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Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study.

Publication ,  Journal Article
Nim, C; Frederiksen, M; Aspinall, S; Downie, A; Funabashi, M; Harsted, S; Jenkins, H; McNaughton, D; Nyirö, L; Roseen, EJ; Young, JJ; Cook, C ...
Published in: Musculoskelet Sci Pract
February 2026

BACKGROUND: Reliable reporting and publication practices are essential for trustworthy evidence synthesis and clinical decision-making. OBJECTIVE: We aimed to identify latent classes of randomized controlled trials (RCTs) evaluating spinal manipulative therapy (SMT) based on trial reporting and publication practices, and to examine whether these classes influenced treatment effects. DESIGN: Meta-epidemiological study. METHOD: Trials were evaluated on whether they met criteria for trial reporting and publication practices across six domains. Latent class analysis was used to identify trial subgroups. Random-effects meta-regression models assessed whether class membership predicted pooled estimates of treatment effects for pain and disability. RESULTS: We included 239 RCTs and identified four classes: Dated (23 %), older trials (mostly pre-2010) with consistently low proportions of criteria met; Non-contributing (30 %), newer trials that inconsistently met the criteria, had small samples, and short follow-ups; SMT-focused (15 %), which reported SMT details and fidelity more consistently but otherwise resembled the Non-contributing class; and Pragmatic (33 %), consisting of larger trials, meeting most criteria, but often underreported SMT-specific and fidelity details. Reporting practices had larger impact on class membership than publication practices. Despite differences class membership was not associated with treatment effect estimates and explained minimal outcome variability (R2 ∼1 %). CONCLUSIONS: Although trial reporting and publication practices varied substantially across SMT trials, these differences were not associated with differences in treatment effects. The widespread failure to meet key criteria raises concerns about the interpretability and credibility of the SMT evidence base. To strengthen transparency and scientific value, future trials should adhere more rigorously to reporting guidelines.

Duke Scholars

Published In

Musculoskelet Sci Pract

DOI

EISSN

2468-7812

Publication Date

February 2026

Volume

81

Start / End Page

103480

Location

Netherlands

Related Subject Headings

  • Research Design
  • Randomized Controlled Trials as Topic
  • Manipulation, Spinal
  • Male
  • Humans
  • Epidemiologic Studies
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Nim, C., Frederiksen, M., Aspinall, S., Downie, A., Funabashi, M., Harsted, S., … Hartvigsen, J. (2026). Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study. Musculoskelet Sci Pract, 81, 103480. https://doi.org/10.1016/j.msksp.2025.103480
Nim, Casper, Michelle Frederiksen, Sasha Aspinall, Aron Downie, Martha Funabashi, Steen Harsted, Hazel Jenkins, et al. “Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study.Musculoskelet Sci Pract 81 (February 2026): 103480. https://doi.org/10.1016/j.msksp.2025.103480.
Nim C, Frederiksen M, Aspinall S, Downie A, Funabashi M, Harsted S, et al. Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study. Musculoskelet Sci Pract. 2026 Feb;81:103480.
Nim, Casper, et al. “Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study.Musculoskelet Sci Pract, vol. 81, Feb. 2026, p. 103480. Pubmed, doi:10.1016/j.msksp.2025.103480.
Nim C, Frederiksen M, Aspinall S, Downie A, Funabashi M, Harsted S, Jenkins H, McNaughton D, Nyirö L, Roseen EJ, Young JJ, Dennett L, Perle SM, Cook C, Juhl C, Hartvigsen J. Latent classes of trial reporting and publication practices in spinal manipulation research: a meta-epidemiological study. Musculoskelet Sci Pract. 2026 Feb;81:103480.
Journal cover image

Published In

Musculoskelet Sci Pract

DOI

EISSN

2468-7812

Publication Date

February 2026

Volume

81

Start / End Page

103480

Location

Netherlands

Related Subject Headings

  • Research Design
  • Randomized Controlled Trials as Topic
  • Manipulation, Spinal
  • Male
  • Humans
  • Epidemiologic Studies