Survival analysis of under-five mortality using Cox and frailty models in Ethiopia

被引:27
|
作者
Ayele, Dawit G. [1 ]
Zewotir, Temesgen T. [2 ]
Mwambi, Hemry [2 ]
机构
[1] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Dept Epidemiol, 615 North Wolfe St, Baltimore, MD 21205 USA
[2] Univ KwaZulu Natal, Sch Math Stat & Comp Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
关键词
Hazards; Interaction effect; EDHS; Frailty; Under-five mortality;
D O I
10.1186/s41043-017-0103-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: The risk of a child dying before reaching 5 years of age is highest in sub-Saharan African countries. But in Ethiopia, under-five mortality rates have shown a substantial decline. Methods: For this study, the Cox regression model for fixed and time-dependent explanatory variables was studied for under-five mortality in Ethiopia. We adapted survival analysis using the Cox regression model with 2011 Ethiopian Demographic and Health Survey data. Results: From the results, it was found that under-five children who live in Addis Ababa had a lower hazard (risk) of death (p value = 0.048). This could be as a result of higher health facilities and living standards in Addis Ababa, compared to other regions. Under-five children who lived in rural areas had a higher hazard (risk) of death compared to those living in urban areas. In addition, under-five children who lived in rural areas had 18% (p value = 0.01) more hazard (risk) of death than those living in urban areas. Furthermore, with older mothers, the chance of a child dying before reaching the age of 5 is lower. Conclusion: The chances of a child dying before reaching the age of 5 are less if the mother does not become pregnant again before the child reaches the age of 5. Therefore, giving birth when older and not becoming pregnant again before the child reaches the age of 5 is one means of reducing under-five mortality.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Survival analysis of under-five mortality using Cox and frailty models in Ethiopia
    Dawit G. Ayele
    Temesgen T. Zewotir
    Hemry Mwambi
    [J]. Journal of Health, Population and Nutrition, 36
  • [2] Time to under-five mortality and its predictors in rural Ethiopia: Cox-gamma shared frailty model
    Yalew, Melaku
    Arefaynie, Mastewal
    Bitew, Gedamnesh
    Amsalu, Erkihun Tadesse
    Kefale, Bereket
    Muche, Amare
    Fentaw, Zinabu
    Chanie, Muluken Genetu
    Melaku, Mequannent Sharew
    Adane, Bezawit
    Damtie, Yitayish
    Adane, Metadel
    Ayele, Wolde Melese
    Andargie, Assefa
    Dewau, Reta
    [J]. PLOS ONE, 2022, 17 (04):
  • [3] Determinants of under-five mortality in Ethiopia using the recent 2019 Ethiopian demographic and health survey data: nested shared frailty survival analysis
    Belete Achamyelew Ayele
    Sofonyas Abebaw Tiruneh
    Melkalem Mamuye Azanaw
    Habtamu Shimels Hailemeskel
    Yonas Akalu
    Asnakew Achaw Ayele
    [J]. Archives of Public Health, 80
  • [4] Determinants of under-five mortality in Ethiopia using the recent 2019 Ethiopian demographic and health survey data: nested shared frailty survival analysis
    Ayele, Belete Achamyelew
    Tiruneh, Sofonyas Abebaw
    Azanaw, Melkalem Mamuye
    Hailemeskel, Habtamu Shimels
    Akalu, Yonas
    Ayele, Asnakew Achaw
    [J]. ARCHIVES OF PUBLIC HEALTH, 2022, 80 (01)
  • [5] Bayesian frailty modeling of correlated survival data with application to under-five mortality
    Alotaibi, Refah M.
    Rezk, Hoda Ragab
    Guure, Chris
    [J]. BMC PUBLIC HEALTH, 2020, 20 (01)
  • [6] Bayesian frailty modeling of correlated survival data with application to under-five mortality
    Refah M. Alotaibi
    Hoda Ragab Rezk
    Chris Guure
    [J]. BMC Public Health, 20
  • [7] The factors associated with under-five mortality in Ethiopia
    Yemane, Getahun Dejene
    [J]. ANNALS OF MEDICINE AND SURGERY, 2022, 79
  • [8] Risk factors of under-five mortality in Ethiopia using count data regression models, 2021
    Argawu, Alemayehu Siffir
    Mekebo, Gizachew Gobebo
    [J]. ANNALS OF MEDICINE AND SURGERY, 2022, 82
  • [9] Determinant factors of under-five mortality in rural Ethiopia
    Yemane, Getahun Dejene
    [J]. ANNALS OF MEDICINE AND SURGERY, 2022, 81
  • [10] Determinant factors of under-five mortality in rural Ethiopia
    Yemane, Getahun Dejene
    [J]. ANNALS OF MEDICINE AND SURGERY, 2022, 81