Multimorbidity patterns and the relation to self-rated health among older Japanese people: a nationwide cross-sectional study

被引:12
|
作者
Honda, Yuki [1 ,2 ]
Nakamura, Mieko [1 ]
Aoki, Takuya [3 ]
Ojima, Toshiyuki [1 ]
机构
[1] Hamamatsu Univ Sch Med, Dept Community Hlth & Prevent Med, Hamamatsu, Shizuoka, Japan
[2] Seirei Hamamatsu Gen Hosp, Dept Gen Internal Med, Hamamatsu, Shizuoka, Japan
[3] Jikei Univ, Sch Med, Res Ctr Med Sci, Div Clin Epidemiol,Minato Ku, Tokyo, Japan
来源
BMJ OPEN | 2022年 / 12卷 / 09期
关键词
EPIDEMIOLOGY; GENERAL MEDICINE (see Internal Medicine); GERIATRIC MEDICINE; PRIMARY CARE; DEPRESSIVE SYMPTOMS; ANEMIA; ADULTS; EPIDEMIOLOGY; PERFORMANCE; PREDICTION; DISORDERS; ANXIETY; COHORT; IMPACT;
D O I
10.1136/bmjopen-2022-063729
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives Classifying individuals into multimorbidity patterns can be useful to identify the target population with poorer clinical outcomes. Self-rated health (SRH) is one of the core outcomes in multimorbidity patients. Although studies have reported that multimorbidity is associated with poor SRH, whether certain patterns have stronger associations remains unknown. Therefore, this study aimed to identify the prevalence and patterns of multimorbidity and investigate the association between multimorbidity patterns and SRH in an older Japanese population. Design Cross-sectional study. Setting Data were obtained from the 2013 Comprehensive Survey of Living Conditions, a nationally representative survey of the general Japanese population. Participants This study mainly examined 23 730 participants aged >= 65 years who were not hospitalised or institutionalised. Primary outcome measure Poor SRH was defined as choosing 'not very good' or 'bad' from five options: 'excellent', 'fairly good', 'average', 'not very good' and 'bad'. Results The prevalence of multimorbidity was 40.9% and that of poor SRH was 23.8%. Three multimorbidity patterns were identified by exploratory factor analysis: (1) degenerative/mental health, (3) malignant/digestive/urological/haematological and (3) cardiovascular/metabolic. Multivariable modified Poisson regression analysis revealed that high malignant/digestive/urological/haematological, degenerative/mental health and cardiovascular/metabolic pattern scores, corresponding to the number of affected body systems in each pattern, were significantly associated with poor SRH (adjusted risk ratio (aRR)=1.68, 95% CI: 1.60 to 1.76; aRR=1.63, 95% CI: 1.58 to 1.69; and aRR=1.31, 95% CI: 1.26 to 1.36, respectively). When including the Kessler 6 score, a screening scale for psychological distress, in the analysis, the association between each multimorbidity pattern score and poor SRH decreased. Conclusions Malignant/digestive/urological/haematological and degenerative/mental health patterns may be associated with a high risk for poor SRH. Further research should focus on interventions to improve SRH in multimorbidity patients.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Differences in Self-rated Health by Employment Contract and Household Structure among Japanese Employees: A Nationwide Cross-sectional Study
    Kachi, Yuko
    Inoue, Mariko
    Nishikitani, Mariko
    Yano, Eiji
    JOURNAL OF OCCUPATIONAL HEALTH, 2014, 56 (05) : 339 - 346
