Christiana Ikemeh, Adedayo O Adeyemi, Kazeem Arogundade, Leah M Frerichs, Christopher M Shea, Justin G Trogdon
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The outcome was defined as the penetration of the WHO 8vANC policy and measured as the proportion of women who used a minimum of 8vANC out of the total number of women who had live births within two years before the survey in 2021. We used multilevel modeling mixed effects logistic regression for the statistical analyses because of its ability to examine contextual effects in cross-sectional data.</p><p><strong>Results: </strong>The results revealed that the residual variation in state-level 8vANC utilization--after accounting for the explanatory variables-attributable to between-state differences went from 46% in the unadjusted model to11% in the final adjusted model. The findings indicated that women in Southern states had the highest odds of 8vANC utilization. We also found that women who self-reported their perception of life satisfaction as 'very happy' (OR: 1.81, 95% C.I: 1.25-2.63, p = 0.002), and 'somewhat happy' (OR: 1.63, 95% C.I: 1.14-2.40, p = 0.012) had the highest odds of 8vANC utilization across states. Conversely, the perception of wife beating justified 'if she goes out without telling husband' had low odds (OR: 0.77, 95% C.I: 0.61-0.97, p = 0.032) on the penetration of the WHO 8vANC policy across states.</p><p><strong>Conclusion: </strong>A greater proportion of the observed differences in 8vANC penetration occurred among women nested within states than between states. Our findings support the need for a revised policy that promotes the integration of routine prenatal mental health screening into the current ANC model.</p><p><strong>Clinical trial number: </strong>Not applicable.</p>","PeriodicalId":9033,"journal":{"name":"BMC Pregnancy and Childbirth","volume":"25 1","pages":"640"},"PeriodicalIF":2.7000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12128282/pdf/","citationCount":"0","resultStr":"{\"title\":\"Assessing the antenatal care-seeking determinants associated with the penetration of the WHO eight-visit antenatal care policy across states in Nigeria.\",\"authors\":\"Christiana Ikemeh, Adedayo O Adeyemi, Kazeem Arogundade, Leah M Frerichs, Christopher M Shea, Justin G Trogdon\",\"doi\":\"10.1186/s12884-025-07713-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Following the adoption and implementation of the 2016 WHO eight-visit antenatal care (8vANC) policy in Nigeria, a national cross-sectional survey conducted in 2021 indicated significant state-level differences in the utilization rates of 8vANC.</p><p><strong>Methods: </strong>We used a post-implementation sample, n = 9,416, obtained from the Nigeria Multiple Indicator Cluster Survey 2021 data to perform secondary analyses using the theory, model, and framework (TMF) implementation research approach. The outcome was defined as the penetration of the WHO 8vANC policy and measured as the proportion of women who used a minimum of 8vANC out of the total number of women who had live births within two years before the survey in 2021. We used multilevel modeling mixed effects logistic regression for the statistical analyses because of its ability to examine contextual effects in cross-sectional data.</p><p><strong>Results: </strong>The results revealed that the residual variation in state-level 8vANC utilization--after accounting for the explanatory variables-attributable to between-state differences went from 46% in the unadjusted model to11% in the final adjusted model. The findings indicated that women in Southern states had the highest odds of 8vANC utilization. We also found that women who self-reported their perception of life satisfaction as 'very happy' (OR: 1.81, 95% C.I: 1.25-2.63, p = 0.002), and 'somewhat happy' (OR: 1.63, 95% C.I: 1.14-2.40, p = 0.012) had the highest odds of 8vANC utilization across states. Conversely, the perception of wife beating justified 'if she goes out without telling husband' had low odds (OR: 0.77, 95% C.I: 0.61-0.97, p = 0.032) on the penetration of the WHO 8vANC policy across states.</p><p><strong>Conclusion: </strong>A greater proportion of the observed differences in 8vANC penetration occurred among women nested within states than between states. 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引用次数: 0
摘要
背景:在尼日利亚通过和实施2016年世卫组织八次产前保健(8vANC)政策后,2021年进行的一项全国横断面调查显示,8vANC的使用率在州一级存在显著差异。方法:我们使用从尼日利亚2021年多指标类集调查数据中获得的实施后样本n = 9,416,使用理论、模型和框架(TMF)实施研究方法进行二次分析。结果被定义为世卫组织8vANC政策的普及率,并以在2021年调查前两年内活产的妇女总数中使用至少8vANC的妇女所占比例来衡量。我们使用多水平模型混合效应逻辑回归进行统计分析,因为它能够检查横截面数据中的上下文效应。结果:结果显示,在考虑解释变量后,州际差异导致的州级8vANC利用率的剩余变异从未调整模型中的46%增加到最终调整模型中的11%。研究结果表明,南方各州的妇女使用8vANC的几率最高。我们还发现,在各州中,自称生活满意度为“非常幸福”(OR: 1.81, 95% ci: 1.25-2.63, p = 0.002)和“有些幸福”(OR: 1.63, 95% ci: 1.14-2.40, p = 0.012)的女性使用8vANC的几率最高。相反,“如果妻子不告诉丈夫就出去”的观点在各州的渗透率上具有低概率(OR: 0.77, 95% ci: 0.61-0.97, p = 0.032)。结论:所观察到的8vANC渗透差异在州内嵌套的女性中所占比例大于州间。我们的研究结果支持修订政策的必要性,以促进将常规产前心理健康筛查纳入当前的ANC模式。临床试验号:不适用。
Assessing the antenatal care-seeking determinants associated with the penetration of the WHO eight-visit antenatal care policy across states in Nigeria.
Background: Following the adoption and implementation of the 2016 WHO eight-visit antenatal care (8vANC) policy in Nigeria, a national cross-sectional survey conducted in 2021 indicated significant state-level differences in the utilization rates of 8vANC.
Methods: We used a post-implementation sample, n = 9,416, obtained from the Nigeria Multiple Indicator Cluster Survey 2021 data to perform secondary analyses using the theory, model, and framework (TMF) implementation research approach. The outcome was defined as the penetration of the WHO 8vANC policy and measured as the proportion of women who used a minimum of 8vANC out of the total number of women who had live births within two years before the survey in 2021. We used multilevel modeling mixed effects logistic regression for the statistical analyses because of its ability to examine contextual effects in cross-sectional data.
Results: The results revealed that the residual variation in state-level 8vANC utilization--after accounting for the explanatory variables-attributable to between-state differences went from 46% in the unadjusted model to11% in the final adjusted model. The findings indicated that women in Southern states had the highest odds of 8vANC utilization. We also found that women who self-reported their perception of life satisfaction as 'very happy' (OR: 1.81, 95% C.I: 1.25-2.63, p = 0.002), and 'somewhat happy' (OR: 1.63, 95% C.I: 1.14-2.40, p = 0.012) had the highest odds of 8vANC utilization across states. Conversely, the perception of wife beating justified 'if she goes out without telling husband' had low odds (OR: 0.77, 95% C.I: 0.61-0.97, p = 0.032) on the penetration of the WHO 8vANC policy across states.
Conclusion: A greater proportion of the observed differences in 8vANC penetration occurred among women nested within states than between states. Our findings support the need for a revised policy that promotes the integration of routine prenatal mental health screening into the current ANC model.
期刊介绍:
BMC Pregnancy & Childbirth is an open access, peer-reviewed journal that considers articles on all aspects of pregnancy and childbirth. The journal welcomes submissions on the biomedical aspects of pregnancy, breastfeeding, labor, maternal health, maternity care, trends and sociological aspects of pregnancy and childbirth.