Evidence map›Paper›PMID 33745554›Full record

ArticleApplied nursing research : ANR2021

Investigating key predictors of persistent low back pain: A focus on psychological stress.

Katherine M Bernier Carney, Jessica W Guite, Erin E Young, Angela R Starkweather

Open access · greenAbstract read
In one paragraph

Article in Applied nursing research : ANR, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 2 pooled it
0.6field-weighted citation impact, top 31% 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.

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

7 citing papers in PubMed, 2 syntheses or guidelines pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. The clinical course of acute, subacute and persistent low back pain: a systematic review and meta-analysis.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2024
    Pooled it
  3. Trial
  4. Intervertebral disc degeneration.Nature reviews. Disease primers · 2026
    Review
  5. Article
  6. Article
  7. 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

4 authors at 1 institution in 1 country.

Katherine M Bernier CarneySchool of Nursing, University of Connecticut, 231 Glenbrook Road, Unit 4026, Storrs, CT 06269-4026, United States of America. Electronic address: katherine.carney@utah.edu.
Jessica W GuiteCenter for Advancement in Managing Pain, School of Nursing, University of Connecticut, 231 Glenbrook Road, Unit 4026, Storrs, CT 06269-4026, United States of America.
Erin E YoungSchool of Nursing, University of Connecticut, 231 Glenbrook Road, Unit 4026, Storrs, CT 06269-4026, United States of America.
Angela R StarkweatherSchool of Nursing, University of Connecticut, 231 Glenbrook Road, Unit 4026, Storrs, CT 06269-4026, United States of America; Center for Advancement in Managing Pain, School of Nursing, University of Connecticut, 231 Glenbrook Road, Unit 4026, Storrs, CT 06269-4026, United States of America.
University of Connecticut · US

Funding

Interdisciplinary Training in Cancer, Caregiving and End-of-Life CareT32NR013456 · NINR · UNIVERSITY OF UTAH · PI ELLINGTON, LEE A, MOONEY, KATHLEEN H · 2013 to 2022
$3.4M
Pain Sensitivity in Low Back PainR01NR013932 · NINR · VIRGINIA COMMONWEALTH UNIVERSITY · PI STARKWEATHER, ANGELA RENEE · 2013 to 2015
$1.3M
NINR NIH HHS R01 NR013932NINR NIH HHS T32 NR013456
6 · The paper itself

Abstract

aimTo investigate the degree to which psychological stress, self-reported pain scores, and pain sensitivity during an acute state of low back pain (LBP) predict the development of persistent LBP trajectories.

backgroundIdentifying which factors influence LBP trajectories is critical to understand why some individuals experience persistent LBP and to illuminate areas for nursing intervention.

methodsA secondary data analysis of a prospective study examining trajectories of LBP was conducted. The sample was comprised of 217 adults with acute-onset LBP recruited from the community and followed over 24 weeks. Variables of interest included demographic data, perceived stress scores, self-reported pain scores, and somatosensory characteristics collected within the first 4 weeks of LBP onset. The data were analyzed using non-parametric bivariate comparisons and a semi-parametric Cox proportional hazards model with interval-censoring.

resultsIndividuals with higher psychological stress scores were less likely to experience pain resolution (Hazard ratio [HR] = 0.555, 95% confidence interval [CI] = 0.36-0.85, p = 0.02). After adjustment for covariates in the final model, the analysis revealed household income (HR = 2.79, 95% CI [1.63-4.67], p < 0.001) to be the dominant predictor of LBP persistence in this sample.

conclusionHeightened psychological stress and pain severity as well as decreased pressure pain thresholds were indicated as influential factors of LBP trajectories. Household income was identified as the dominant predictor, demonstrating that individuals with a higher household income were more likely to resolve their pain. Strategies which integrate assessment of stress, self-reported pain scores, pain sensitivity, and social determinants for patients experiencing pain are needed to advance nursing care.

Indexed as

Acute PainLow Back PainAdultHumansPain MeasurementProspective StudiesStress, PsychologicalChronic painLow back painPsychological stressSocial determinants of health

Identifiers

PMID33745554
PMCPMC8132482
OpenAlexW3132469249

What OpenQuestion holds

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Registered trials

None linked

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.