Mobile Application for Self-Assessment of Cardiorespiratory Fitness among Diabetic Patients
Rakhmat Ari Wibowo, Denny Agustiningsih
1509
aBSTRACT
Background: Exercise prescription is one of the essential
cornerstones for managing type 2 diabetes mellitus. However, many type 2
diabetes mellitus patients have been reported as not engaging in proper
exercise regimens due to the absence of assessment of their cardiorespiratory
fitness level.
Aim: To test the accuracy of a mobile application in
measuring heart rate and walking distance during a six-minute walk test among
diabetic patients.
Methods: We performed a validation study of a mobile
application in type 2 diabetes mellitus patients. Thirty-five participants
performed a six-minute walk test using a mobile application. The distance
estimated by the application was compared to the measured distance. In
addition, the heart rate before the test and at the end of 6 minutes measured
by the application was compared to the measured heart rate by pulse oximetry.
The mobile application work with contact photoplethysmography in measuring
heart rate and global positioning system in measuring walking distance.
Results: Walking distance and heart rate measurement
using a mobile application correlated well with measured distance (r=0.898) and
pulse oximetry, r=0.943 for heart rate before the test and r=0.953 for heart
rate at the end of 6 minutes. The accuracy of the heart rate and walking
distance measurements by application, reported in mean absolute error were 4.14±0.94bpm for heart rate
measurement before the test, 4.46 ±0.93 for heart rate
measurement at the end of 6 minutes, and 27.58 ±6.20 meter.
Conclusion: Our findings suggest that an Android-based
smartphone application yields accurate heart rate and walking distance
measurements during a six-minute walk test. Thus, a mobile application may be
suitable for self-assessment of cardiorespiratory fitness among type 2 diabetes
mellitus patients.
Keyword:
Cardiorespiratory fitness; exercise; mobile
application; six-minute walk test; type 2 diabetes mellitus
aBSTRACT
Background: Exercise prescription is one of the essential
cornerstones for managing type 2 diabetes mellitus. However, many type 2
diabetes mellitus patients have been reported as not engaging in proper
exercise regimens due to the absence of assessment of their cardiorespiratory
fitness level.
Aim: To test the accuracy of a mobile application in
measuring heart rate and walking distance during a six-minute walk test among
diabetic patients.
Methods: We performed a validation study of a mobile
application in type 2 diabetes mellitus patients. Thirty-five participants
performed a six-minute walk test using a mobile application. The distance
estimated by the application was compared to the measured distance. In
addition, the heart rate before the test and at the end of 6 minutes measured
by the application was compared to the measured heart rate by pulse oximetry.
The mobile application work with contact photoplethysmography in measuring
heart rate and global positioning system in measuring walking distance.
Results: Walking distance and heart rate measurement
using a mobile application correlated well with measured distance (r=0.898) and
pulse oximetry, r=0.943 for heart rate before the test and r=0.953 for heart
rate at the end of 6 minutes. The accuracy of the heart rate and walking
distance measurements by application, reported in mean absolute error were 4.14±0.94bpm for heart rate
measurement before the test, 4.46 ±0.93 for heart rate
measurement at the end of 6 minutes, and 27.58 ±6.20 meter.
Conclusion: Our findings suggest that an Android-based
smartphone application yields accurate heart rate and walking distance
measurements during a six-minute walk test. Thus, a mobile application may be
suitable for self-assessment of cardiorespiratory fitness among type 2 diabetes
mellitus patients.
Keyword:
Cardiorespiratory fitness; exercise; mobile
application; six-minute walk test; type 2 diabetes mellitus