ArticleBMC geriatrics2017
Distinctive subgroups derived by cluster analysis based on pain and psychological symptoms in Swedish older adults with chronic pain - a population study (PainS65+).
Article in BMC geriatrics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 44 citations in OpenAlex.
- Patterns of Pain in Middle-Aged and Older Adults in China: A Latent Class Analysis.Pain and therapy · 2025Article
- Statistical Validation of Unsupervised Clustering for Adolescent TMD: A Cross-Sectional Study.Oral diseases · 2025Article
- Identifying and characterizing clinical subgroups in individuals with endometriosis.Frontiers in pain research (Lausanne, Switzerland) · 2025Article
- Multidisciplinary strategies to treat painful mononeuropathies in the upper extremity: from lab to bedside.The Journal of hand surgery, European volume · 2024Review
- The Adaptive, Pain Sensitive, and Global Symptoms Clusters: Evidence from a Patient-Based Study.JDR clinical and translational research · 2024Article
- Unsupervised learning for prognostic validity in patients with chronic pain in transdisciplinary pain care.Scientific reports · 2023Article
- Self-reported physical function is strongly related to pain behavior and pain interference and weakly related to physical capacity in people with chronic low back pain.Musculoskeletal science & practice · 2023Article
- Psychosocial and psychophysical assessment in paediatric patients and young adults with chronic back pain: A cluster analysis.European journal of pain (London, England) · 2022Article
- Machine Learning-Based Analysis of Treatment Sequences Typology in Advanced Non-Small-Cell Lung Cancer Long-Term Survivors Treated With Nivolumab.JCO clinical cancer informatics · 2022Observational
- Composite psychosocial risk based on the fear avoidance model in patients undergoing anterior cruciate ligament reconstruction: Cluster-based analysis.Physical therapy in sport : official journal of the Association of Chartered Physiotherapists in Sports Medicine · 2021Article
- Cluster analysis of Canadian Armed Forces veterans living with chronic pain: Life After Service Studies 2016.Canadian journal of pain = Revue canadienne de la douleur · 2021Article
- Homelessness Is Socially Created: Cluster Analysis of Social Determinants of Homelessness (SODH) in North West England in 2020.International journal of environmental research and public health · 2021Article
- Association between Participation Activities, Pain Severity, and Psychological Distress in Old Age: A Population-Based Study of Swedish Older Adults.International journal of environmental research and public health · 2021Article
- Pain Catastrophizing in Older Adults with Chronic Pain: The Mediator Effect of Mood Using a Path Analysis Approach.Journal of clinical medicine · 2020Article
- Factors Associated with Life Satisfaction in Older Adults with Chronic Pain (PainS65+).Journal of pain research · 2020Article
- Maintenance of affective wellbeing following acute pain in healthy older and younger adults.Journal of behavioral medicine · 2019Article
- Nonmalignant Pain Symptom Subgroups in Nursing Home Residents.Journal of pain and symptom management · 2019Article
- Cluster analysis of psychiatric profile, its correlates, and using mental health services among the young people aged 15-34: findings from the first phase of Iranian youth cohort in Ravansar.Social psychiatry and psychiatric epidemiology · 2018Article
- Is excess weight a burden for older adults who suffer chronic pain?BMC geriatrics · 2018Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImproved knowledge based on clinical features of chronic pain in older adults would be valuable in terms of patient-orientated approaches and would provide support for health care systems in optimizing health care resources. This study identifies subgroups based on pain and psychological symptoms among Swedish older adults in the general population and compares derived subgroups with respect to socio-demographics, health aspects, and health care costs.
methodsThis cross-sectional study uses data collected from four registers and one survey. The total sample comprised 2415 individuals ≥65 years old. A two-step cluster analysis was performed. Data on pain intensity, number of pain sites, anxiety, depression, and pain catastrophizing were used as classification variables. Differences in socio-demographics, quality of life, general health, insomnia, and health care costs among the clusters were investigated. Association of the clusters with the above parameters was further evaluated using multinomial logistic regression.
resultsFour major clusters were identified: Subgroup 1 (n = 325; 15%) - moderate pain and high psychological symptoms; Subgroup 2 (n = 516; 22%) - high pain and moderate psychological symptoms; Subgroup 3 (n = 686; 30%) - low pain and moderate psychological symptoms; and Subgroup 4 (n = 767; 33%) - low pain and low psychological symptoms. Significant differences were found between the four clusters with regard to age, sex, educational level, family status, quality of life, general health, insomnia, and health care costs. The multinomial logistic regression analysis revealed that Subgroups 1 and 2, compared to Subgroup 4, were significantly associated with decreased quality of life, decreased general health, and increased insomnia. Subgroup 3, compared to Subgroup 4, was associated with decreased general health and increased insomnia. In addition, compared to Subgroup 4, Subgroups 1 and 2 were significantly associated with higher health care costs.
conclusionsTwo high risk clusters of older adults suffering from chronic pain; one mainly based on psychological symptoms and one mainly on pain intensity and pain spread, associated with decreased quality of life and health and increased health care costs were identified. Our findings indicate that subgroup-specific treatment will improve pain management and reduce health care costs.
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