🇺🇸 Approved for CEUs for PTs & PTAs in 43 states

A meta-model of low back pain to examine collective expert knowledge of the effects of treatments and their mechanisms

Review written by Dr Sandy Hilton info

Key Points

  1. Experts viewed low back pain (LBP) as a highly complex condition involving 142 factors and more than 1,100 interconnections, reinforcing the limitations of one-size-fits-all treatment approaches.
All key points available for members only
Start free trial Icon
Or log in here

BACKGROUND & OBJECTIVE

Low back pain (LBP) continues to be a leading cause of disability and decreased quality of life (QoL). There is no single treatment or intervention that eliminates LBP across all people suffering from back pain. There are small to moderate improvements in effective treatment options (1). Acknowledging the multiple domains involved and establishing multi-modal treatment models results in only slight improvement in outcome vs unimodal treatment (2). One of the difficulties in tailoring treatment to the individual is the high heterogeneity and complexity of LBP.

A 2019 paper examined collaborative modeling to address the heterogeneity and complexity as well as the multifactorial domains of LBP (3). This paper that has been reviewed has therefore built on the collaborative modeling approach to examine and aggregate clinical and research expert views on LBP treatment effectiveness and mechanisms.

“Fuzzy Cognitive Maps” (FCM) were described in a 2014 paper and are used here to provide a quantitative description of how experts conceptualize LBP (4). The overall goal of the paper is twofold, 1) aggregating individual FCMs into a single model and 2) use this model to simulate and compare treatment effectiveness and identify mechanistic pathways to inform future research on LBP management.

Low back pain continues to be a leading cause of disability and decreased quality of life.
bulb
It remains imperative to tailor the rehabilitation program to the priorities, beliefs, expectations, and goals of the individual.

METHODS

  • Individual FCMs were aggregated and described in a previous paper (3). 29 of 38 invited experts participated in a structured interview to construct an FCM. Participants listed all relevant factors (Components) involved in treating LBP and the relationships (Connections) between
Start free trial Icon
to unlock full access to this review and 1289 more
Or log in here
Trustpilot