Evidence map›Paper›PMID 42686380›Full record

ArticleBMJ open quality2026

Feasibility and acceptability of e-learning training about diabetes and insulin usage to Peruvian healthcare professionals.

Ana Maria Sandoval Barrantes, Ruth Iguiniz Romero, Isabel Amemiya Hoshi, Patricia Busta-Flores, Victoria Cavero, Liliana Hidalgo-Padilla, Mauricio Toyama, Jacqueline Dueñas Quispe, María Lazo Porras, Janeth Tenorio Mucha and 2 more

Abstract read
In one paragraph

Article in BMJ open quality, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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

12 authors.

Ana Maria Sandoval BarrantesCentro Interdisciplinario de Simulación Avanzada, Universidad Peruana Cayetano Heredia, Lima, Lima, Peru.ORCID http://orcid.org/0000-0002-2517-8265
Ruth Iguiniz RomeroCIAEQ - Centro de Investigación y Acción para la Equidad, Universidad Peruana Cayetano Heredia, Lima, Peru.
Isabel Amemiya HoshiUniversidad Nacional Mayor de San Marcos, Lima, Peru.
Patricia Busta-FloresUniversidad Peruana Cayetano Heredia, Lima, Peru.
Victoria CaveroCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru.
Liliana Hidalgo-PadillaCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru.
Mauricio ToyamaCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru.
Jacqueline Dueñas QuispePontificia Universidad Católica del Perú, Lima, Peru.
María Lazo PorrasCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru.
Janeth Tenorio MuchaCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru.
María Karina Fernandez UrteagaEstrategia No Transmisibles de la Dirección Regional de Salud Cajamarca, Cajamarca, Peru.
Jessica Hanae Zafra-TanakaCRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru jessica.zafratanaka@unige.ch.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionInsulin is fundamental for the management of diabetes. In Peru, limited training among healthcare professionals is an important barrier to insulin prescription and usage. Given the advantages of e-learning such as time flexibility, low cost and penetration, the Peruvian government launched an e-learning training on diabetes and insulin usage for healthcare professionals working in public facilities in December 2021. This study aims to assess the feasibility and acceptability of this initiative.

methodsWe conducted a mixed-methods study with a sequential explanatory design to assess feasibility and acceptability of the e-learning training. We included all enrolled participants regardless of whether they completed the course. First, quantitative data were collected through online surveys. Then, qualitative data were collected through in-depth interviews. The data were analysed separately, but the results were interpreted together to triangulate findings.

resultsThis course reached 536 healthcare professionals at the national level, from which 338 (63.1%) completed the course. 304 (56.7%) of the participants lived outside Lima, the capital of Peru, and 285 (53.2%) worked in a primary care facility. Participants manifested high satisfaction with the course content and its applicability. However, some barriers to participation were found. Chiefly, family burden, workload, poor internet connection and the lack of protected training hours.

conclusionThe study highlights the feasibility of using e-learning to train healthcare professionals, particularly in underserved areas, offering flexibility and broad access. Some barriers need to be considered for future interventions that prevent dropouts.

Indexed as

Diabetes MellitusEducation, DistanceHealth PersonnelInsulinAdultFeasibility StudiesFemaleHumansMaleMiddle AgedPeruQualitative ResearchSurveys and QuestionnairesInsulinDIABETES MELLITUSEducationHealth policyQuality improvement methodologies

Identifiers

PMID42686380
PMCPMC13548206

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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.