Evidence map›Paper›PMID 41986589›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

Network-Based Asynchronous Research Training in Breast Imaging: A Multinational Pre-Post Evaluation for Cancer Education.

Adlin López-Díaz, Sergio Ramos-Avasola, Rosana Pirchio, Yulmaris Zambrano, Jorge Lázaro Delgado-Morales, Tania Mendoza, Arianna Ruiz Vosirrini

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In one paragraph

Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2026. 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
–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

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

7 authors.

Adlin López-DíazDepartment of Physical Sciences, Center of Excellence in Physics and Engineering in Health, Universidad de La Frontera, Temuco, Araucanía, Chile. adlin.lopez@ufrontera.cl.ORCID http://orcid.org/0000-0002-1020-8775
Sergio Ramos-AvasolaEscuela de Tecnología Médica, Facultad de Ciencias, Universidad San Sebastián, Sede Santiago, Chile.ORCID http://orcid.org/0000-0002-8221-9035
Rosana PirchioComisión Nacional de Energía Atómica (CNEA), Universidad Tecnológica Nacional (UTN), Buenos Aires, Argentina.ORCID http://orcid.org/0000-0002-4414-102X
Yulmaris ZambranoHospital Carlos Andrade Marín (HCAM), Universidad Nacional de Educación a Distancia (UNED), Quito, Ecuador.ORCID http://orcid.org/0000-0003-4153-7157
Jorge Lázaro Delgado-MoralesDepartment of Mathematics-Physics, Agrarian University of Havana, Havana, Cuba.ORCID http://orcid.org/0000-0002-0711-7899
Tania MendozaUniversidad de La Frontera, Temuco , Araucanía, Chile.ORCID http://orcid.org/0009-0001-2670-3463
Arianna Ruiz VosirriniSection of Medical Physics, Department of Medical Devices, Center for State Control of Medicines, Medical Devices and Equipment (CECMED), Havana, Cuba.ORCID http://orcid.org/0009-0000-2557-9061

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Strengthening research competencies in breast cancer imaging is a priority in Latin America and the Caribbean (LAC), where disparities in access and diagnostic quality persist. We evaluated an accredited, fully asynchronous course delivered through a multinational cancer-focused network to build practical research and scientific communication skills. We conducted a single-group before–after (quasi-experimental) evaluation using routinely collected program data from a free, institutionally accredited course (Latin American Association of Medical Physics, ALFIM). Outcomes were reach, short-term learning (matched pre/post knowledge scores), and participant-perceived quality. Paired changes were estimated with mean differences and 95% confidence intervals; effect size was summarized with Cohen’s dz. In total, 249 participants from 20 countries enrolled; 208 completed the pre-course assessment, 132 completed the post-course assessment, and 113 had matched records for paired analyses. Mean knowledge scores increased from 57.9% (SD 9.8) to 95.0% (SD 5.9), a mean gain of 37.1% points (95% CI 35.1–39.1; p < 0.001; dz = 3.40). Post-course reaction ratings were high (mean item score 4.62/5 among 110 respondents) with strong internal consistency (Cronbach’s alpha = 0.89). Open-ended feedback emphasized relevance to professional practice and requested additional guided examples and optional synchronous support. A network-based, fully asynchronous model achieved large short-term learning gains and high acceptability in a heterogeneous LAC audience. Future cycles should address attrition and evaluate longer-term transfer to research engagement and practice improvement.

Indexed as

Asynchronous learningBreast cancer educationLatin AmericaProgram evaluationResearch capacity

Identifiers

What OpenQuestion holds

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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 OpenQuestion graph.