Literature DB >> 28617628

Pilot Study of a Novel Application for Data Visualization in Type 1 Diabetes.

Jenise C Wong1, Aaron B Neinstein2, Howard Look3, Brandon Arbiter3, Nora Chokr1, Cassie Ross1, Saleh Adi1.   

Abstract

BACKGROUND: A novel software application, Blip, was created to combine and display diabetes data from multiple devices in a uniform, user-friendly manner. The objective of this study was to test the usability of this application by adults and caregivers of children with type 1 diabetes (T1D).
METHODS: Patients (n = 35) and caregivers of children with T1D (n = 30) using an insulin pump for >1 year ± CGM were given access to the software for 3 months. Diabetes management practices and the use of diabetes data were assessed at baseline and at study end, and feedback was gathered in a concluding questionnaire.
RESULTS: At baseline, 97% of participants agreed it was important for patients to know how to interpret glucose data. Most felt that clinicians and patients should share the tasks of reviewing data, finding patterns, and making changes to their insulin plans. However, despite valuing shared responsibility, at baseline, 43% of participants never downloaded pump data, and only 9% did so at least once per month. At study end, 72% downloaded data at least once during the 3-month study, and 38% downloaded at least once per month. Regarding the software application, participants liked the central repository of data and the user interface. Suggestions included providing tools for understanding and interpreting glucose patterns, an easier uploading process, and access with mobile devices.
CONCLUSIONS: Collaboration between developers and researchers prompted iterative, rapid development of data visualization software and improvements in the uploading process and user interface, which facilitates clinical integration and future clinical studies.

Entities:  

Keywords:  continuous glucose monitoring; data platform; data visualization; device interoperability; insulin pumps; type 1 diabetes

Mesh:

Substances:

Year:  2017        PMID: 28617628      PMCID: PMC5588832          DOI: 10.1177/1932296817691305

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  12 in total

Review 1.  7. Approaches to Glycemic Treatment.

Authors: 
Journal:  Diabetes Care       Date:  2016-01       Impact factor: 19.112

2.  CGM Retrospective Data Analysis.

Authors:  Gary Scheiner
Journal:  Diabetes Technol Ther       Date:  2016-02       Impact factor: 6.118

Review 3.  Diabetes Device Interoperability for Improved Diabetes Management.

Authors:  Alain D Silk
Journal:  J Diabetes Sci Technol       Date:  2015-07-15

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Authors:  Saleh Adi
Journal:  Adolesc Med State Art Rev       Date:  2010-04

5.  Real-time continuous glucose monitoring among participants in the T1D Exchange clinic registry.

Authors:  Jenise C Wong; Nicole C Foster; David M Maahs; Dan Raghinaru; Richard M Bergenstal; Andrew J Ahmann; Anne L Peters; Bruce W Bode; Grazia Aleppo; Irl B Hirsch; Lora Kleis; H Peter Chase; Stephanie N DuBose; Kellee M Miller; Roy W Beck; Saleh Adi
Journal:  Diabetes Care       Date:  2014-07-10       Impact factor: 19.112

6.  Advancement of the artificial pancreas through the development of interoperability standards.

Authors:  Peter E Picton; Melanie Yeung; Nathaniel Hamming; Lane Desborough; Eyal Dassau; Joseph A Cafazzo
Journal:  J Diabetes Sci Technol       Date:  2013-07-01

7.  The effect of long-term intensified insulin treatment on the development of microvascular complications of diabetes mellitus.

Authors:  P Reichard; B Y Nilsson; U Rosenqvist
Journal:  N Engl J Med       Date:  1993-07-29       Impact factor: 91.245

8.  Recommendations for standardizing glucose reporting and analysis to optimize clinical decision making in diabetes: the ambulatory glucose profile.

Authors:  Richard M Bergenstal; Andrew J Ahmann; Timothy Bailey; Roy W Beck; Joan Bissen; Bruce Buckingham; Larry Deeb; Robert H Dolin; Satish K Garg; Robin Goland; Irl B Hirsch; David C Klonoff; Davida F Kruger; Glenn Matfin; Roger S Mazze; Beth A Olson; Christopher Parkin; Anne Peters; Margaret A Powers; Henry Rodriguez; Phil Southerland; Ellie S Strock; William Tamborlane; David M Wesley
Journal:  J Diabetes Sci Technol       Date:  2013-03-01

Review 9.  The current status of mHealth for diabetes: will it be the next big thing?

Authors:  David C Klonoff
Journal:  J Diabetes Sci Technol       Date:  2013-05-01

10.  A Minority of Patients with Type 1 Diabetes Routinely Downloads and Retrospectively Reviews Device Data.

Authors:  Jenise C Wong; Aaron B Neinstein; Matthew Spindler; Saleh Adi
Journal:  Diabetes Technol Ther       Date:  2015-07-02       Impact factor: 6.118

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  3 in total

1.  A Pilot Study of Use of a Software Platform for the Collection, Integration, and Visualization of Diabetes Device Data by Health Care Providers in a Multidisciplinary Pediatric Setting.

Authors:  Jenise C Wong; Zara Izadi; Shannon Schroeder; Marie Nader; Jennifer Min; Aaron B Neinstein; Saleh Adi
Journal:  Diabetes Technol Ther       Date:  2018-11-21       Impact factor: 6.118

2.  Early experiences with patient generated health data: health system and patient perspectives.

Authors:  Julia Adler-Milstein; Paige Nong
Journal:  J Am Med Inform Assoc       Date:  2019-10-01       Impact factor: 4.497

3.  Technological Ecological Momentary Assessment Tools to Study Type 1 Diabetes in Youth: Viewpoint of Methodologies.

Authors:  Mary Katherine Ray; Alana McMichael; Maria Rivera-Santana; Jacob Noel; Tamara Hershey
Journal:  JMIR Diabetes       Date:  2021-06-03
  3 in total

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