Literature DB >> 30284645

App-Based Insulin Calculators: Current and Future State.

Leslie Eiland1, Meghan McLarney2, Thiyagarajan Thangavelu1, Andjela Drincic3.   

Abstract

PURPOSE OF REVIEW: To perform a comprehensive literature review and critical assessment of peer-reviewed manuscripts addressing the efficacy, safety, or usability of insulin calculator apps. RECENT
FINDINGS: Managing diabetes with insulin can be complex, and literacy and numeracy skills pose barriers to manual insulin dose calculations. App-based insulin calculators are promising tools to help people with diabetes administer insulin safely and have potential to improve glycemic control. While a large number of apps which assist with insulin dosing are available, there is limited data evaluating their efficacy, safety, and usability. Recently, a need for regulatory oversight has been recognized, but few apps meet federal standards. Thus, choosing an appropriate app is challenging for both patients and providers. An electronic literature review was performed to identify insulin calculator apps with either evidence for efficacy, safety or usability published in peer-reviewed literature or with FDA/CE approval. Twenty apps were identified intended for use by patients with diabetes on insulin. Of these, nine included insulin calculators. Summaries of each app, including pros and cons, are provided. Insulin-calculator apps have the potential to improve self-management of diabetes. While current literature demonstrates improvements in quality of life and glycemic control after use of these programs, larger trials are needed to collect outcome and safety data. Also, further human factor analysis is needed to assure these apps will be adopted appropriately by people with diabetes. App features including efficacy and safety data need to be easily available for consumer review and decision making. Higher standards need to be set for app developers to ensure safety and efficacy.

Entities:  

Keywords:  FDA; Insulin bolus calculators; Smartphone applications; Type 1 diabetes; Type 2 diabetes

Mesh:

Substances:

Year:  2018        PMID: 30284645     DOI: 10.1007/s11892-018-1097-y

Source DB:  PubMed          Journal:  Curr Diab Rep        ISSN: 1534-4827            Impact factor:   4.810


  45 in total

1.  Efficacy of automatic bolus calculator with automatic speech recognition in patients with type 1 diabetes: A randomized cross-over trial.

Authors:  Piotr Foltynski; Piotr Ladyzynski; Ewa Pankowska; Karolina Mazurczak
Journal:  J Diabetes       Date:  2018-02-09       Impact factor: 4.006

2.  Does the fat-protein meal increase postprandial glucose level in type 1 diabetes patients on insulin pump: the conclusion of a randomized study.

Authors:  Ewa Pańkowska; Marlena Błazik; Lidia Groele
Journal:  Diabetes Technol Ther       Date:  2011-10-20       Impact factor: 6.118

Review 3.  Do Mobile Phone Applications Improve Glycemic Control (HbA1c) in the Self-management of Diabetes? A Systematic Review, Meta-analysis, and GRADE of 14 Randomized Trials.

Authors:  Can Hou; Ben Carter; Jonathan Hewitt; Trevor Francisa; Sharon Mayor
Journal:  Diabetes Care       Date:  2016-11       Impact factor: 19.112

4.  Use of a Smart Glucose Monitoring System to Guide Insulin Dosing in Patients With Diabetes in Regular Clinical Practice.

Authors:  Judith van Niel; Petronella H Geelhoed-Duijvestijn
Journal:  J Diabetes Sci Technol       Date:  2014-01-01

5.  Real-World Data Collection Regarding Titration Algorithms for Insulin Glargine in Patients With Type 2 Diabetes Mellitus.

Authors:  Andreas Pfützner; Bernd Stratmann; Klaus Funke; Harald Pohlmeier; Ludger Rose; Jochen Sieber; Frank Flacke; Diethelm Tschoepe
Journal:  J Diabetes Sci Technol       Date:  2016-08-22

6.  Literacy, numeracy, and portion-size estimation skills.

Authors:  Mary Margaret Huizinga; Adam J Carlisle; Kerri L Cavanaugh; Dianne L Davis; Rebecca P Gregory; David G Schlundt; Russell L Rothman
Journal:  Am J Prev Med       Date:  2009-04       Impact factor: 5.043

7.  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

8.  Unknown Safety and Efficacy of Smartphone Bolus Calculator Apps Puts Patients at Risk for Severe Adverse Outcomes.

Authors:  Irl B Hirsch; Christopher G Parkin
Journal:  J Diabetes Sci Technol       Date:  2016-06-28

9.  Diabetes Interactive Diary: a new telemedicine system enabling flexible diet and insulin therapy while improving quality of life: an open-label, international, multicenter, randomized study.

Authors:  Maria C E Rossi; Antonio Nicolucci; Paolo Di Bartolo; Daniela Bruttomesso; Angela Girelli; Francisco J Ampudia; David Kerr; Antonio Ceriello; Carmen De La Questa Mayor; Fabio Pellegrini; David Horwitz; Giacomo Vespasiani
Journal:  Diabetes Care       Date:  2009-10-06       Impact factor: 19.112

10.  Accuracy of Carbohydrate Counting in Adults.

Authors:  Lisa T Meade; Wanda E Rushton
Journal:  Clin Diabetes       Date:  2016-07
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  6 in total

Review 1.  Has Technology Improved Diabetes Management in Relation to Age, Gender, and Ethnicity?

Authors:  Leslie Eiland; Thiyagarajan Thangavelu; Andjela Drincic
Journal:  Curr Diab Rep       Date:  2019-11-04       Impact factor: 4.810

2.  Automated Bolus Calculators and Connected Insulin Pens: A Smart Combination for Multiple Daily Injection Insulin Therapy.

Authors:  David T Ahn
Journal:  J Diabetes Sci Technol       Date:  2021-12-22

Review 3.  Adherence and Persistence to Insulin Therapy in People with Diabetes: Impact of Connected Insulin Pen Delivery Ecosystem.

Authors:  Devin Steenkamp; Elizabeth L Eby; Nany Gulati; Birong Liao
Journal:  J Diabetes Sci Technol       Date:  2021-03-05

Review 4.  Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors.

Authors:  Martina Vettoretti; Giacomo Cappon; Andrea Facchinetti; Giovanni Sparacino
Journal:  Sensors (Basel)       Date:  2020-07-10       Impact factor: 3.576

Review 5.  Diabetology 4.0: Scoping Review of Novel Insights and Possibilities Offered by Digitalization.

Authors:  Claudia Eberle; Stefanie Stichling; Maxine Löhnert
Journal:  J Med Internet Res       Date:  2021-03-24       Impact factor: 5.428

6.  Comparison of three insulin bolus calculators to increase time in range of glycemia in a group of poorly controlled adults Type 1 diabetes in a Brazilian public health service.

Authors:  Vanessa Araujo Montanari; Mônica Andrade Lima Gabbay; Sérgio Atala Dib
Journal:  Diabetol Metab Syndr       Date:  2022-09-13       Impact factor: 5.395

  6 in total

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