Evidence map›Paper›PMID 40084151›Full record

ArticleContemporary clinical trials communications2025

Intervention delivery complexity and adaptations for implementation of non-pharmacologic pain interventions.

Lindsay A Ballengee, Maggie E Horn, Trevor A Lentz, Devon Check, Leah L Zullig, Steven Z George

Abstract read
In one paragraph

Article in Contemporary clinical trials communications, 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

6 authors.

Lindsay A BallengeeDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.
Maggie E HornDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.
Trevor A LentzDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.
Devon CheckDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.
Leah L ZulligDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.
Steven Z GeorgeDuke University School of Medicine, Department of Population Health Sciences, 215 Morris Street, Durham, NC, 27701, USA.

Funding

NIH Health Care Systems Research Collaboratory-Coordinating Center (U24)U24AT009676 · NCCIH · DUKE UNIVERSITY · PI LESLEY H CURTIS, Adrian Hernandez · 2017 to 2026
$21.5M
Pain Management Collaboratory Coordinating Center (PMC3)U24AT009769 · NCCIH · YALE UNIVERSITY · PI WILLIAM C BECKER, Alicia Heapy · 2017 to 2026
$16.4M
NCCIH NIH HHS U24 AT009676NCCIH NIH HHS U24 AT009769
6 · The paper itself

Abstract

Background: Delivering evidence-based interventions remains challenging, particularly for complex conditions like chronic musculoskeletal pain. Non-pharmacologic treatments are recommended for many pain conditions, but implementing these can be difficult due to their complexity and resource demands. Pragmatic trials, especially embedded designs, provide a method to see how interventions are being implemented and adapted in real-world settings throughout the trial process. This study explored how intervention delivery complexity and adaptations differ between non-pharmacologic pain trials and non-pain trials to provide guidance on future treatment delivery and implementation. Methods: From July to October 2023, an online survey was distributed to members of three NIH Trial Collaboratories to assess intervention delivery complexity and adaptations during their pragmatic trials. Participants rated their trial's intervention delivery complexity using a 7-item tool and reported any adaptations to intervention delivery throughout the trial process. Data analysis compared complexity and adaptations between the two trial types to explore differences and relationships between intervention delivery complexity and adaptations. Results: We analyzed 12 pain and 12 non-pain trials and found that intervention delivery complexity was not discernibly different between the two trial types, however, pain trials did have a slightly higher average intervention delivery complexity, overall. Pain trials also had more adaptations in the workflow domain compared to non-pain trials, while adaptations across other domains were similar between the two types. Workflow emerged as the most challenging domain for adaptation among all trials. Conclusion: Intervention delivery complexity may be higher for pragmatic trials that are investigating non-pharmacologic pain interventions versus non-pain trials, but only in very specific areas.

Indexed as

AdaptationsImplementation scienceIntervention deliveryNon-pharmacologic pain treatmentsPragmatic trials

Identifiers

PMID40084151
PMCPMC11904556

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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.