Evidence map›Paper›PMID 35316509›Full record

ArticleDiabetes therapy : research, treatment and education of diabetes and related disorders2022

Impact of My Dose Coach App Frequency of Use on Clinical Outcomes in Type 2 Diabetes.

Ambika Gopalakrishnan Unnikrishnan, Vijay Viswanathan, Fang Liz Zhou, Lichen Hao, Prithvi Kamath, Monica Bertolini, Jose Fernando Botero, Leonardo Mancillas-Adame

Open access · goldAbstract read
In one paragraph

Article in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.5field-weighted citation impact, top 16% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 12 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Review
  4. Article
  5. Article
  6. Real-World Effectiveness of My Dose Coach™-Assisted Basal Insulin Titration in People with Type 2 Diabetes in Saudi Arabia and Kuwait.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
  7. Expert Opinion on Optimizing Suboptimal Basal Insulin Titration in India: Addressing Challenges and Leveraging Digital Solutions.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
  8. Using digital tools to improve diabetes care in India with continuous glucose monitoring.Therapeutic advances in endocrinology and metabolism · 2025
    Review
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 5 institutions in 4 countries.

Ambika Gopalakrishnan UnnikrishnanChellaram Diabetes Institute, Pune, Maharashtra, 411 021, India. ceo@CDI.ORG.IN.ORCID http://orcid.org/0000-0001-7603-9639
Vijay ViswanathanM.V Hospital for Diabetes, Chennai, India.
Fang Liz ZhouSanofi, Bridgewater, USA.
Lichen HaoSanofi, Bridgewater, USA.
Prithvi KamathSanofi, Cambridge, USA.
Monica BertoliniSanofi, Bridgewater, USA.
Jose Fernando BoteroUniversidad Pontificia Bolivariana (UPB), Medellín, Colombia.
Leonardo Mancillas-AdameEndocrinology Division, Medical School and University Hospital, Universidad Autonoma de Nuevo Leon, Nuevo Leon, Mexico.
Sanofi (United States) · USChellaram Hospital · INM.V. Hospital for Diabetes and Diabetes Research Centre · INUniversidad Autónoma de Nuevo León · MXUniversidad Pontificia Bolivariana · CO

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionMy Dose Coach (MDC) is a US Food and Drug Administration-approved digital smartphone application designed to help users with type 2 diabetes (T2D) titrate their basal insulin (BI) according to a clinician-prescribed individualized titration plan. The aim of this analysis was to assess the impact of the frequency of MDC use on clinical outcomes.

methodsThis retrospective observational analysis included people with T2D who were registered for MDC (August 1st, 2018-April 30th, 2020) and received BI. Users with an activated care plan and ≥2 fasting blood glucose (FBG) observations spanning ≥2 weeks were defined as active. Outcomes included percentage achieving their individual FBG target, time to FBG target, change in FBG, change in insulin dose and hypoglycemia. Users were stratified into high (>3 days per week), moderate (>1- ≤3 days per week), and low (≤1 day per week) MDC usage groups.

resultsThe analysis included 2517 active MDC users. Approximately 49% of users had high MDC usage. Overall, 44% of users across all usage frequencies achieved their individual FBG target. High MDC use was associated with significantly better FBG target achievement and less time to FBG target versus moderate- and low-usage groups (p≤0.01 for all). Insulin dose change was significantly greater in the high- versus moderate-usage group (p=0.01). There was no significant difference in hypoglycemia incidence among MDC usage groups (12%-16% of users in any usage group).

conclusionsMore frequent MDC usage was associated with better FBG outcomes without increased hypoglycemia risk.

Indexed as

Glycemic controlMobile applicationSelf-managementType 2 diabetes mellitus

Identifiers

PMID35316509
PMCPMC8938735
OpenAlexW4220797644

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.