Evidence map›Paper›PMID 40673662›Full record

ArticleFamily practice2025

Chronic disease clusters and health-related quality of life among individuals with musculoskeletal pain: a Northern Finland Birth Cohort 1966 study.

Eveliina Heikkala, Jaro Karppinen

Abstract read
In one paragraph

Article in Family practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

2 authors.

Eveliina HeikkalaResearch Unit of Health Sciences and Technology, University of Oulu, Oulu, Finland.ORCID 0000-0001-7156-491X
Jaro KarppinenResearch Unit of Health Sciences and Technology, University of Oulu, Oulu, Finland.

Funding

European Regional Development Fund 539/2010 A31592Oulu University Hospital 24301140University of Oulu 24000692
6 · The paper itself

Abstract

backgroundMusculoskeletal (MSK) pain is known to influence health-related quality of life (HRQoL), but the role of co-occurring chronic diseases in HRQoL in a MSK pain population has been less studied. This study aimed to evaluate (i) whether chronic disease clusters are related to HRQoL and (ii) whether these relationships differ in magnitude from those between the number of chronic diseases and HRQoL among people with MSK pain. MATERIAL AND

methodsThe Northern Finland Birth Cohort 1966 and its 46-year data collection point were used. The chronic disease clusters for individuals reporting any MSK pain within the past year were previously formulated using latent class analysis and consisted of: Psychiatric (co-existing mental health disorder, substance use disorder, and asthma), Metabolic (referring to the burden of metabolic diseases), and Relatively healthy. HRQoL was measured with a 15-dimension questionnaire. General linear regression model was used.

resultsAmong 4490 participants, both the Psychiatric and Metabolic clusters associated with clinically significantly reduced HRQoL, when contrasted with the Relatively healthy cluster, but the association was stronger for the Psychiatric cluster. Similarly, the adjusted mean difference in HRQoL was higher for the Psychiatric cluster than for the multimorbidity (two or more diseases) category when compared with the reference categories (Relatively healthy cluster and no chronic diseases, respectively).

conclusionsThe present findings imply the clinical relevance of the previously identified chronic disease clusters and suggest that pure counts of chronic diseases may not be enough to describe the role of chronic diseases in HRQoL in MSK pain.

Indexed as

Musculoskeletal PainQuality of LifeAdultBirth CohortChronic DiseaseCohort StudiesFemaleFinlandHumansMaleMiddle AgedSurveys and Questionnaireschronic disease clustershealth-related quality of lifelatent class analysismultimorbiditymusculoskeletal pain

Identifiers

PMID40673662
PMCPMC12268870

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.