避孕药具使用和其他社会人口因素对孟加拉国五岁以下儿童死亡率的影响:半参数法和参数法。

Golam Rabbi Khan, Abdul Baten, Md Abul Kalam Azad
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引用次数: 0

摘要

背景:五岁以下儿童死亡率是衡量一个国家发展水平的公认指标,同时也反映了该国的医疗保健系统和生活质量。尽管随着时间的推移,孟加拉国的儿童死亡率在不断下降,但在南亚国家中仍然很高。可持续发展目标 3.2 的具体目标是,到 2030 年,将世界上所有国家的五岁以下儿童死亡率降至每千例活产 25 例或以下。本研究的目的是确定影响孟加拉国五岁以下儿童死亡率的社会人口因素,并研究避孕药具的使用是否对孟加拉国五岁以下儿童死亡率有影响。最后,比较了 Cox 比例危险模型和 Weibull 模型得出的结果,以找出哪种模型对研究数据更有效:研究数据来自《2017-2018 年孟加拉国人口健康调查》(BDHS 2017-2018)。卡普兰-梅耶生存函数被用来显示五岁以下儿童的生存概率。而 Cox 比例危险模型和 Weibull 模型的多变量分析则用于估算各种预测因素的五岁以下儿童死亡风险:研究结果表明,在存活期间使用现代避孕药具的母亲,其子女的存活概率一直较高。五岁以下儿童死亡率的其他重要预测因素包括母亲的教育水平(高等教育)、母亲的年龄(大于 20 岁)、财富指数(富裕)、饮用水来源(管井)和省份(吉大港、库尔纳、孟兴省)。除一个协变量(水源)外,Weibull 模型的结果比 Cox 比例危险模型更有效:结论:避孕药具的使用大大提高了五岁以下儿童的存活机会。这凸显了使用避孕药具对孟加拉国持续降低 5 岁以下儿童死亡率的重要性。这也进一步说明了解决目前该国避孕药具使用率问题的必要性。这可能并不是因为使用避孕药具本身,而是因为使用避孕药具会带来巨大的生物和社会经济效益, 从而促进孕产妇和儿童的健康。因此,决策者应加大努力,确保使用现代避孕方法,以提高孟加拉国 5 岁以下儿童的存活率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Influence of contraceptive use and other socio-demographic factors on under-five child mortality in Bangladesh: semi-parametric and parametric approaches.

Background: The under-five child mortality rate is a widely accepted indicator of the development of a country as well as reflects the country's health care system and quality of life. Although the child mortality rate is decreasing over time in Bangladesh, the rate is still high among South Asian countries. The target of the Sustainable Development Goal-3.2 is to reduce the under-five mortality rate in all countries of the world to 25 or fewer per 1000 live births by 2030. The purpose of this study is to identify the socio-demographic factors which have an influence on under-five child mortality in Bangladesh as well as to examine whether contraceptive use has any effect on under-five mortality in Bangladesh. Finally, a comparison has been made between the results obtained from the Cox proportional Hazard Model and Weibull model to find out which model is more efficient for the study data.

Methods: For the study, data was extracted from Bangladesh Demographic Health Surveys 2017-2018 (BDHS 2017-2018). The Kaplan-Meier survival function has been used to demonstrate the survival probabilities of under-five children. While multivariate analyses of the Cox Proportional Hazard model and Weibull model are used to estimate the under-five mortality risks for various predictors.

Results: The study results show consistently higher survival probabilities for children of mothers who used modern contraceptives during survival periods. Other significant predictors for under-five child mortality include mother's education level (higher education), mother's age (> 20), wealth index (rich), source of drinking water (tube well), and division (Chittagong, Khulna, Mymensingh). Weibull model has given more efficient results than the Cox Proportional Hazard model except for one covariate (water source).

Conclusion: Contraceptives use significantly improves the survival chances of children under-five age. This underscores the importance of contraceptive use in the pursuit of a sustainable reduction in under-five mortality in Bangladesh. It also intensifies the need to address the present level of contraceptive use in the country. This may not be due to the use of contraceptives in itself but may be due to the substantial biological and socioeconomic benefits that are concomitant with contraceptive use which may promote both maternal and child health. So, Extra effort should be given by the policymakers to ensure the use of modern contraceptive methods to improve the under-five survival in Bangladesh.

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Correction: Unintended pregnancy and contraceptive use among women in low- and middle-income countries: systematic review and meta-analysis Male characteristics and contraception in four districts of the central region, Ghana. Postpartum family planning uptake in Uganda: findings from the lot quality assurance sampling survey. Assessing the sustainability of two independent voucher-based family planning programs in Pakistan: a 24-months post-intervention evaluation. Emergency contraceptive use of Metronidazole among University female students in Dodoma region of Tanzania: a descriptive cross-sectional study.
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