# Maternal Mortality in Pakistan: Demographic, Temporal, and Contextual Insights From the Three Delays Model

## TL;DR

This study explores the causes and patterns of maternal deaths in Pakistan using the three delays model to identify key barriers and suggest solutions.

## Contribution

The study applies the three delays model to maternal mortality data in Pakistan, revealing specific delays and systemic issues.

## Key findings

- Most maternal deaths in Pakistan are due to direct obstetric causes like hemorrhage and sepsis.
- Women face significant delays in seeking care, reaching facilities, and receiving treatment.
- Over half of maternal deaths occur within 42 days postpartum, highlighting critical time windows for intervention.

## Abstract

Background

Maternal mortality remains a pressing health concern, especially in low‑ and middle‑income countries. Understanding the demographic, temporal, and contextual factors that lead to these deaths is essential for designing effective interventions. This study aimed to examine maternal mortality through the lens of the three delays model using data from Pakistan.

Methods

We conducted a retrospective analysis of the Pakistan Maternal Mortality Survey 2018‑2019, drawing on the Pakistan Demographic and Health Survey Verbal Autopsy dataset. Descriptive statistics and stratified analyses were used to profile maternal deaths by demographic characteristics, timing, and place of death. We also quantified delays in deciding to seek care, reaching a facility, and receiving treatment.

Results

Of the 1,177 maternal deaths analyzed, the mean age was 34 years. Most deaths occurred in health facilities and were classified as direct obstetric causes such as hemorrhage and sepsis. Women experienced an average delay of 3.8 days in deciding to seek care, 3.7 hours in reaching a facility, and 7.6 minutes in receiving treatment. More than half of the deaths occurred within 42 days postpartum. Financial hardship, geographic isolation, and limited resources emerged as prominent reasons for delay. Women who reached a health facility were less likely to die on the first day of admission than those who did not.

Conclusions

Maternal mortality in Pakistan reflects a web of sociodemographic inequalities and systemic shortcomings. Addressing these deaths requires more than clinical solutions. It calls for policies that improve the timeliness and quality of maternal health services, tackle financial and geographic barriers, and strengthen the healthcare system. Interventions grounded in the three delays framework could help reduce maternal mortality and advance maternal health equity in low‑resource settings.