Evidence map›Paper›PMID 41098646›Full record

ArticleThe Journal of the Canadian Chiropractic Association2025

Evaluation of chiropractic students' perspectives on back pain management following one of three clinical evidence-based educational training interventions: a cluster-randomized trial.

Katherine A Pohlman, Kent J Stuber, Zakary Monier, Robert Blake Graham, Ryan Muller, Kimberly Cerf, Patrick Boylan, Adam B Browning, Christopher A Malaya, Leon Tom and 2 more

Abstract read
In one paragraph

Article in The Journal of the Canadian Chiropractic Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

12 authors.

Katherine A PohlmanParker University, Dallas, TX.
Kent J StuberParker University, Dallas, TX.
Zakary MonierParker University, Dallas, TX.
Robert Blake GrahamPrivate Practice.
Ryan MullerVA Connecticut Healthcare System, West Haven, CT.
Kimberly CerfKatahdin Valley Health Center, Patten, ME.
Patrick BoylanLogan University, St. Louis, MO.
Adam B BrowningCleveland Clinic, Cleveland, OH.
Christopher A MalayaParker University, Dallas, TX.
Leon TomParker University, Dallas, TX.
Per J PalmgrenDepartment of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden.
Andreas EklundInstitute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To assess the effectiveness of educational interventions' impact on chiropractic students' attitudes toward patient-centered care and low back pain (LBP) using knowledge about pain science and stratified LBP management with the MAINTAIN instrument. Methods: From January-August 2022, students were cluster randomized into three groups (information-only, focused-lecture, workshop series) with the Health Care Providers' Pain and Impairment Relationship Scale (HC-PAIRS) and the Patient-Practitioner Orientation Scale (PPOS) measured at baseline, 4-months, and 8-months. Data were analyzed with descriptive statistics and repeated-measures ANOVA. Results: Of 264 students, response rates declined by 8-months (16.7-31.3%). No significant within- or between-group differences were found across timepoints. A small but statistically significant shift toward doctor-centered attitudes in the instrument-only group (p=0.024) was not clinically meaningful. Conclusions: Educational interventions did not significantly change student attitudes. Contributing factors may include focus on attitudinal change, limited research culture, implementation barriers, and student burnout.

Indexed as

attitudechiropracticlow back painmaintenance carestudents

Identifiers

PMID41098646
PMCPMC12520749

What OpenQuestion holds

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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.