Evidence map›Paper›PMID 41929355›Full record

ArticleJournal of contemporary chiropractic2026

MOTIVATIONS, TRAINING OUTCOMES, AND CLINICAL PRACTICE CHARACTERISTICS OF NORTH AMERICAN CHIROPRACTORS: A CROSS-SECTIONAL SURVEY.

Gannon Brochin, Marc T Edwards

Abstract read
In one paragraph

Article in Journal of contemporary chiropractic, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

2 authors.

Gannon BrochinDepartment of Physical Medicine and Rehabilitation, The University of North Carolina at Chapel Hill, Chapel Hill, NC.
Marc T EdwardsDepartment of Physical Medicine and Rehabilitation, The University of North Carolina at Chapel Hill, Chapel Hill, NC.

Funding

UNC Research Fellowship in Complementary and Alternative MedicineT32AT003378 · NCCIH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Keturah Ruth Faurot, Susan Gaylord · 2007 to 2026
$7.8M
NCCIH NIH HHS T32 AT003378
6 · The paper itself

Abstract

Objective: To describe chiropractors' motivations for training, perceived training outcomes, and current practice characteristics in a North American respondent sample, and to explore associations with practice orientation and selected clinical behaviors. Methods: Cross-sectional, web-based survey of licensed and retired chiropractors in the U.S. and Canada recruited via professional organizations. The instrument included 7-point end-anchored items on motivations, training outcomes, and practice characteristics. Practice orientation subgroups were defined a priori based on subluxation definitions ("Do not use," "Biomechanical/modern," "Vitalistic"). Nonparametric analyses included Kruskal-Wallis with Dwass-Steel-Critchlow-Flinger (DSCF) pairwise post hoc testing, Spearman's ρ, and Wilcoxon signed-rank tests. Results: Of 330 responses, 303 completed at least one outcome block and were included in analysis. Motivations were predominantly prosocial and meaning-oriented with low endorsement of status or extrinsic motives. Training outcomes were strongest for clinical reasoning, communication, and lifestyle counseling. Practice characteristics included high autonomy, adequate visit time, and reliance on history and physical examination over routine testing. Practice orientation tracked behavior: higher manipulation frequency among "Vitalistic" respondents and lower new-patient x-ray use among "Do not use" and "Biomechanical" respondents (ρ=0.25 and -0.31, respectively; both p<0.001), with lower education satisfaction among more biomedically aligned respondents (ρ=-0.27, p<0.001). Current health did not differ from pre-training health (p=0.84) but was associated with current stress levels (p<0.001). Conclusion: Our chiropractor sample's purpose-driven motivation profile aligns with reported strengths in reasoning, counseling, and communication within time-rich, autonomous practice settings. Pairing meaning-centered recruitment and curricula with rigorous evidence-based practice and communication training provides actionable inputs for recruitment messaging, curricular emphasis, professional development, and imaging stewardship initiatives. Findings are limited by nonprobability sampling, self-report, and cross-sectional design. Probability and longitudinal studies are warranted.

Indexed as

ChiropracticMotivationPractice PattermsSurvey Research

Identifiers

PMID41929355
PMCPMC13042993

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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.