Three subgroups of pain profiles identified in 227 women with arthritis: a latent class analysis

被引:22
作者
de Luca, Katie [1 ]
Parkinson, Lynne [2 ]
Downie, Aron [3 ,4 ]
Blyth, Fiona [5 ]
Byles, Julie [1 ]
机构
[1] Univ Newcastle, Res Ctr Gender Hlth & Ageing, Callaghan, NSW, Australia
[2] Cent Queensland Univ, Sch Human Hlth & Social Sci, Rockhampton, Qld, Australia
[3] Univ Sydney, George Inst Global Hlth, Sydney, NSW, Australia
[4] Macquarie Univ, Fac Sci & Engn, Sydney, NSW, Australia
[5] Univ Sydney, Concord Clin Sch, Sydney, NSW, Australia
关键词
Epidemiology; Latent class analysis; Osteoarthritis; Pain; Rheumatoid arthritis; LOW-BACK-PAIN; KNEE OSTEOARTHRITIS; PRIMARY-CARE; SYMPTOMS; MECHANISMS; PAINDETECT; QUESTIONNAIRE; VARIABLES; SEVERITY; OUTCOMES;
D O I
10.1007/s10067-016-3343-5
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The objectives were to identify subgroups of women with arthritis based upon the multi-dimensional nature of their pain experience and to compare health and socio-demographic variables between subgroups. A latent class analysis of 227 women with self-reported arthritis was used to identify clusters of women based upon the sensory, affective, and cognitive dimensions of the pain experience. Multivariate multinomial logistic regression analysis was used to determine the relationship between cluster membership and health and sociodemographic characteristics. A three-class cluster model was most parsimonious. 39.5 % of women had a unidimensional pain profile; 38.6 % of women had moderate multidimensional pain profile that included additional pain symptomatology such as sensory qualities and pain catastrophizing; and 21.9 % of women had severe multidimensional pain profile that included prominent pain symptomatology such as sensory and affective qualities of pain, pain catastrophizing, and neuropathic pain. Women with severe multidimensional pain profile have a 30.5 % higher risk of poorer quality of life and a 7.3 % higher risk of suffering depression, and women with moderate multidimensional pain profile have a 6.4 % higher risk of poorer quality of life when compared to women with unidimensional pain. This study identified three distinct subgroups of pain profiles in older women with arthritis. Women had very different experiences of pain, and cluster membership impacted significantly on health-related quality of life. These preliminary findings provide a stronger understanding of profiles of pain and may contribute to the development of tailored treatment options in arthritis.
引用
收藏
页码:625 / 634
页数:10
相关论文
共 45 条
[1]   Statistics notes - The cost of dichotomising continuous variables [J].
Altman, DG ;
Royston, P .
BRITISH MEDICAL JOURNAL, 2006, 332 (7549) :1080-1080
[2]   Latent Class Growth Modelling: A Tutorial [J].
Andruff, Heather ;
Carraro, Natasha ;
Thompson, Amanda ;
Gaudreau, Patrick ;
Louvet, Benoit .
TUTORIALS IN QUANTITATIVE METHODS FOR PSYCHOLOGY, 2009, 5 (01) :11-24
[3]   Sensitization in patients with painful knee osteoarthritis [J].
Arendt-Nielsen, Lars ;
Nie, Hongling ;
Laursen, Mogens B. ;
Laursen, Birgitte S. ;
Madeleine, Pascal ;
Simonsen, Ole H. ;
Graven-Nielsen, Thomas .
PAIN, 2010, 149 (03) :573-581
[4]   ESTIMATING THE ASSOCIATION BETWEEN LATENT CLASS MEMBERSHIP AND EXTERNAL VARIABLES USING BIAS-ADJUSTED THREE-STEP APPROACHES [J].
Bakk, Zsuzsa ;
Tekle, Fetene B. ;
Vermunt, Jeroen K. .
SOCIOLOGICAL METHODOLOGY 2013, VOL 43, 2013, 43 :272-311
[5]   An Introduction to Latent Variable Mixture Modeling (Part 1): Overview and Cross-Sectional Latent Class and Latent Profile Analyses [J].
Berlin, Kristoffer S. ;
Williams, Natalie A. ;
Parra, Gilbert R. .
JOURNAL OF PEDIATRIC PSYCHOLOGY, 2014, 39 (02) :174-187
[6]   Pain in arthritis [J].
Caporali, Roberto ;
Cavagna, Lorenzo ;
Montecucco, Carlomaurizio .
ACUTE AND CHRONIC PAIN: WHERE WE ARE AND WHERE WE HAVE TO GO, 2009, :123-127
[7]   COGNITIVE DIMENSIONS OF CHRONIC PAIN [J].
CICCONE, DS ;
GRZESIAK, RC .
SOCIAL SCIENCE & MEDICINE, 1984, 19 (12) :1339-1345
[8]   Neuropathic pain: mechanisms and their clinical implications [J].
Cohen, Steven P. ;
Mao, Jianren .
BMJ-BRITISH MEDICAL JOURNAL, 2014, 348
[9]   Psychological Profiles and Pain Characteristics of Older Adults With Knee Osteoarthritis [J].
Cruz-Almeida, Yenisel ;
King, Christopher D. ;
Goodin, Burel R. ;
Sibille, Kimberly T. ;
Glover, Toni L. ;
Riley, Joseph L. ;
Sotolongo, Adriana ;
Herbert, Matthew S. ;
Schmidt, Jessica ;
Fessler, Barri J. ;
Redden, David T. ;
Staud, Roland ;
Bradley, Laurence A. ;
Fillingim, Roger B. .
ARTHRITIS CARE & RESEARCH, 2013, 65 (11) :1786-1794
[10]   A study protocol for the profile of pain in older women: Assessing the multi dimensional nature of the experience of pain in arthritis [J].
de Luca K. ;
Parkinson L. ;
Byles J. .
Chiropractic & Manual Therapies, 22 (1)