Evidence mapPaperPMID 40520321Full record

ArticleFrontiers in public health2025

A global call to action: strengthening strategies to combat dysglycemia and improve public health outcomes.

Krish Hirani, Brody Sundheim, Mateo Blaschke, Joana R N Lemos, Rahul Mittal

Abstract read
In one paragraph

Article in Frontiers in public health, 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. The Imperative of Population-Specific Biochemical Reference Intervals: A Translational Framework for Precision Public Health.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine
    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

5 authors.

Krish Hirani *Young Leaders Advocacy Group, Diabetes Research Institute Foundation, Hollywood, FL, United States.
Brody Sundheim *Young Leaders Advocacy Group, Diabetes Research Institute Foundation, Hollywood, FL, United States.
Mateo Blaschke *Young Leaders Advocacy Group, Diabetes Research Institute Foundation, Hollywood, FL, United States.
Joana R N LemosYoung Leaders Advocacy Group, Diabetes Research Institute Foundation, Hollywood, FL, United States.
Rahul MittalYoung Leaders Advocacy Group, Diabetes Research Institute Foundation, Hollywood, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dysglycemia, affecting over 800 million people globally, poses a significant challenge to health systems and economies, contributing to healthcare costs exceeding $966 billion annually. This practice paper presents a strategic, multi-level framework addressing dysglycemia through evidence-based interventions. Effective measures include promoting low-glycemic diets, structured physical activity, and continuous glucose monitoring technologies to enhance self-management. Policy initiatives such as sugar taxation and healthy food subsidies incentivize healthier choices, while healthcare provider training enhances clinical capacity. These integrated efforts have demonstrated reduced hospitalizations, improved cognitive function and economic benefits through lower medication costs and enhanced workforce productivity. Addressing healthcare inequities and tailoring interventions to cultural contexts are critical to long-term success.

Indexed as

Global HealthHealth PromotionPublic HealthExerciseHumansdiabetesdysglycemiaeconomic impactglycemic controlinsulin resistancemetabolic disorderspublic health policy

Identifiers

PMID40520321
PMCPMC12162950

What Socratic holds

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LicenceCC BY
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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.