BME100 s2017:Group3 W8AM L3: Difference between revisions

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==Inferential Stats==
==Inferential Stats==
A paired t-test was used for both the oral thermometer and pulse ox, due to the comparison of two samples.
A paired t-test was used for both the oral thermometer and pulse ox, due to the comparison of two samples.


'''Heart Rate'''
'''Heart Rate'''


Standard Deviation Pulse Ox Gold Standard : 21.70
''Standard Deviation Pulse Ox Gold Standard'' : 21.70
Standard Deviation Pulse Ox Spree: 24.27
 
The standard deviations are high due to the different conditions the subject were placed in for the measurement of their heart rates.
''Standard Deviation Pulse Ox Spree'': 24.27
P-value: 0.78
 
T-test (p-value): 0.671
''R-value'': 0.78
 
''T-test (p-value)'': 0.671


'''Temperature'''
'''Temperature'''
Standard Deviation Oral Thermometer Gold Standard: 1.92
Standard Deviation Oral Thermometer Spree: 0.87
P-value: 0.193
T-test (p-value): 1.067*10^-21


The Pulse Ox is reliable when calculating heart rate but not temperature
''Standard Deviation Oral Thermometer Gold Standard'': 1.92
 
''Standard Deviation Oral Thermometer Spree'': 0.87


''R-value'': 0.193


''T-test (p-value)'': 1.067*10^-21




The Spree device is reliable when calculating heart rate, but is not a reliable device to measure temperature according to the t-tests. The oral thermometer yielded a p-value under 0.05, which shows a significant difference in the data; however, the pulse ox yielded a p-value greater than 0.05, meaning that the data is similar and reliable. This conclusion can also be drawn by referring to the r-value. The r-value for the pulse ox is approaching one which shows a high correlation and the r-value for the oral thermometer is very low which shows a low correlation. By yielding a r-value close to 1, it illustrates that the device has a high validity as well as reliability.


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==Design Flaws and Recommendations==
==Design Flaws and Recommendations==


 
The primary design flaw that the device consisted of is failure to accurately measure the internal temperature of the user, causing the overall product to be unreliable even if the pulse ox properly functioned without flaws. In order to reduce the error, a solution to the temperature dilemma could be to instead provide the user with colors that indicate the range of body temperature. Overall, by increasing the accuracy or reading of the internal body temperature of the device compared to the original, the overall quality and reliability of the product will drastically increase.
 
 


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


For an experiment: Locate people already in need of a mobility enhancing exoskeleton. Give those people our exoskeleton and measure the amount of battery used by certain tasks and overall battery life per day. Then, we would measure both the battery used per task and per day and compare this to our competitor exosuits in order to determine if our exosuit is more efficient. As for actual customer satisfaction, we would compare both our own exoskeleton and our competitors’ exoskeleton with common tests, such as sitting, standing, and walking speed. The results of these will then tell us whether our device is more efficient without sacrificing viability.
For an experiment: The first objective would be to locate a diverse sample population of people that are in need of a mobility enhancing exoskeleton. This sample, ranging of different ages and mobility constraints, will be given our exoskeleton and the amount of battery used by certain tasks and overall battery life per day will be measured. Some of these tasks can be as simple as a typical day of walking, or even analyzing the battery usage during certain exercises. Then, we would measure both the battery percentage used per task and per day and compare this to our competitor exosuits in order to determine if our exosuit is more efficient. As for actual customer satisfaction, we would compare both our own exoskeleton and our competitors’ exoskeleton with common tests, such as sitting, standing, and walking speed. The results of these will then tell us whether our device is more efficient without sacrificing viability.


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Latest revision as of 00:00, 22 February 2017

BME 100 Spring 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: Anna Deng
Name: Tyler Grenier
Name: Jacqueline Klier
Name: Andy Tang
Name: D'Kiehl Cole-Cash
Name: Robert Arthur

LAB 3 WRITE-UP

Descriptive Stats and Graph





Inferential Stats

A paired t-test was used for both the oral thermometer and pulse ox, due to the comparison of two samples.


Heart Rate

Standard Deviation Pulse Ox Gold Standard : 21.70

Standard Deviation Pulse Ox Spree: 24.27

R-value: 0.78

T-test (p-value): 0.671

Temperature

Standard Deviation Oral Thermometer Gold Standard: 1.92

Standard Deviation Oral Thermometer Spree: 0.87

R-value: 0.193

T-test (p-value): 1.067*10^-21


The Spree device is reliable when calculating heart rate, but is not a reliable device to measure temperature according to the t-tests. The oral thermometer yielded a p-value under 0.05, which shows a significant difference in the data; however, the pulse ox yielded a p-value greater than 0.05, meaning that the data is similar and reliable. This conclusion can also be drawn by referring to the r-value. The r-value for the pulse ox is approaching one which shows a high correlation and the r-value for the oral thermometer is very low which shows a low correlation. By yielding a r-value close to 1, it illustrates that the device has a high validity as well as reliability.



Design Flaws and Recommendations

The primary design flaw that the device consisted of is failure to accurately measure the internal temperature of the user, causing the overall product to be unreliable even if the pulse ox properly functioned without flaws. In order to reduce the error, a solution to the temperature dilemma could be to instead provide the user with colors that indicate the range of body temperature. Overall, by increasing the accuracy or reading of the internal body temperature of the device compared to the original, the overall quality and reliability of the product will drastically increase.



Experimental Design of Own Device

For an experiment: The first objective would be to locate a diverse sample population of people that are in need of a mobility enhancing exoskeleton. This sample, ranging of different ages and mobility constraints, will be given our exoskeleton and the amount of battery used by certain tasks and overall battery life per day will be measured. Some of these tasks can be as simple as a typical day of walking, or even analyzing the battery usage during certain exercises. Then, we would measure both the battery percentage used per task and per day and compare this to our competitor exosuits in order to determine if our exosuit is more efficient. As for actual customer satisfaction, we would compare both our own exoskeleton and our competitors’ exoskeleton with common tests, such as sitting, standing, and walking speed. The results of these will then tell us whether our device is more efficient without sacrificing viability.