Evidence map›Paper›PMID 42664305›Full record

ArticleGlobal spine journal2026

Understanding the Research Needs and Educational Methods of Surgeons to Help Guide Future Spine Deformity Research: A Survey of AO Spine Members.

Marta M Morawska, Nicole Lewis, Justin S Smith, David W Polly, Saumyajit Basu, Eric Klineberg, So Kato, Sigurd Berven, Ferran Pellise, Yong Qiu and 7 more

Abstract read
In one paragraph

Article in Global spine journal, 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

17 authors.

Marta M MorawskaAO Innovation Translation Center, Network Clinical Research, AO Foundation, Davos, Switzerland.ORCID 0000-0003-1612-6786
Nicole LewisDepartment of Surgery and Spine Program, University of Toronto, Toronto, ON, Canada.
Justin S SmithDepartment of Neurological Surgery, University of Virginia, Charlottesville, VA, USA.
David W PollyDepartment of Orthopaedic Surgery, University of Minnesota, Minneapolis, MN, USA.
Saumyajit BasuKothari Medical Centre, Kolkata, India.ORCID 0000-0001-7979-8745
Eric KlinebergDepartment of Orthopedic Surgery, University of Texas Health Houston, Houston, TX, USA.
So KatoDepartment of Orthopaedic Surgery, The University of Tokyo, Tokyo, Japan.
Sigurd BervenDepartment of Neurosurgery and Orthopaedic Surgery, University of California, San Francisco, CA, USA.
Ferran PelliseHospital Universitari de la Vall d'Hebron, Barcelona, Spain.ORCID 0000-0002-0644-7757
Yong QiuSpine Surgery, Drum Tower Hospital of Nanjing University Medical School, Nanjing, China.ORCID 0000-0003-4202-6092
Ahmet AlanayDepartment of Orthopedics and Traumatology, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkiye.
Caglar YilgorKoc University Hospital, Istanbul, Turkiye.
Michael KellyUCSD and Rady Children's Hospital, San Diego, CA, USA.
Kenny KwanDivision of Spine Surgery, Department of Orthopaedics and Traumatology, University of Hong Kong, Hong Kong, Hong Kong.ORCID 0000-0002-4034-8525
Lawrence G LenkeDepartment of Orthopedic Surgery, The Spine Hospital, Columbia University Medical Center, New York, NY, USA.
Stephen J LewisDepartment of Surgery and Spine Program, University of Toronto, Toronto, ON, Canada.ORCID 0000-0002-9173-8443
AO Spine Knowledge Forum DeformityAO Innovation Translation Center, Network Clinical Research, AO Foundation, Davos, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Study DesignCross-sectional survey.ObjectiveOutcomes research has significantly shaped patient management in spine deformity care, while the dissemination of research remains a challenge. To guide future research directions, this study surveyed AO Spine members to identify the research needs, dissemination methods, and existing knowledge gaps.MethodsAn anonymous, English-language survey containing 40 questions explored knowledge gaps, research priorities, and knowledge translation practices. Distributed via email to AO Spine members globally, the questionnaire collected responses from March 20 to April 14, 2025.Results399 responses were received from mostly orthopedic surgeons, 28% from Asia Pacific, 27% from Europe and South Africa, 18% from Latin America, 16% from North America, and 11% from the Middle East and North Africa. Of the 279 respondents focused on deformity surgery, most utilized classification tools, clinical guidelines, and multicenter study findings for decision-making. However, over half were unaware of past Knowledge Forum Deformity resources, indicating a dissemination gap. Key sources of information were publications, conferences, and AO Spine courses. Major barriers to implementing new tools included workflow integration and administrative challenges. Top research priorities were the development of diagnostic and treatment guidelines (71%) and prediction algorithms (69%). Prominent knowledge gaps included proximal junctional kyphosis (PJK) (69%), spinal alignment guidelines (54%), and osteoporosis management (52%).ConclusionThe survey highlights PJK, spinal alignment, and osteoporosis as the leading knowledge gaps. Priorities for future research include developing guidelines and prediction tools. Improved dissemination strategies are needed to enhance clinical adoption and inform ongoing research and education initiatives.

Indexed as

knowledge disseminationknowledge gapsspine deformitysurveysurveys and questionnaires

Identifiers

PMID42664305
PMCPMC13525103

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.