Evidence map›Paper›PMID 40864470›Full record

ArticleJAMA network open2025

Global Inequities in Diabetes Technology and Insulin Access and Glycemic Outcomes.

Alzbeta Santova, Martin de Bock, Stefanie Lanzinger, Ellen B Goldbloom, Natasa Bratina, Consuelo Barcala, Doha Alhomaidah, Arunkumar R Pande, Pravesh Kumar Guness, Iveta Dzivite-Krisane and 3 more

Abstract readMulticenter Study
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Diabetes Technology in the School Setting for Preschool-Aged Children.Journal of diabetes science and technology · 2026
    Article
  2. Article
  3. Technology in Diabetes: A Year in Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
  4. Review
  5. Observational
  6. 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

13 authors.

Alzbeta SantovaDepartment of Pediatrics, Motol University Hospital and Second Faculty of Medicine, Prague, Czechia.
Martin de BockDepartment of Pediatrics, University of Otago, Christchurch, New Zealand.
Stefanie LanzingerInstitute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany.
Ellen B GoldbloomDepartment of Pediatrics, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
Natasa BratinaDepartment of Pediatric Endocrinology, Diabetes and Metabolic Diseases, University Children's Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia.
Consuelo BarcalaDepartment of Nutrition and Diabetes, Hospital de Pediatría S.A.M.I.C. Prof. Dr. Juan P. Garrahan, Buenos Aires, Argentina.
Doha AlhomaidahPediatric Endocrine and Diabetes Unit, Pediatric Department, Farwaniya Hospital, Al Farwaniyah Governorate, Kuwait.
Arunkumar R PandeDepartment of Endocrinology, Diabetes and Metabolism, Health City Vistaar Hospital, Lucknow, India.
Pravesh Kumar GunessT1Diams, Quatre Bornes, Mauritius.
Iveta Dzivite-KrisaneChildren's Endocrinology Unit, Children's University Hospital and Riga Stradiņš University, Riga, Latvia.
Catarina LimbertUnit of Pediatric Endocrinology and Diabetes, Hospital Dona Estefania, Lisbon, Portugal.
Zdenek SumnikDepartment of Pediatrics, Motol University Hospital and Second Faculty of Medicine, Prague, Czechia.
SWEET Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Advanced diabetes technologies such as continuous glucose monitoring (CGM), continuous subcutaneous insulin infusion (insulin pumps [CSII]), and glucometers alongside insulin access represent the criterion standard for managing type 1 diabetes (T1D) in children. Global disparities in their access and reimbursement may be associated with glycemic outcomes. Objective: To describe how accessibility and reimbursement of advanced diabetes technologies and insulin are associated with glycated hemoglobin (HbA1c) levels in centers participating in the SWEET initiative, an international pediatric diabetes registry. Design, Setting, and Participants: This global multicenter cross-sectional study collected data from 81 centers in 56 countries. Web-based questionnaires were distributed to representatives of all 121 pediatric diabetes centers participating in the SWEET initiative from March 1 to May 31, 2024, and used to map accessibility of and reimbursement for CGM, CSII, glucometers, and insulin. Reimbursement data were compared with HbA1c levels using the SWEET Study dataset. Participants included 42 349 children with T1D. Exposures: Responses were categorized into 4 groups based on the extent of reimbursement for diabetes technologies and insulin. Main Outcomes and Measures: Mean HbA1c levels across centers calculated from measurements current as of December 31, 2023, analyzed by categories of accessibility of and reimbursement for diabetes technologies and insulin. Results: Data collected from 81 of 121 SWEET centers (67%) across 56 countries included HbA1c levels from 42 349 children with T1D (22 021 male [52%]; mean [SD] age, 14.3 [4.4] years; mean [SD] diabetes duration, 6.0 [4.2] years). Universal access with complete reimbursement for all technologies and insulin was reported by 32 centers from 19 countries, while 8 countries reported no reimbursement for any technologies or insulin. Centers with full reimbursement for CSII, CGM, glucometers, and insulin showed mean HbA1c levels of 7.62% (95% CI, 7.59%-7.64%) to 7.75% (95% CI, 7.73%-7.77%) compared with 9.65% (95% CI, 9.55%-9.71%) to 10.49% (95% CI, 10.40%-10.58%) in centers with no reimbursement and/or no availability (P < .001 for all items). Conclusions and Relevance: This cross-sectional study found that HbA1c levels were associated with the accessibility of modern diabetes technologies and insulin. Efforts to ensure universal accessibility are required to reduce global inequities and glycemic outcomes for children with T1D.

Indexed as

Diabetes Mellitus, Type 1Healthcare DisparitiesHealth Services AccessibilityHypoglycemic AgentsInsulinInsulin Infusion SystemsAdolescentBlood GlucoseBlood Glucose Self-MonitoringChildCross-Sectional StudiesFemaleGlobal HealthGlycated HemoglobinGlycemic ControlHumansBlood GlucoseGlycated HemoglobinHypoglycemic AgentsInsulin

Identifiers

PMID40864470
PMCPMC12391998

What Socratic holds

Textmetadata
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.