Time-Series Analysis of Continuously Monitored Blood Glucose: The Impacts of Geographic and Daily Lifestyle Factors
المؤلفون المشاركون
Doherty, Sean
Greaves, Stephen P.
المصدر
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-6، 6ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-03-29
دولة النشر
مصر
عدد الصفحات
6
التخصصات الرئيسية
الملخص EN
Type 2 diabetes is known to be associated with environmental, behavioral, and lifestyle factors.
However, the actual impacts of these factors on blood glucose (BG) variation throughout the day have remained relatively unexplored.
Continuous blood glucose monitors combined with human activity tracking technologies afford new opportunities for exploration in a naturalistic setting.
Data from a study of 40 patients with diabetes is utilized in this paper, including continuously monitored BG, food/medicine intake, and patient activity/location tracked using global positioning systems over a 4-day period.
Standard linear regression and more disaggregated time-series analysis using autoregressive integrated moving average (ARIMA) are used to explore patient BG variation throughout the day and over space.
The ARIMA models revealed a wide variety of BG correlating factors related to specific activity types, locations (especially those far from home), and travel modes, although the impacts were highly personal.
Traditional variables related to food intake and medications were less often significant.
Overall, the time-series analysis revealed considerable patient-by-patient variation in the effects of geographic and daily lifestyle factors.
We would suggest that maps of BG spatial variation or an interactive messaging system could provide new tools to engage patients and highlight potential risk factors.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Doherty, Sean& Greaves, Stephen P.. 2015. Time-Series Analysis of Continuously Monitored Blood Glucose: The Impacts of Geographic and Daily Lifestyle Factors. Journal of Diabetes Research،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1068006
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Doherty, Sean& Greaves, Stephen P.. Time-Series Analysis of Continuously Monitored Blood Glucose: The Impacts of Geographic and Daily Lifestyle Factors. Journal of Diabetes Research No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1068006
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Doherty, Sean& Greaves, Stephen P.. Time-Series Analysis of Continuously Monitored Blood Glucose: The Impacts of Geographic and Daily Lifestyle Factors. Journal of Diabetes Research. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1068006
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1068006
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر