BME100 f2017:Group1 W0800 L3: Difference between revisions

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==Descriptive Stats and Graph==
==Descriptive Stats and Graph==


'''Heart Rate Means:'''
Mean of Gold Standard for Heart Rate: 98.08977


Gold Standard: 98.08977 beats/minute
Standard Deviation of Gold Standard for Heart Rate: 11.31371


Spree Data: 92.0 beats/minute
Mean of Spree Device for Heart Rate: 92


'''Heart Rate Standard Deviation:'''
Standard Deviation of Spree Device for Heart Rate: 14.14124


Gold Standard: 11.31371
Mean of Gold Standard for Temperature: 96.647


Spree Data: 14.14214
Standard Deviation of Gold Standard for Temperature: 1.923


'''Temperature Means:'''
Mean of Spree Device for Temperature: 95.531


Gold Standard: 96.64716 degrees Fahrenheit
Standard Deviation of Spree Device for Temperature: 0.870


Spree Data: 95.53086 degrees Fahrenheit
<br><br>


'''Temperature Standard Deviation:'''
==Inferential Stats==
 
Gold Standard: 1.9226
 
Spree Data: 0.870378
 
'''Heart Rate Correlation Coefficient: 0.690806'''


'''Temperature Correlation Coefficient: 0.192798089'''
Pearson's r coefficient for Heart Rate: 0.690806


'''T-Test Heart Rate: 0.427116'''
T-test p-value for Heart Rate: .427116


'''T-Test Temperature: 1.09676e^-21'''
Pearson's r coefficient for Temperature: 0.192798089


<br><br>
T-test p-value for Temperature: 1.09676E-21
 
==Inferential Stats==


==Graphing==
==Graphing==
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'''Heart Rate:'''
'''Heart Rate:'''


[[Image:Heartrate.jpg]]
[[Image:bargraph.jpg]]


[[Image:bargraph.jpg]]
[[Image:realheartrate.jpg]]


'''Temperature:'''
'''Temperature:'''


[[Image:temperature.jpg]]
[[Image:temperature.jpg]]
[[Image:scatterplotreal.jpg]]


==Summary of Results==
==Summary of Results==


 
Data was gathered from both the Spree technology and the Gold Standards for measuring both Heart rate and temperature. The mean values from the Spree technology used to measure heart rate differed by approximately 6 beats per minute from the gold standard pulse ox measurement. The mean values from the Spree technology used to measure body temperature differed by approximately 1 degree Fahrenheit. These values however do not properly represent the accuracy of the Spree device in measuring heart rate and temperature. By analyzing the correlation coefficients and the values obtained from a t-test, heart rate was found to be accurately measured by the Spree technology, while body temperature values were significantly different than the values obtained from the gold standard. This data supports the conclusion that the Spree technology may be used to accurately measure heart rate but not body temperature.
 
<br><br>
 




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==Experimental Design of Own Device==
==Experimental Design of Own Device==


Group Size: (Maximize if possible)
Sample Size: 300 randomly selected residents of Tempe, AZ and surrounding areas.
 
Sample Size: Should be Americans, (Near Maryland since it's near the FDA Office???) since our goal is to bring our device to the United States through the FDA
 
Need a blood sampling to compare to our product (Gold standard)
 
Needs to be over time to compare differences?
 
Should take multiple samples of our test to test the reliability


'''Procedure:'''
Procedure: The subjects vitamin levels will be tested once a week for six weeks. Each subject will be tested using our device, as well as a blood test testing vitamin levels. These test will happen at the same time. The vitamin levels will be compared to see if our device properly measures vitamin levels, with the blood test as the gold standard.


==Sources==
==Sources==

Latest revision as of 08:24, 27 September 2017

BME 100 Fall 2017 Home
People
Lab Write-Up 1 | Lab Write-Up 2 | Lab Write-Up 3
Lab Write-Up 4 | Lab Write-Up 5 | Lab Write-Up 6
Course Logistics For Instructors
Photos
Wiki Editing Help


OUR TEAM

Name: Caiden Gledhill
Name: Erin Lockwood
Name: Alexandra Richey
Name: Maryah Alalwan
Name: Matthew Tam
Name: Aymard Irakoze

LAB 3 WRITE-UP

Descriptive Stats and Graph

Mean of Gold Standard for Heart Rate: 98.08977

Standard Deviation of Gold Standard for Heart Rate: 11.31371

Mean of Spree Device for Heart Rate: 92

Standard Deviation of Spree Device for Heart Rate: 14.14124

Mean of Gold Standard for Temperature: 96.647

Standard Deviation of Gold Standard for Temperature: 1.923

Mean of Spree Device for Temperature: 95.531

Standard Deviation of Spree Device for Temperature: 0.870



Inferential Stats

Pearson's r coefficient for Heart Rate: 0.690806

T-test p-value for Heart Rate: .427116

Pearson's r coefficient for Temperature: 0.192798089

T-test p-value for Temperature: 1.09676E-21

Graphing

Heart Rate:

Temperature:

Summary of Results

Data was gathered from both the Spree technology and the Gold Standards for measuring both Heart rate and temperature. The mean values from the Spree technology used to measure heart rate differed by approximately 6 beats per minute from the gold standard pulse ox measurement. The mean values from the Spree technology used to measure body temperature differed by approximately 1 degree Fahrenheit. These values however do not properly represent the accuracy of the Spree device in measuring heart rate and temperature. By analyzing the correlation coefficients and the values obtained from a t-test, heart rate was found to be accurately measured by the Spree technology, while body temperature values were significantly different than the values obtained from the gold standard. This data supports the conclusion that the Spree technology may be used to accurately measure heart rate but not body temperature.




Experimental Design of Own Device

Sample Size: 300 randomly selected residents of Tempe, AZ and surrounding areas.

Procedure: The subjects vitamin levels will be tested once a week for six weeks. Each subject will be tested using our device, as well as a blood test testing vitamin levels. These test will happen at the same time. The vitamin levels will be compared to see if our device properly measures vitamin levels, with the blood test as the gold standard.

Sources

https://www.youtube.com/watch?v=zCior6C0TSc&feature=youtu.be

https://www.youtube.com/watch?v=J5jr_u2DoFg&feature=youtu.be