How to interpret this Bland Altman plot?

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In summary, a Bland-Altman plot is a graphical representation of the agreement between two quantitative measurements. It shows the difference between the two measurements on the y-axis and the average of the two measurements on the x-axis. The plot also includes a line that represents the mean difference between the two measurements and two lines that indicate the limits of agreement, or the range within which most of the observations fall. The plot can be used to assess the level of agreement between the two measurements, identify any systematic bias, and detect any outliers or extreme differences.
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Rev. Cheeseman
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According to this article https://journals.lww.com/anesthesia...y_of_6_Inexpensive_Pulse_Oximeters_Not.9.aspx, it said "In one subject for oximeters 3 and 6, the device appeared to have locked onto a saturation value and therefore did not detect increasing hypoxemia." Then I looked into the plots to find the patients with locked saturation despite increasing hypoxemia and I found this https://journals.lww.com/anesthesia...=2016&issue=08000&article=00009&type=Fulltext. If I tried to interpret at what saturation value that the patient stuck to, for the third oximeter the saturation value stuck to around 83% and for the sixth oximeter the patient stuck to 85% saturation value. Is my interpretation correct?
 
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Yes, your interpretation is correct. The third oximeter stuck to a saturation value of 83%, and the sixth oximeter stuck to a saturation value of 85%.
 

FAQ: How to interpret this Bland Altman plot?

What is a Bland Altman plot?

A Bland Altman plot is a graphical method used to assess the agreement between two quantitative measurements. It is often used in scientific research to compare two different methods of measuring the same variable.

How do you interpret a Bland Altman plot?

To interpret a Bland Altman plot, you should first look at the mean difference between the two methods being compared. If the mean difference is close to zero, it indicates a good agreement between the two methods. Additionally, you should look at the spread of the data points around the mean difference line. If the points are evenly distributed around the line, it suggests a good agreement. However, if the points are clustered towards one side, it indicates a systematic bias between the two methods.

What does the horizontal line in a Bland Altman plot represent?

The horizontal line in a Bland Altman plot represents the mean difference between the two methods being compared. It is used as a reference line to assess the agreement between the two methods.

How do you determine the limits of agreement in a Bland Altman plot?

The limits of agreement in a Bland Altman plot are calculated by adding and subtracting two standard deviations from the mean difference line. The upper limit of agreement is calculated by adding two standard deviations to the mean difference, while the lower limit of agreement is calculated by subtracting two standard deviations from the mean difference.

What are some limitations of a Bland Altman plot?

One limitation of a Bland Altman plot is that it only assesses the agreement between two methods and does not take into account the accuracy or validity of the measurements. Additionally, it may not be suitable for data with a non-linear relationship. It is also important to note that a Bland Altman plot should not be used to compare more than two methods at a time.

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