Evidence map›Paper›PMID 41582107›Full record

ArticleNeurosurgical review2026

The hidden crisis: a multinational analysis of neurosurgical residency training in Latin America.

Carlos Castillo-Rangel, Gervith Reyes Soto, Rodolfo Guerrero Pérez, Cesar Luiz Bertonha, Álvaro Campero, Ramiro Lopez-Elizalde, Luis Manuel Bernal Mendoza, Gabriel Herrera-Armendáriz, Griselda Collado-Arce, Bayron Alexander Sandoval-Bonilla and 17 more

Abstract readMulticenter Study
In one paragraph

Article in Neurosurgical review, 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

27 authors.

Carlos Castillo-RangelDepartment of Neurosurgery, "Hospital Regional 1◦ de Octubre", Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Mexico City, Mexico.
Gervith Reyes SotoDepartment of Head and Neck, Unidad de Neurociencias, Instituto Nacional de Cancerología, INCAN, Universidad Nacional Autónoma de Mexico (UNAM), Mexico City, Mexico.
Rodolfo Guerrero PérezDepartment of Spine Surgery, Hospital San José de Celaya, Guanajuato, Mexico.
Cesar Luiz BertonhaDepartment of Spine Surgery, Hospital Santa Tereza, Campinas, Brazil.
Álvaro CamperoDepartment of Neurosurgery, Hospital Padilla, San Miguel de Tucumán, Tucumán, Argentina.
Ramiro Lopez-ElizaldeDepartment of Neurosurgery, Hospital Civil de Guadalajara, Universidad de Guadalajara (UdeG), Guadalajara, Mexico.
Luis Manuel Bernal MendozaDepartment of Neurosurgery, Hospital Regional de Puebla, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (ISSSTE), Puebla, Mexico.
Gabriel Herrera-ArmendárizDepartment of Neurosurgery, Hospital General "La Raza", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico.
Griselda Collado-ArceDepartment of Neurosurgery, Hospital de Especialidades, Instituto Mexicano del Seguro Social Centro Médico Nacional Siglo XXI, Ciudad de Mexico, Mexico.
Bayron Alexander Sandoval-BonillaDepartment of Neurosurgery, National University of Mexico, Hospital General, Durango, Mexico.
Eduardo Diaz JuárezDepartment of Neurosurgery, Hospital General "La Raza", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico.
Jaime Ordoñez GranjaDepartment of Neurosurgery, "Hospital Regional 1◦ de Octubre", Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Mexico City, Mexico.
Harvey Misael Aguilar MoraDepartment of Neurosurgery, Hospital Juárez de México, Universidad Nacional Autónoma de Mexico (UNAM), Mexico City, Mexico.
Andreina Rosario RosarioMedical student, Autonomous University of Santo Domingo (UASD), Santo Domingo, Dominican Republic.
Ismael Antonio Peralta BaezDepartment of Neurosurgery, Dr. Alejandro Cabral Hospital, San Juan de la Maguana, Dominican Republic.
Renat NurmukhametovDepartment of Human Anatomy and Histology, Institute of Clinical Medicine Named After N.V. Sklifosovskiy, Moscow, Russia.
Vladimir NikolenkoDepartment of Neurosurgery, RUDN university, Moscow, Russia.
Danil NurmukhametovDepartment of Human Anatomy and Histology, Institute of Clinical Medicine Named After N.V. Sklifosovskiy, Moscow, Russia.
Jose Joaquin PuelloCentro Cardio-Neuro-Oftalmológico y Trasplante | CECANOT, Santo Domingo, Dominican Republic.
Manuel Angeles CastellanosAnatomy, Faculty of Medicine, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico.
Tshiunza Mpoyi ChérubinClinique Ngaliema, Kinshasa, Democratic Republic of the Congo.
Jeff NtalajaClinique Ngaliema, Kinshasa, Democratic Republic of the Congo.
Abuzer GüngörDepartment of Neurosurgery, Istinye University School of Medicine, Istanbul, Turkey.
Daniel Alejandro Vega MorenoDepartment of Neurosurgery, Centro Médico ISSEMyM, Toluca, Mexico.
Alexey Nikolaevich ShkaruboNational Institute of Scientific Research (INICN), N. Burdenko Ministry Of Health Of Russia, Moscow, Russia.
Nicola MontemurroDepartment of Neurosurgery, Azienda Ospedaliero Universitaria Pisana (AOUP), Pisa, Italy. nicola.montemurro@unipi.it.ORCID http://orcid.org/0000-0002-3686-8907
Manuel De Jesus Encarnacion RamirezDepartment of Human Anatomy and Histology, Institute of Clinical Medicine Named After N.V. Sklifosovskiy, Moscow, Russia. dr.encarnacionramirez@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neurosurgery residency in Latin America is a rigorous and demanding process, often characterized by prolonged working hours, variable access to academic resources and inconsistent institutional support. While global discussions on resident well-being, workload regulation and burnout prevention are advancing, there remains limited multicenter, region-specific data on these issues in Latin America. This study aimed to evaluate the training conditions, mental health, mentorship availability and access to educational resources among neurosurgery residents across the region. Multinational cross-sectional survey conducted July 3rd - August 8th 2025 among neurosurgery residents in Latin America. The survey was disseminated through institutional mailing lists, professional networks, WhatsApp groups, Telegram channels and direct outreach. Inclusion criteria were active enrollment in an accredited neurosurgery residency program within Latin America; exclusion criteria included neurosurgery residents from Latin America training outside the region. The questionnaire covered demographics, workload, academic opportunities, mentorship, technological access, mental health and perceptions of institutional support. Data were analyzed descriptively, with subgroup comparisons where relevant. A total of 511 neurosurgery residents from 20 Latin American countries completed the survey. Most residents assisted in 1-5 cases weekly (60.3%), but 42.7% performed at least one surgery per week as lead surgeon and 29.4% did so two to three times per week. 46.0% of them reported working over 80 h weekly and 12.1% exceeded 100 h. Self-reported burnout markers were widespread: emotional exhaustion (66.3%), sleep disturbance (71.0%) and loss of empathy (58.3%). Training in core procedures was universal for trauma craniotomy (98.2%) and spine surgery (94.1%), however subspecialty exposure was more restricted. Only 11.5% had regular access to cadaver labs or microsurgical simulation and digital/AR/AI-based surgical platform training was virtually absent with 79.6% reporting no exposure. Only 8.2% of residents were in programs where research was mandatory and 40.1% reported having no institutional support for research. This multicenter survey provides one of the most comprehensive insights to date into the working conditions, mental health, academic engagement and institutional support experienced by neurosurgery residents in Latin America. The findings depict a training environment characterized by excessive workloads, variable access to resources and limited structured mentorship, set against a backdrop where burnout and emotional distress are often normalized.

Indexed as

Internship and ResidencyNeurosurgeryBurnout, ProfessionalCross-Sectional StudiesFemaleHumansLatin AmericaMaleMentorsSurveys and QuestionnairesWorkloadNeurosurgeryResidencySurgical practiceTraining

Identifiers

PMID41582107
PMCPMC12832590

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.