  • [2] Factors associated with self-rated oral health among community-dwelling older Japanese: A cross-sectional study
    Ohara, Yuki
    Hirano, Hirohiko
    Watanabe, Yutaka
    Obuchi, Shuichi
    Yoshida, Hideyo
    Fujiwara, Yoshinori
    Ihara, Kazushige
    Kawai, Hisashi
    Mataki, Shiro
    GERIATRICS & GERONTOLOGY INTERNATIONAL, 2015, 15 (06) : 755 - 761
  • [3] Self-rated health among people living with HIV in Spain in 2019: a cross-sectional study
    Marta Ruiz-Algueró
    Victoria Hernando
    Henar Marcos
    Gonzalo Gutiérrez
    Maria Jesus Pérez-Elías
    Juan Carlos López-Bernaldo de Quirós
    Federico Pulido
    Miguel Górgolas
    Jesus Sanz
    Ines Suarez-García
    Maria Teresa Fernandez
    Juan Emilio Losa
    Jose Luis Pérez
    Maria Oliva Ladrero
    Miguel Ángel Prieto
    Gustavo González
    Ana Izquierdo
    Luis Javier Viloria
    Irene López
    Eva Martínez
    Daniel Castrillejo
    Rosa Aranguren
    Maria Antonia Belmonte
    I V Aranda-García
    Antonio Arraiza
    Asuncion Diaz
    BMC Infectious Diseases, 21
  • [4] Self-rated health among people living with HIV in Spain in 2019: a cross-sectional study
    Ruiz-Alguero, Marta
    Hernando, Victoria
    Marcos, Henar
    Gutierrez, Gonzalo
    Jesus Perez-Elias, Maria
    Lopez-Bernaldo de Quiros, Juan Carlos
    Pulido, Federico
    Gorgolas, Miguel
    Sanz, Jesus
    Suarez-Garcia, Ines
    Teresa Fernandez, Maria
    Emilio Losa, Juan
    Luis Perez, Jose
    Oliva Ladrero, Maria
    Angel Prieto, Miguel
    Gonzalez, Gustavo
    Izquierdo, Ana
    Javier Viloria, Luis
    Lopez, Irene
    Martinez, Eva
    Castrillejo, Daniel
    Aranguren, Rosa
    Antonia Belmonte, Maria
    Aranda-Garcia, I. V.
    Arraiza, Antonio
    Diaz, Asuncion
    BMC INFECTIOUS DISEASES, 2021, 21 (01)
  • [5] Social Capital and Self-Rated Health: A Cross-Sectional Study among Rural Japanese Working Residents
    Kuurdor, Elijah Deku-Mwin
    Tanaka, Hirokazu
    Kitajima, Takumi
    Amexo, Jennifer Xolali
    Sokejima, Shigeru
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (21)
  • [6] A cross-sectional study of self-rated health among older adults: a comparison of China and the United States
    Xu, Dongjuan
    Arling, Greg
    Wang, Kefang
    BMJ OPEN, 2019, 9 (07):
  • [7] Determinants of self-rated health among shanghai elders: a cross-sectional study
    Weizhen Dong
    Jin Wan
    Yanjun Xu
    Chun Chen
    Ge Bai
    Lyuying Fang
    Anjiang Sun
    Yinghua Yang
    Ying Wang
    BMC Public Health, 17
  • [8] Determinants of self-rated health among shanghai elders: a cross-sectional study
    Dong, Weizhen
    Wan, Jin
    Xu, Yanjun
    Chen, Chun
    Bai, Ge
    Fang, Lyuying
    Sun, Anjiang
    Yang, Yinghua
    Wang, Ying
    BMC PUBLIC HEALTH, 2017, 17
  • [9] Multimorbidity patterns in relation to polypharmacy and dosage frequency: a nationwide, cross-sectional study in a Japanese population
    Aoki, Takuya
    Yamamoto, Yosuke
    Ikenoue, Tatsuyoshi
    Onishi, Yoshihiro
    Fukuhara, Shunichi
    SCIENTIFIC REPORTS, 2018, 8
  • [10] Multimorbidity patterns in relation to polypharmacy and dosage frequency: a nationwide, cross-sectional study in a Japanese population
    Takuya Aoki
    Yosuke Yamamoto
    Tatsuyoshi Ikenoue
    Yoshihiro Onishi
    Shunichi Fukuhara
    Scientific Reports, 8