ArticleBMC public health2023
Trend analysis of multi-level determinants of maternal and newborn postnatal care utilization in Pakistan from 2006 to 2018: Evidence from Pakistan Demographic and Health Surveys.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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10 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- The role of gender in early childcare practices in low- and middle-income countries: a systematic review and meta-analysis.Journal of global health · 2026Pooled it
- Identifying delays impacting maternal and perinatal deaths using a facility-based death audit review system integrated with community engagement: a mixed methods study.Journal of global health · 2026Article
- Determinants of maternal postnatal care utilization in Bangladesh: A machine learning and SHAP-based analysis of BDHS 2022 data.PloS one · 2026Article
- Trends and Inequities Related to Antenatal Care Utilization Among Pakistani Women From 1990 to 2019: An Insight From Demographic and Health Surveys.Journal of pregnancy · 2026Review
- The nexus between healthcare provider distribution and neonatal mortality based on the context of maternal and child healthcare services in Pakistan.Journal of health, population, and nutrition · 2025Article
- Non-utilisation of postpartum services in northwestern Nigeria: analyses of trend and social determinants from 2003 to 2018.BMJ open · 2025Article
- Determinants of early lactation failure in mothers of moderately preterm neonates: a multilevel analysis of survey data.Frontiers in nutrition · 2025Article
- Measuring spatial inequalities in maternal and child mortalities in Pakistan: evidence from geographically weighted regression.BMC public health · 2024Article
- Determining the influential factors of postnatal care in Bangladesh using multilevel logistic regression.PloS one · 2024Article
- Contextualizing the standard maternal continuum of care in Pakistan: an application of revised recommendation of the World Health Organization.Frontiers in public health · 2023Article
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4 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundPostnatal care (PNC) is crucial for maternal and newborn health. Healthcare-seeking practices within the postpartum period help healthcare providers in early detection of complications related to childbirth and post-delivery period. This study aims to investigate trends of PNC utilization from 2006 to 2018, and to explore the effects of multi-level determinants of both maternal and newborn PNC in Pakistan.
methodsSecondary data analysis of the last three waves of the nationally representative Pakistan Demographic and Health Surveys (PDHSs) was conducted Analysis was limited to all those women who had delivered a child during the last 5 years preceding each wave of PDHS Bivariate and multivariate logistic regression was applied to determine the association of maternal and newborn PNC utilization with multi-level determinants at individual, community, and institutional levels.
resultsIn Pakistan, an upward linear trend in maternal PNC utilization was found, with an increase from 43.5 to 63.6% from 2006 to 2018. However, a non-linear trend was observed in newborn PNC utilization, with an upsurge from 20.6 to 50.5% from 2006 to 2013, nonetheless a decrease of 30.7% in 2018. Furthermore, the results highlighted that the likelihood of maternal and newborn PNC utilization was higher amongst older age women, who completed some years of schooling, were employed, had decision-making and emotional autonomy, had caesarean sections, and delivered at health facilities by skilled birth attendants. Multivariate analysis also revealed higher odds for women of older age, who had decision-making and emotional autonomy, and had caesarean section deliveries over the period of 2006-2018 for both maternal and newborn PNC utilization. Further, higher odds for maternal PNC utilization were found with parity and size of newborn, while less for ANC attendance and available means of transportation. Furthermore, increased odds were recorded for newborn PNC utilization with the number of children, ANC attendance, gender of child and mass media exposure from 2006 to 18.
conclusionA difference in maternal and newborn PNC utilization was found in Pakistan, attributed to multiple individual (socio-demographic and obstetrics), community, and institutional level determinants. Overall, findings suggest the need to promote the benefits of PNC for early diagnosis of postpartum complications and to plan effective public health interventions to enhance women's access to healthcare facilities and skilled birth assistance to save mothers' and newborns' lives.
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