Warning: foreach() argument must be of type array|object, bool given in /var/www/html/web/app/themes/studypress-core-theme/template-parts/header/mobile-offcanvas.php on line 20

Pareto Charts. In Exercises 11 and 12 construct the Pareto chart. 1Journal Retractions In a study of retractions in biomedical journals, 436 were due to error, 201 were due to plagiarism, 888 were due to fraud, 291 were duplications of publications, and 287 had other causes (based on data from “Misconduct Accounts for the Majority of Retracted Scientific Publications,” by Fang, Steen, Casadevall, Proceedings of the National Academy of Sciences of the United States of America, Vol. 110, No. 3). Among such retractions, does misconduct (fraud, duplication, plagiarism) appear to be a major factor?

Short Answer

Expert verified

The following Pareto chart is constructed for the frequencies of retractions corresponding to different reasons:

Yes, it can be said that misconduct appears to be a major factor.

Step by step solution

01

Given information

The data on the number of retractions that have occurred due to various reasons is provided. The values are computed as:

Reason

Number of Retractions

Fraud

888

Error

436

Duplications

291

Other

287

Plagiarism

201

02

Define Pareto chart

A Pareto chart is a type of bar chart in which the bars are sorted from the longest to the smallest.

The horizontal axis depicts the categories, while the vertical axis shows the frequencies. The length of the bars represents the frequencies for each category.

03

Sketch the chart

The following table shows the number of retractions sorted from the largest to the smallest.

Reason

Number of Retractions

Fraud

888

Error

436

Duplications

291

Other

287

Plagiarism

201

The steps to construct a Pareto chart are:

  • Plot the values on the vertical axis starting from 0 until 900 with a gap of 100 units.
  • Mark the categories on the horizontal axis as “Fraud,” “Error,” “Duplications,” “Other,” and “Plagiarism.”
  • Draw bars for each category according to the number of retractions.
  • Mark the points on the graphs corresponding to the given year.
  • Label the vertical axis as “Number of Retractions.”

The following Pareto chart is constructed:

04

Interpret the results

Misconduct includes fraud, duplication, and plagiarism.

By observing the plot, it can be seen that misconduct, including “Fraud,” “Duplications,” and “Plagiarism” appears to be the major reason for retractions.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with Vaia!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

Whatever Use the same data from Exercise 7 to construct a Pareto chart. Which graph does a better job of illustrating the data: Pareto chart or pie chart?

Linear Correlation Coefficient In Exercises 9–12, the linear correlation coefficient r is provided. Use Table 2-11 on page 71 to find the critical values of r. Based on a comparison of the linear correlation coefficient r and the critical values, what do you conclude about a linear correlation?

Using the data from Exercise 6 “Bear Measurements,” the linear correlation coefficient is r = 0.980.

Cookies A stemplot of the same cookies summarized in Exercise 1 is created, and the first row of that stemplot is 1 | 99. Identify the values represented by that row of the stemplot.

Chocolate Chips

Frequency

18-20

6

21-23

11

24-26

18

27-29

4

30-31

1

Categorical Data. In Exercises 23 and 24, use the given categorical data to construct the relative frequency distribution.

Clinical Trial When XELJANZ (tofacitinib) was administered as part of a clinical trial for this rheumatoid arthritis treatment, 1336 subjects were given 5 mg doses of the drug, and here are the numbers of adverse reactions: 57 had headaches, 21 had hypertension, 60 had upper respiratory tract infections, 51 had nasopharyngitis, and 53 had diarrhoea. Does any one of these adverse reactions appear to be much more common than the others? (Hint: Find the relative frequencies using only the adverse reactions, not the total number of treated subjects.)

Linear Correlation Coefficient In Exercises 9–12, the linear correlation coefficient r is provided. Use Table 2-11 on page 71 to find the critical values of r. Based on a comparison of the linear correlation coefficient r and the critical values, what do you conclude about a linear correlation?

Using the data from Exercise 7 “Car Weight and Fuel Consumption,” the linear correlation coefficient is r = -0.987.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.

Sign-up for free