Joint Modeling of Multivariate Longitudinal Depressive Symptoms and Survival with Application to an Aging Study

被引:1
作者
Yao, Ping [1 ]
Liu, Xiaohong [2 ]
机构
[1] No Illinois Univ, Publ Hlth & Hlth Educ Program, Wirtz Hall 260, De Kalb, IL 60115 USA
[2] No Illinois Univ, Div Stat, De Kalb, IL 60115 USA
关键词
Depression; mortality; longitudinal analysis; joint modeling; Mexican Americans;
D O I
10.2427/14496
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: The primary aim of this study was to use a joint analysis approach in order to examine the association between longitudinal depressive symptoms and survival in Mexican Americans. Methods: The separate Cox regression and joint modeling were applied to data from the Hispanic Established Population for Epidemiological Study of the Elderly (HEPESE). Depressive symptoms were measured by the Center of Epidemiological Studies Depression Scale (CES-D). The trajectories of CES-D, modeled by random effect, were used as independent variables to fit the mortality curve adjusted by other variables including demographics and physical functioning. Results: The separate Cox regression couldn't identify association between depressive symptoms and survival. The joint analysis indicated that the slope of CES-D score was not associated with mortality in older Mexican-Americans, however the intercept had negative effects on mortality. Conclusion: There is significant association between baseline depression symptoms and mortality, whereas there is no association with slope in older Mexican Americans
引用
收藏
页数:8
相关论文
共 30 条
[1]   Are older people dying of depression? Findings from the medical research council trial of the assessment and management of older people in the community [J].
Adamson, JA ;
Price, GM ;
Breeze, E ;
Bulpitt, CJ ;
Fletcher, AE .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2005, 53 (07) :1128-1132
[2]   Heterogeneity among Latinas and Latinos entering substance abuse treatment: Findings from a national database [J].
Alvarez, J ;
Olson, BD ;
Jason, LA ;
Davis, MI ;
Ferrari, JR .
JOURNAL OF SUBSTANCE ABUSE TREATMENT, 2004, 26 (04) :277-284
[3]   Mortality risk varies according to gender and change in depressive status in very old adults [J].
Anstey, KJ ;
Luszcz, MA .
PSYCHOSOMATIC MEDICINE, 2002, 64 (06) :880-888
[4]   Predictors of mortality in the old-old in Israel: The cross-sectional and longitudinal aging study [J].
Ben-Ezra, Menachem ;
Shmotkin, Dov .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2006, 54 (06) :906-911
[5]   Depressive symptoms and mortality in older Mexican Americans [J].
Black, SA ;
Markides, KS .
ANNALS OF EPIDEMIOLOGY, 1999, 9 (01) :45-52
[6]   Correlates of depressive symptomatology among older community-dwelling Mexican Americans: The Hispanic EPESE [J].
Black, SA ;
Markides, KS ;
Miller, TQ .
JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES, 1998, 53 (04) :S198-S208
[7]   The association of depression and mortality in elderly persons: A case for multiple, independent pathways [J].
Blazer, DG ;
Hybels, CF ;
Pieper, CF .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2001, 56 (08) :M505-M509
[8]  
Blazer DG, 2003, J GERONTOL A-BIOL, V58, P249
[9]  
COX DR, 1972, J R STAT SOC B, V34, P187
[10]   THE ASSOCIATION BETWEEN DEPRESSIVE SYMPTOMS AND MORTALITY AMONG OLDER PARTICIPANTS IN THE EPIDEMIOLOGIC CATCHMENT AREA PIEDMONT HEALTH SURVEY [J].
FREDMAN, L ;
SCHOENBACH, VJ ;
KAPLAN, BH ;
BLAZER, DG ;
JAMES, SA ;
KLEINBAUM, DG ;
YANKASKAS, B .
JOURNALS OF GERONTOLOGY, 1989, 44 (04) :S149-S156