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撒哈拉以南非洲育龄妇女首次产前检查利用时间的延迟:多层次混合效应分析

Delay in timing of first antenatal care utilisation among women of reproductive age in sub-Saharan Africa: a multilevel mixed effect analysis.

作者信息

Phiri Million, Mwanza Jason, Mwiche Angel, Lemba Musonda, Malungo Jacob R S

机构信息

Department of Demography, Population Sciences, Monitoring and Evaluation, School of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia.

Demography and Population Studies Programme, Schools of Public Health and Social Sciences, University of the Witwatersrand, Johannesburg, South Africa.

出版信息

J Health Popul Nutr. 2025 Apr 28;44(1):139. doi: 10.1186/s41043-025-00857-8.

Abstract

BACKGROUND

Several studies in sub-Saharan Africa and elsewhere have affirmed the importance of community-level factors in influencing maternal health seeking behaviour. However, literature shows no uniform pattern in terms of how contextual-level factors influence delay in seeking antenatal care service in different parts of the region. The association of contextual factors and timing of antenatal care is not well documented at regional level. Thus, this study was conducted to examine how community-level characteristics influence decision not to initiate antenatal care in the first trimester. Regional-level analyses of antenatal care utilisation in sub-Saharan Africa are important because they help identify geographic disparities in access and utilisation of the service. Thus, allowing for targeted interventions to improve maternal health outcomes.

METHODS

Data from the most recent Demographic and Health Surveys conducted between January 2010 and December 2021 were used in this study. A sample of 222,436 women aged 15-49 who gave birth in the last five years preceding each of the 33 country surveys in the region was used in the analysis. The association between individual and contextual-level factors and timing of antenatal care was assessed using multilevel binary logistic regression models. Stata software version 17 was used to perform statistical analysis taking into account the complex survey design. Multivariable results were presented using adjusted odds ratios at 95% confidence interval.

RESULTS

The prevalence of delay in utilisation of first antenatal care service in sub-Saharan Africa was 61.1% [95% CI, 60.6, 61.5]. Mozambique had the highest prevalence of 85.5% [95% CI, [84.2, 86.7] while Liberia had the lowest prevalence at 27.8% [95% CI, [25.6, 30.1]. Women in the age groups 25-34 [aOR = 0.79, 95%CI = 0.76-0.82] or 35-49 [aOR = 0.66, 95%CI = 0.63-0.69], those with secondary or tertiary education [aOR = 0.97, 95%CI = 0.93-1.01] and [aOR = 0.71, 95%CI = 0.66-0.77], belonging to rich households [aOR = 0.91, 95%CI = 0.88-0.95], and those who experienced a pregnancy loss [aOR = 0.84, 95%CI = 0.81-0.87] were less likely to delay first ANC utilisation. Conversely, women living in rural areas [aOR = 1.18, 95%CI = 1.13-1.23], communities with a high proportion of women who experienced unwanted births [aOR = 1.08, 95%CI = 1.02-1.14] were more likely to delay first antenatal care visit.

CONCLUSION

Both individual and community-level factors influenced women's delay in seeking antenatal care service in sub-Saharan Africa. Integrating community level factors when designing maternal health promotion interventions would be key to improve early utilisation of antenatal care services. There is need to strengthen maternal health promotion initiatives such as Community Health Worker Outreach, Mobile Messaging Campaigns, Male Involvement Initiatives and, School and Youth Friendly Health Programmes targeting women in marginalised communities such as rural settings.

摘要

背景

撒哈拉以南非洲及其他地区的多项研究证实了社区层面因素在影响孕产妇寻求医疗行为方面的重要性。然而,文献显示,在该地区不同地方,背景因素如何影响产前护理服务寻求延迟方面,并没有统一模式。区域层面上,背景因素与产前护理时间的关联并未得到充分记录。因此,本研究旨在探讨社区层面特征如何影响在孕早期不开始进行产前护理的决定。对撒哈拉以南非洲产前护理利用情况进行区域层面分析很重要,因为这有助于识别该服务在获取和利用方面的地理差异。从而能够进行有针对性的干预,以改善孕产妇健康结局。

方法

本研究使用了2010年1月至2021年12月期间进行的最新人口与健康调查数据。分析中采用了该地区33个国家调查中,在每次调查前过去五年内分娩的15 - 49岁的222,436名女性样本。使用多水平二元逻辑回归模型评估个体和背景层面因素与产前护理时间之间的关联。考虑到复杂的调查设计,使用Stata软件版本17进行统计分析。多变量结果以95%置信区间的调整比值比呈现。

结果

撒哈拉以南非洲首次产前护理服务利用延迟的患病率为61.1%[95%置信区间,60.6, 61.5]。莫桑比克患病率最高,为85.5%[95%置信区间,[84.2, 86.7],而利比里亚患病率最低,为27.8%[95%置信区间,[25.6, 30.1]。年龄在25 - 34岁[aOR = 0.79, 95%置信区间 = 0.76 - 0.82]或35 - 49岁[aOR = 0.66, 95%置信区间 = 0.63 - 0.69]的女性、接受过中等或高等教育的女性[aOR = 0.97, 95%置信区间 = 0.93 - 1.01]和[aOR = 0.71, 95%置信区间 = 0.66 - 0.77]、属于富裕家庭的女性[aOR = 0.91, 95%置信区间 = 0.88 - 0.95]以及经历过流产的女性[aOR = 0.84, 95%置信区间 = 0.81 - 0.87]延迟首次产前护理利用的可能性较小。相反,居住在农村地区的女性[aOR = 1.18, 95%置信区间 = 1.13 - 1.23]、有高比例意外生育女性的社区中的女性[aOR = 1.08, 95%置信区间 = 1.02 - 1.14]更有可能延迟首次产前护理就诊。

结论

个体和社区层面因素均影响撒哈拉以南非洲女性延迟寻求产前护理服务。在设计孕产妇健康促进干预措施时纳入社区层面因素,将是提高产前护理服务早期利用率的关键。有必要加强孕产妇健康促进举措,如社区卫生工作者外展服务、移动信息宣传活动、男性参与举措以及针对农村等边缘化社区女性的学校和青年友好健康项目。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6907/12036153/73b09490505a/41043_2025_857_Fig1_HTML.jpg

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