharmacological treatments (treatments involving medication). In order to validate your new treatment, you need to show that it is at least as effective as behavioral treatment and medication. You conduct a clinical trial to determine the effectiveness of your treatment by randomly assigning 60 individuals with depression to four treatment groups: a Control group (n =...
Suppose a researcher is interested in the effectiveness of a new respiratory treatment drug aimed at...
Suppose a researcher is interested in the effectiveness of a new respiratory treatment drug aimed at increasing forced vital capacity (FVC) among children with respiratory illnesses. In this study, each patient treated with the study drug is frequency paired with another patient on a number of characteristics treated with a placebo to insure independence among samples. Assume the following table represents the FVC for each participant and the paired control. Participant Treated with new drug FVC (%) Participant Treated with...
A researcher interested in a relationship between self-esteem and depression conducted a study on undergraduate students...
A researcher interested in a relationship between self-esteem and depression conducted a study on undergraduate students and obtained a Person correlation of r = - 0.32, n = 25, p > .05 between these two variables. Based on this result the correct conclusion is _______. A. reject null hypothesis; there is a significant negative correlation between self-esteem and depression. B. reject null hypothesis; there is no significant correlation between self-esteem and depression. C. fail to reject null hypothesis; there is...
Depression: What are the symptoms of depression? What are the treatment options for someone with depression?...
Depression: What are the symptoms of depression? What are the treatment options for someone with depression? How common is major depression in the US? Anxiety: How is anxiety defined What are the treatment options? How common is anxiety in the US? Autism: What are the symptoms of autism? Are there any reliable treatment options? How common is autism in the US?
A researcher has developed a new drug designed to reduce blood pressure. In an experiment, 21...
A researcher has developed a new drug designed to reduce blood pressure. In an experiment, 21 subjects were assigned randomly to the treatment group, and received the new experimental drug. The other 23 subjects were assigned to the control group, and received a standard, well known treatment. After a suitable period of time, the reduction in blood pressure for each subject was recorded. A summary of these data is:                                                                                     n          x?         s                         Treatment group (new drug):               21        23.48   8.01...
A team of psychologists have developed an experimental treatment program for a learning disorder with the...
A team of psychologists have developed an experimental treatment program for a learning disorder with the expectation that the treatment would enable recipients to score higher than before on a test of learning ability. To test the treatment, they randomly select a pool of 30 volunteers who have been diagnosed with the disorder and who have volunteered for the treatment program. Following treatment, the participants are retested on the learning ability test and their scores compared to earlier scores. Complete...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT