Evidence map›Paper›PMID 38216905›Full record

Observational studyBMC musculoskeletal disorders2024

Identifying latent subgroups in the older population seeking primary health care for a new episode of back pain - findings from the BACE-N cohort.

Lise Kretz Grøndahl, Iben Axén, Silje Stensrud, Trynke Hoekstra, Ørjan Nesse Vigdal, Rikke Munk Killingmo, Kjersti Storheim, Margreth Grotle

Registry-linked trialOpen access · goldAbstract readObservational Study
In one paragraph

Observational study in BMC musculoskeletal disorders, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04261309 (BACk Pain in Elders in Norway), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.9field-weighted citation impact, top 28% of its field
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.

NCT04261309 completednot on this map

BACk Pain in Elders in Norway (BACE-N); A Prospective Cohort Study of Older People Visiting Primary Care With a New Episode of Back Pain

TypeobservationalSponsorOslo Metropolitan UniversityRan2017 to 2022Enrolled452ConditionsBack PainArmsUsual care
3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. Article
  3. Observational
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

8 authors at 5 institutions in 5 countries.

Lise Kretz GrøndahlDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway. lisekret@oslomet.no.
Iben AxénEt Liv i Bevegelse, the Norwegian Chiropractors' Research Foundation, Oslo, Norway.
Silje StensrudDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
Trynke HoekstraDepartment of Health Sciences, Faculty of Science, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Ørjan Nesse VigdalDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
Rikke Munk KillingmoDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
Kjersti StorheimDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
Margreth GrotleDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
OsloMet – Oslo Metropolitan University · NOInnovation Norway (Norway) · NONorwegian Veterinary Institute · NOUniversidad Metropolitana · PRVrije Universiteit Amsterdam · NL

Funding

Norwegian Fund for Post-Graduate Training in Physiotherapy 90749
6 · The paper itself

Abstract

backgroundBack pain is the number one condition contributing to years lived with disability worldwide, and one of the most common reasons for seeking primary care. Research on this condition in the ageing population is sparse. Further, the heterogeneity of patients with back pain complicates the management in clinical care. It is possible that subgrouping people with similar characteristics would improve management. This paper aimed to identify latent classes based on demographics, pain characteristics, psychosocial behavior, and beliefs and attitudes about back pain, among older patients seeking primary care with a new episode of back pain, and to examine if there were differences regarding the classes' first point-of-contact.

methodsThe study was part of the international BACE (Back complaints in elders) consortium and included 435 patients aged ≥ 55 years seeking primary care (general practitioners, physiotherapists, and chiropractors) in Norway from April 2015 to March 2020. A latent class analysis was performed to identify latent classes. The classes were described in terms of baseline characteristics and first point-of-contact in primary care.

resultsFour latent classes were identified. The mean age was similar across groups, as were high expectations towards improvement. Class 1 (n = 169, 39%), the "positive" class, had more positive attitudes and beliefs, less pain catastrophizing and shorter duration of current pain episode. Class 2 (n = 31, 7%), the "fearful" class, exhibited the most fear avoidance behavior, and had higher mean pain intensity. Class 3 (n = 33, 8%), the "distressed" class, had the highest scores on depression, disability, and catastrophizing. Finally, class 4 (n = 202, 46%), the "hopeful" class, showed the highest expectations for recovery, although having high pain intensity. The identified four classes showed high internal homogeneity, sufficient between-group heterogeneity and were considered clinically meaningful. The distribution of first point-of-contact was similar across classes, except for the positive class where significantly more patients visited chiropractors compared to general practitioners and physiotherapists.

conclusionsThe identified classes may contribute to targeting clinical management of these patients. Longitudinal research on these latent classes is needed to explore whether the latent classes have prognostic value. Validation studies are needed to evaluate external validity.

trial registrationClinicaltrials.gov NCT04261309.

Indexed as

Low Back PainPersons with DisabilitiesAgedFearHumansMiddle AgedPrimary Health CarePrognosisBack painLatent classOlder adult

Identifiers

PMID38216905
PMCPMC10787445
OpenAlexW4390840488

What OpenQuestion holds

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Registered trials

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.