Evidence map›Paper›PMID 41125969›Full record

ArticleSpine deformity2026

What does the US public think of scoliosis: a comprehensive crowd-sourced study of perceptions about adult spinal deformity.

Iyan Younus, Patricia Lipson, Rafael Garcia de Oliveira, Takeshi Fujii, Aiyush Bansal, Rajiv K Sethi, Venu Nemani, Jean-Christophe Leveque, Philip K Louie

Abstract read
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In one paragraph

Article in Spine deformity, 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

9 authors.

Iyan YounusDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Patricia LipsonDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Rafael Garcia de OliveiraDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Takeshi FujiiDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Aiyush BansalDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Rajiv K SethiDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Venu NemaniDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Jean-Christophe LevequeDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA.
Philip K LouieDepartment of Neurosurgery, Medical Director of Research and Academics, Center for Neurosciences and Spine, Virginia Mason Franciscan Health, 1100 Ninth Ave., Seattle, WA, 98101, USA. Louie.philip@gmail.com.ORCID http://orcid.org/0000-0002-4787-1538

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe United States (US) adult population's baseline knowledge and perceptions of adult spinal deformity (ASD) are unknown. This study employs crowdsourcing to evaluate public perceptions regarding ASD.

methodsThis is a survey-based study comprising a representative sample. A multiple-choice survey was administered through the CloudResearch platform and participants were matched for age, sex, and other demographics to reflect the current US census.

results1000 participants were included with a mean age of 45.3 ± 16.1 years. Respondents ≥ 65 years old were significantly more likely to never have been screened for scoliosis compared to the 18-64 cohort (62% vs. 38%; p < 0.05). The majority of respondents (54%) correctly responded that X-ray is the typical diagnostic tool. Primary treatment modalities thought most useful by participants were physical therapy (80%) followed by spinal braces (66%). In terms of surgical treatment, 61% stated that fusion surgery was the typical treatment whereas 51% felt that motion-preserving surgery with disc replacement was a viable treatment option. Participants were most likely to identify orthopedic surgeons (81%) as most likely to treat ASD, followed by physical therapists (75%). The majority (80%) believed that surgery was effective treatment and only 4% believed that surgery was ineffective. Respondents ≥ 65 years old were significantly more likely to rely on primary-care referral (95% vs. 89%; p < 0.05) for selecting a surgeon and less likely to rely on health insurance, hospital name, and social media. The majority of respondents (73%) expected to return to baseline after surgery with only some minor limitations. Only 2% of respondents thought that the rate of any complication or likelihood of reoperation was ≥ 50%.

conclusionThis study is the first of its kind to utilize an online crowd-sourced survey to comprehensively investigate perceptions of ASD and demonstrates a trend toward significantly lower scoliosis screening rates in respondents > 65 years old. While awareness was relatively high in domains, such as symptoms, diagnosis, and treatment, common misconceptions persisted regarding disease pathophysiology, expected recovery, complications, and pain; areas where perceptions underestimated risks compared with published outcomes. These findings highlight important knowledge gaps that may influence care-seeking behavior, referral patterns, and expectation management, demonstrating the need for targeted educational initiatives.

Indexed as

Health Knowledge, Attitudes, PracticePublic OpinionScoliosisAdolescentAdultAgedCrowdsourcingFemaleHumansMaleMiddle AgedPerceptionSurveys and QuestionnairesUnited StatesYoung AdultCrowdsourcingPerceptionsScoliosisSpinal deformity

Identifiers

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.