Evidence map›Paper›PMID 37241022›Full record

ArticleJournal of personalized medicine2023

The Changing Environment in Postgraduate Education in Orthopedic Surgery and Neurosurgery and Its Impact on Technology-Driven Targeted Interventional and Surgical Pain Management: Perspectives from Europe, Latin America, Asia, and The United States.

Kai-Uwe Lewandrowski, John C Elfar, Zong-Ming Li, Benedikt W Burkhardt, Morgan P Lorio, Peter A Winkler, Joachim M Oertel, Albert E Telfeian, Álvaro Dowling, Roth A A Vargas and 16 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Journal of personalized medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07642271 (Effects of Sahrmann's Versus Janda Approach on Pain, Pelvic Tilt and Lumbar Lordosis in Lower Crossed Syndrome Patients), which is not on this map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
9.2field-weighted citation impact, top 1% 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.

NCT07642271 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Effects of Sahrmann's Versus Janda Approach on Pain, Pelvic Tilt and Lumbar Lordosis in Lower Crossed Syndrome Patients

TypeinterventionalSponsorRiphah International UniversityRan2026 to 2026Enrolled54ConditionsLower Cross SyndromeArmsSahrmann's approach, Jandas approach
3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 29 citations in OpenAlex.

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  6. EMYWAY Workplace-Based Entrustable Professional Activities Assessments in Otolaryngology Residency Training: A Nationwide Experience.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2025
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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

26 authors at 18 institutions in 7 countries.

