Evidence mapPaperPMID 40949461Full record

ReviewTherapeutic advances in endocrinology and metabolism2025

Using digital tools to improve diabetes care in India with continuous glucose monitoring.

Jothydev Kesavadev, Banshi Saboo, Manoj S Chawla, Ambika Gopalakrishnan Unnikrishnan, Timothy C Dunn, Mangesh Harihar Tiwaskar

Abstract readReview
In one paragraph

Review in Therapeutic advances in endocrinology and metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Optimizing Continuous Glucose Monitoring Adoption in India: From Current Challenges to Future Solutions.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
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

6 authors.

Jothydev KesavadevJothydev's Diabetes Research Centre, Konkalam Road, Mudavanmugal, Trivandrum, Kerala 695032, India.ORCID https://orcid.org/0000-0001-6522-6391
Banshi SabooDia Care-Diabetes Care and Hormone Clinic, Ahmedabad, India.
Manoj S ChawlaLina Diabetes Care Mumbai Diabetes Research Centre, Mumbai, India.
Ambika Gopalakrishnan UnnikrishnanChellaram Diabetes Institute, Pune, India.
Timothy C DunnAbbott Diabetes Care, Alameda, CA, USA.
Mangesh Harihar TiwaskarShilpa Medical Research Centre, Mumbai, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Continuous glucose monitoring (CGM) has revolutionized diabetes management globally, offering real-time insights into blood glucose levels and trends. In India, where diabetes prevalence is significant, the adoption of digital health tools (DHTs) for CGM has seen remarkable growth. However, successful integration and adoption of these DHTs require collaboration between healthcare professionals and individuals with diabetes. Ensuring the compatibility, accuracy, and reliability of CGM systems is imperative for optimizing diabetes management outcomes in India. Several challenges persist in adopting DHTs for CGM in the country. The adoption of ambulatory glucose profiles and CGM using DHTs has been transformative in diabetes clinics. This paper culminates with expert recommendations on integrating DHTs into diabetes clinics, focusing on training, communication, and technology utilization. The introduction of the Freestyle

Indexed as

continuous glucose monitoringdiabetesdiabetes managementdigital health tools healthcare professionals

Identifiers

PMID40949461
PMCPMC12432326

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.