Evidence map›Paper›PMID 37264627›Full record

ArticleJournal of diabetes science and technology2025

Current Perspective on the Potential Benefits of Smart Insulin Pens on Glycemic Control in Patients With Diabetes: Spanish Delphi Consensus.

Jesús Moreno-Fernandez, Gonzalo Díaz-Soto, Juan Girbes, Francisco Javier Arroyo

Open access · greenAbstract readConsensus Statement
In one paragraph

Article in Journal of diabetes science and technology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
1.3field-weighted citation impact, top 18% 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

0 citing papers in PubMed, 3 citations in OpenAlex.

No citing paper in PubMed yet.

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

4 authors at 4 institutions in 1 country.

Jesús Moreno-FernandezEndocrinology and Nutrition Department, Ciudad Real General University Hospital, Ciudad Real School of Medicine, University of Castilla-La Mancha, Ciudad Real, Spain.ORCID 0000-0002-9703-1094
Gonzalo Díaz-SotoEndocrinology and Nutrition Service, University Clinical Hospital of Valladolid, School of Medicine, University of Valladolid, Valladolid, Spain.ORCID 0000-0001-9743-9412
Juan GirbesEndocrinology Service, Hospital Arnau de Vilanova, Valencia, Spain.
Francisco Javier ArroyoPediatric Endocrinology Unit, Maternal and Child Hospital, Badajoz, Spain.
Centro de Implantología Cirugía Oral y Maxilofacial · ESHospital Arnau de Vilanova · ESHospital General Universitario de Ciudad Real · ESUniversidad de Valladolid · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDiabetes mellitus (DM) is a chronic disease with high morbidity and mortality, and glycemic control is key to avoiding complications. Technological innovations have led to the development of new tools to help patients with DM manage their condition.

objectiveThis consensus assesses the current perspective of physicians on the potential benefits of using smart insulin pens in the glycemic control of patients with type 1 diabetes (DM1) in Spain.

methodsThe Delphi technique was used by 110 physicians who were experts in managing patients with DM1. The questionnaire consisted of 94 questions.

resultsThe consensus obtained was 95.74%. The experts recommended using the ambulatory glucose profile report and the different time-in-range (TIR) metrics to assess poor glycemic control. Between 31% and 65% of patients had TIR values less than 70% and were diagnosed based on glycosylated hemoglobin values. They believed that less than 10% of patients needed to remember to administer the basal insulin dose and between 10% and 30% needed to remember the prandial insulin dose.

conclusionsThe perception of physicians in their usual practice leads them to recommend the use of ambulatory glucose profile and time in range for glycemic control. Forgetting to administer insulin is a very common problem and the actual occurrence rate does not correspond with clinicians' perceptions. Technological improvements and the use of smart insulin pens can increase treatment adherence, strengthen the doctor-patient relationship, and help improve patients' education and quality of life.

Indexed as

Blood GlucoseDelphi TechniqueDiabetes Mellitus, Type 1Glycemic ControlHypoglycemic AgentsInsulinBlood Glucose Self-MonitoringFemaleGlycated HemoglobinHumansInsulin Infusion SystemsMaleSpainSurveys and QuestionnairesBlood GlucoseGlycated HemoglobinHypoglycemic AgentsInsulinDelphi methoddiabetes mellitusdigital healthsmart insulin pens

Identifiers

PMID37264627
PMCPMC11688688
OpenAlexW4379094244

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.