Kai-Uwe LewandrowskiCenter For Advanced Spine Care of Southern Arizona, 4787 E Camp Lowell Drive, Tucson, AZ 85719, USA.ORCID 0000-0001-7842-2914
John C ElfarDepartment of Orthopaedic Surgery, College of Medicine-Tucson Campus, Health Sciences Innovation Building (HSIB), University of Arizona, 1501 N. Campbell Avenue, Tower 4, 8th Floor, Suite 8401, Tucson, AZ 85721, USA.
Zong-Ming LiDepartments of Orthopaedic Surgery and Biomedical Engineering, College of Medicine-Tucson Campus, Health Sciences Innovation Building (HSIB), University of Arizona, 1501 N. Campbell Avenue, Tower 4, 8th Floor, Suite 8401, Tucson, AZ 85721, USA.
Benedikt W BurkhardtWirbelsäulenzentrum/Spine Center-WSC, Hirslanden Klinik Zurich, Witellikerstrasse 40, 8032 Zurich, Switzerland.
Morgan P LorioAdvanced Orthopaedics, 499 E. Central Pkwy, Ste. 130, Altamonte Springs, FL 32701, USA.
Peter A WinklerDepartment of Neurosurgery, Charite Universitaetsmedizin Berlin, 13353 Berlin, Germany.
Joachim M OertelKlinik für Neurochirurgie, Universitätsdes Saarlandes, Kirrberger Straße 100, 66421 Homburg, Germany.
Albert E TelfeianDepartment of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI 02903, USA.
Álvaro DowlingOrthopaedic Surgery, University of São Paulo, Brazilian Spine Society (SBC), Ribeirão Preto 14071-550, Brazil.
Roth A A VargasDepartment of Neurosurgery, Foundation Hospital Centro Médico Campinas, Campinas 13083-210, Brazil.
Ricardo RaminaNeurological Institute of Curitiba, Curitiba 80230-030, Brazil.
Ivo AbrahamClinical Translational Sciences, University of Arizona, Roy P. Drachman Hall, Rm. B306H, Tucson, AZ 85721, USA.ORCID 0000-0002-5224-4977
Marjan AssefiDepartment of Biology, Nano-Biology, University of North Carolina, Greensboro, NC 27413, USA.
Huilin YangOrthopaedic Department, The First Affiliated Hospital of Soochow University, No. 899 Pinghai Road, Suzhou 215031, China.
Xifeng ZhangDepartment of Orthopaedics, First Medical Center, PLA General Hospital, Beijing 100853, China.
Jorge Felipe Ramírez LeónMinimally Invasive Spine Center Bogotá D.C. Colombia, Reina Sofía Clinic Bogotá D.C. Colombia, Department of Orthopaedics Fundación Universitaria Sanitas, Bogotá 0819, Colombia.
Rossano Kepler Alvim FiorelliDepartment of General and Specialized Surgery, Gaffrée e Guinle University Hospital, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro 20270-004, Brazil.
Mauricio G PereiraFaculty of Medecine, University of Brasilia, Federal District, Brasilia 70919-900, Brazil.
Paulo Sérgio Teixeira de CarvalhoPain and Spine Minimally Invasive Surgery Service at Gaffre e Guinle University Hospital, Rio de Janeiro 20270-004, Brazil.
Helton DefinoOrthopaedic Surgery, University of São Paulo, Brazilian Spine Society (SBC), Ribeirão Preto 14071-550, Brazil.ORCID 0000-0003-4274-0130
Jaime MoyanoLa Sociedad Iberolatinoamericana De Columna (SILACO), and the Spine Committee of the Ecuadorian Society of Orthopaedics and Traumatology (Comité de Columna de la Sociedad Ecuatoriana de Ortopedia y Traumatología), Quito 170521, Ecuador.
Kang Taek LimGood Doctor Teun Teun Spine Hospital, Anyang 14041, Republic of Korea.
Hyeun-Sung KimDepartment of Neurosurgery, Nanoori Hospital, Seoul 06048, Republic of Korea.ORCID 0000-0001-5361-5234
Nicola MontemurroDepartment of Neurosurgery, Azienda Ospedaliero Universitaria Pisana, University of Pisa, 56124 Pisa, Italy.ORCID 0000-0002-3686-8907
Anthony YeungDesert Institute for Spine Care, Phoenix, AZ 85020, USA.
Pietro NovellinoGuinle and State Institute of Diabetes and Endocrinology, Rio de Janeiro 20270-004, Brazil.
University of Arizona · USDesert Institute For Spine Care · USUniversidade de São Paulo · BRBrown University · USCentro de Tecnologia da Informação Renato Archer · BRCharité - Universitätsmedizin Berlin · DEChinese PLA General Hospital · CNFundación Universitaria Sanitas · COHospital Universitário Gaffrée e Guinle · BRInstituto de Neurologia de Curitiba · BRInstituto Estadual de Diabetes e Endocrinologia Luiz Capriglione · BRKlinik Hirslanden · CHSoochow University · CNUniversidade de Brasília · BRUniversidade Federal do Estado do Rio de Janeiro · BRUniversitätsklinikum des Saarlandes · DEUniversity of North Carolina at Greensboro · USUniversity of Pisa · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Personalized care models are dominating modern medicine. These models are rooted in teaching future physicians the skill set to keep up with innovation. In orthopedic surgery and neurosurgery, education is increasingly influenced by augmented reality, simulation, navigation, robotics, and in some cases, artificial intelligence. The postpandemic learning environment has also changed, emphasizing online learning and skill- and competency-based teaching models incorporating clinical and bench-top research. Attempts to improve work-life balance and minimize physician burnout have led to work-hour restrictions in postgraduate training programs. These restrictions have made it particularly challenging for orthopedic and neurosurgery residents to acquire the knowledge and skill set to meet the requirements for certification. The fast-paced flow of information and the rapid implementation of innovation require higher efficiencies in the modern postgraduate training environment. However, what is taught typically lags several years behind. Examples include minimally invasive tissue-sparing techniques through tubular small-bladed retractor systems, robotic and navigation, endoscopic, patient-specific implants made possible by advances in imaging technology and 3D printing, and regenerative strategies. Currently, the traditional roles of mentee and mentor are being redefined. The future orthopedic surgeons and neurosurgeons involved in personalized surgical pain management will need to be versed in several disciplines ranging from bioengineering, basic research, computer, social and health sciences, clinical study, trial design, public health policy development, and economic accountability. Solutions to the fast-paced innovation cycle in orthopedic surgery and neurosurgery include adaptive learning skills to seize opportunities for innovation with execution and implementation by facilitating translational research and clinical program development across traditional boundaries between clinical and nonclinical specialties. Preparing the future generation of surgeons to have the aptitude to keep up with the rapid technological advances is challenging for postgraduate residency programs and accreditation agencies. However, implementing clinical protocol change when the entrepreneur-investigator surgeon substantiates it with high-grade clinical evidence is at the heart of personalized surgical pain management.

Indexed as

artificial intelligenceaugmented realitynavigationneurosurgeryorthopedic surgerypostgraduate residence trainingroboticssimulationskill-based trainingtechnology advances

Identifiers

PMID37241022
PMCPMC10221956
OpenAlexW4377020624

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.