Urban-rural disparities in the prevalence and trends of depressive symptoms among Chinese elderly and their associated factors

被引:8
|
作者
Wu, Yu [1 ]
Su, Binbin [1 ]
Chen, Chen [1 ]
Zhao, Yihao [1 ]
Zhong, Panliang [1 ]
Zheng, Xiaoying [1 ]
机构
[1] Chinese Acad Med Sci, Peking Union Med Coll, Sch Populat Med & Publ Hlth, Dept Populat Hlth & Aging Sci, 31 Rd 3rd,Bei Ji Ge, Beijing 100730, Peoples R China
关键词
Depressive symptoms; Urban-rural disparity; Machine learning; Random forest; Elderly; QUALITY-OF-LIFE; OLDER-ADULTS; NEIGHBORHOOD CHARACTERISTICS; HEALTH; PEOPLE; POPULATION; DISABILITY;
D O I
10.1016/j.jad.2023.07.117
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: This study aimed to examine urban-rural disparities in the prevalence and trends of depressive symptoms (DS) among Chinese elderly and associated factors. Methods: A total of 8025, 7808, and 4887 respondents aged 60 years and above were selected from the China Family Panel Studies (CFPS) in 2016, 2018, and 2020, respectively. DS was assessed using a short version of Center for Epidemiologic Studies Depression Scale (CES-D). Twenty-two associated factors from six categories were included in random forest (RF) models. All urban-rural comparisons were conducted based on good model performance. Results: The DS prevalence among all rural elderly was significantly higher than corresponding urban elderly. This disparity continued to widen among younger elderly, while it continued to narrow among older elderly. The top 10 common leading factors were sleep quality, self-rated health, life satisfaction, memory ability, child relationship, IADL disability, marital status, educational level, and gender. Urban-rural disparities in sleep quality, interpersonal trust, and child relationship continued to widen, while disparities in multimorbidity, hospitalization status, and frequency of family dinner continued to narrow. Limitation: This study may exist recall bias and lacks causal explanation. Conclusions: Significant and continuing disparities in the DS prevalence were observed between urban and rural elderly in China, showing opposite trends in younger and older elderly. The top 10 leading associated factors for DS were nearly consistent across urban and rural elderly, with sleep quality having strongest contribution. Urban-rural disparities in associated factors also showed different trends. This study provides a reference for mental health promotion among Chinese elderly.
引用
收藏
页码:258 / 268
页数:11
相关论文
共 50 条
  • [21] Urban-rural disparities in hypertension prevalence, detection, and medication use among Chinese Adults from 1993 to 2011
    Jiajia Li
    Leiyu Shi
    Shixue Li
    Lingzhong Xu
    Wen Qin
    Heng Wang
    [J]. International Journal for Equity in Health, 16
  • [22] Urban-rural disparities in hypertension prevalence, detection, and medication use among Chinese Adults from 1993 to 2011
    Li, Jiajia
    Shi, Leiyu
    Li, Shixue
    Xu, Lingzhong
    Qin, Wen
    Wang, Heng
    [J]. INTERNATIONAL JOURNAL FOR EQUITY IN HEALTH, 2017, 16
  • [23] Correlation Between Depressive Symptoms And Quality Of Life, And Associated Factors For Depressive Symptoms Among Rural Elderly In Anhui, China
    Rong, Jian
    Chen, Guimei
    Wang, Xueqin
    Ge, Yanhong
    Meng, Nana
    Xie, Tingting
    Ding, Hong
    [J]. CLINICAL INTERVENTIONS IN AGING, 2019, 14 : 1901 - 1910
  • [24] Depressive symptoms among elderly inpatients of a Brazilian university hospital: prevalence and associated factors
    Mendes-Chiloff, Cristiane Lora
    A. Ramos-Cerqueira, Ana Teresa
    Pereira Lima, Maria Cristina
    Torres, Albino Rodrigues
    [J]. INTERNATIONAL PSYCHOGERIATRICS, 2008, 20 (05) : 1028 - 1040
  • [25] The urban-rural disparities and factors associated with the utilization of public health services among diabetes patients in China
    Xingli Ma
    Wenyu Fan
    Xindan Zhang
    Shilong Zhang
    Xia Feng
    Suhang Song
    Haipeng Wang
    [J]. BMC Public Health, 23
  • [26] The urban-rural disparities and factors associated with the utilization of public health services among diabetes patients in China
    Ma, Xingli
    Fan, Wenyu
    Zhang, Xindan
    Zhang, Shilong
    Feng, Xia
    Song, Suhang
    Wang, Haipeng
    [J]. BMC PUBLIC HEALTH, 2023, 23 (01)
  • [27] Prevalence and associated factors of depressive and anxiety symptoms among Chinese secondary school students
    Chen, Zhangming
    Ren, Silan
    He, Ruini
    Liang, Yudiao
    Tan, Youguo
    Liu, Yi
    Wang, Fanglan
    Shao, Xu
    Chen, Shanshan
    Liao, Yanhui
    He, Ying
    Li, Jin-guang
    Chen, Xiaogang
    Tang, Jinsong
    [J]. BMC PSYCHIATRY, 2023, 23 (01)
  • [29] Prevalence and associated factors of depressive and anxiety symptoms among Chinese secondary school students
    Zhangming Chen
    Silan Ren
    Ruini He
    Yudiao Liang
    Youguo Tan
    Yi Liu
    Fanglan Wang
    Xu Shao
    Shanshan Chen
    Yanhui Liao
    Ying He
    Jin-guang Li
    Xiaogang Chen
    Jinsong Tang
    [J]. BMC Psychiatry, 23
  • [30] Secular trends and urban-rural disparities in the median age at menarche among Chinese han girls from 1985 to 2019
    Ma, Ning
    Shi, Di
    Dang, Jia-Jia
    Zhong, Pan-Liang
    Liu, Yun-Fei
    Cai, Shan
    Dong, Yan-Hui
    Hu, Pei-Jin
    Ma, Jun
    Song, Yi
    [J]. WORLD JOURNAL OF PEDIATRICS, 2023, 19 (12) : 1162 - 1168