Literature DB >> 32830521

Building a Data-Driven Multiple Daily Insulin Therapy Model Using Smart Insulin Pens.

Rocio Harbison1, Michele Hecht1, Janice MacLeod2.   

Abstract

A growing suite of connected devices including Bluetooth or cellular-enabled glucose monitoring devices, smart insulin pens, pumps, fitness trackers, blood pressure, and heart rate and weight monitors present a golden opportunity to build a data-driven clinical practice model including remote monitoring capability and virtual care. This paper will discuss this approach using diabetes as a case study and smart insulin pens as a use case. As payment and practice approaches evolve, there is growing interest from both patients and their health care teams in virtual care made possible by remote monitoring capability. Here, we will define the category of smart insulin pens, describe the hallmarks of a data-driven practice model, and delineate the steps to take to incorporate remote monitoring capability with smart insulin pens into diabetes care for injection therapy patients.

Entities:  

Keywords:  connected health; data-driven; digital health; multiple daily insulin therapy; numeracy; smart insulin pen; therapeutic inertia; value-based care

Mesh:

Substances:

Year:  2020        PMID: 32830521      PMCID: PMC9294568          DOI: 10.1177/1932296820951225

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


  17 in total

1.  Use of an automated bolus calculator reduces fear of hypoglycemia and improves confidence in dosage accuracy in patients with type 1 diabetes mellitus treated with multiple daily insulin injections.

Authors:  Katharine Barnard; Christopher Parkin; Amanda Young; Mansoor Ashraf
Journal:  J Diabetes Sci Technol       Date:  2012-01-01

2.  How much do forgotten insulin injections matter to hemoglobin a1c in people with diabetes? A simulation study.

Authors:  Jette Randløv; Jens Ulrik Poulsen
Journal:  J Diabetes Sci Technol       Date:  2008-03

3.  Consensus Statement by the American Association of Clinical Endocrinologists/American College of Endocrinology insulin pump management task force.

Authors:  George Grunberger; Jill M Abelseth; Timothy S Bailey; Bruce W Bode; Yehuda Handelsman; Richard Hellman; Lois Jovanovič; Wendy S Lane; Philip Raskin; William V Tamborlane; Caitlin Rothermel
Journal:  Endocr Pract       Date:  2014-05       Impact factor: 3.443

Review 4.  Bolus calculators.

Authors:  Signe Schmidt; Kirsten Nørgaard
Journal:  J Diabetes Sci Technol       Date:  2014-05-19

Review 5.  Insulin Access and Affordability Working Group: Conclusions and Recommendations.

Authors:  William T Cefalu; Daniel E Dawes; Gina Gavlak; Dana Goldman; William H Herman; Karen Van Nuys; Alvin C Powers; Simeon I Taylor; Alan L Yatvin
Journal:  Diabetes Care       Date:  2018-05-08       Impact factor: 19.112

Review 6.  A novel pen-based Bluetooth-enabled insulin delivery system with insulin dose tracking and advice.

Authors:  Timothy S Bailey; Jenine Y Stone
Journal:  Expert Opin Drug Deliv       Date:  2017-04-10       Impact factor: 6.648

Review 7.  A Systematic Review of Reviews Evaluating Technology-Enabled Diabetes Self-Management Education and Support.

Authors:  Deborah A Greenwood; Perry M Gee; Kathy J Fatkin; Malinda Peeples
Journal:  J Diabetes Sci Technol       Date:  2017-05-31

8.  Association of numeracy and diabetes control.

Authors:  Kerri Cavanaugh; Mary Margaret Huizinga; Kenneth A Wallston; Tebeb Gebretsadik; Ayumi Shintani; Dianne Davis; Rebecca Pratt Gregory; Lynn Fuchs; Robb Malone; Andrea Cherrington; Michael Pignone; Darren A DeWalt; Tom A Elasy; Russell L Rothman
Journal:  Ann Intern Med       Date:  2008-05-20       Impact factor: 25.391

9.  Use of an insulin bolus advisor improves glycemic control in multiple daily insulin injection (MDI) therapy patients with suboptimal glycemic control: first results from the ABACUS trial.

Authors:  Ralph Ziegler; David A Cavan; Iain Cranston; Katharine Barnard; Jacqueline Ryder; Claudia Vogel; Christopher G Parkin; Walter Koehler; Iris Vesper; Bettina Petersen; Matthias A Schweitzer; Robin S Wagner
Journal:  Diabetes Care       Date:  2013-07-30       Impact factor: 19.112

10.  Implementation of Basal-Bolus Therapy in Type 2 Diabetes: A Randomized Controlled Trial Comparing Bolus Insulin Delivery Using an Insulin Patch with an Insulin Pen.

Authors:  Richard M Bergenstal; Mark Peyrot; Darlene M Dreon; Vanita R Aroda; Timothy S Bailey; Ronald L Brazg; Juan P Frias; Mary L Johnson; David C Klonoff; Davida F Kruger; Shenaz Ramtoola; Julio Rosenstock; Pierre Serusclat; Ruth S Weinstock; Ramachandra G Naik; David M Shearer; Vivien Zraick; Brian L Levy
Journal:  Diabetes Technol Ther       Date:  2019-04-26       Impact factor: 6.118

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  1 in total

1.  Pediatric Smart Insulin Pen Use: The Next Best Thing.

Authors:  Jeniece Ilkowitz; Vanessa Wissing; Mary Pat Gallagher
Journal:  J Diabetes Sci Technol       Date:  2021-09-02
  1 in total

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