Evidence map›Paper›PMID 42294377›Full record

ReviewJournal of spine surgery (Hong Kong)2026

High rates of spin bias in systematic reviews regarding anterior cervical discectomy and fusion

Daniel Rusu, Jadesola Olurin, Aidan Lindgren, Niels Mohty, Henry Avetisian, Marc A Abdou, Jeffrey C Wang, Raymond J Hah, Ram K Alluri

Abstract readReview
In one paragraph

Review in Journal of spine surgery (Hong Kong), 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.

Daniel RusuDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.ORCID https://orcid.org/0009-0005-5916-0484
Jadesola OlurinDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Aidan LindgrenDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Niels MohtyDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Henry AvetisianDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Marc A AbdouDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Jeffrey C WangDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Raymond J HahDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.
Ram K AlluriDepartment of Orthopaedic Surgery, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Surgical management for cervical degenerative disc disease includes anterior cervical discectomy and fusion (ACDF-the gold standard) and posterior cervical foraminotomy (PCF); however, current literature remains conflicted over the superiority of one procedure. Systematic reviews allow for comprehensive synthesis of literature but are susceptible to spin bias that may skew results and affect clinical decision making. This study aimed to evaluate the presence and number of spin bias in systematic reviews and meta-analyses comparing ACDF and PCF. To evaluate the prevalence, type, and predictors of spin bias in systematic reviews and meta-analyses comparing anterior cervical discectomy and fusion (ACDF) and PCF. Methods: A systematic search was conducted on PubMed, Web of Science, Embase, and Scopus for systematic reviews and meta-analyses comparing ACDF and PCF in June 2025. Articles were included if they were systematic reviews with or without meta-analysis, discussed treatment with surgical intervention, compared outcomes between ACDF and PCF, were available in English, and had the full text available. Any articles that did not follow these criteria were excluded. Included articles were assessed for the 9 most severe types of spin bias established by Yavchitz Results: Spin bias was found in 11 of 12 (92%) included articles, with number of different types of bias ranging from 0 to 2. Type 9 was the most common type of spin in 5 of 12 (42%) articles. Type 5 spin was found in 4 (33%) articles, Type 3 in 3 (25%) articles, Type 1 in 2 (16%) articles, and Types 2 and 4 in 1 (8%) article each. AMSTAR-2 quality assessments rated 7 of 12 (58%) articles as "critically low", and 5 of 12 (42%) as "low"; none received a "high" quality rating. Conclusions: Spin bias is highly prevalent (92%) in systematic reviews and meta-analyses comparing ACDF and PCF, with a maximum of 2 types of spin per article. All studies received either "critically low" or "low" quality ratings according to AMSTAR-2 criteria. Notably, all studies rated as "critically low" quality had at least 1 type of spin bias. Efforts and strategies to mitigate spin bias in orthopaedic literature are imperative to collectively enhance published literature.

Indexed as

Anterior cervical discectomy and fusion (ACDF)posterior cervical foraminotomy (PCF)spin biassystematic review

Identifiers

PMID42294377
PMCPMC13263558

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Registered trials

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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.