Related Experiment Video
Updated: Jun 15, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Time series analysis: trend in late maternal mortality in Brazil, 2010-2019
Kelly Cristina Almeida Borgonove1, Sônia Lansky2, Vânia Muniz Nequer Soares3
1Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil.
The late maternal mortality ratio in Brazil increased significantly from 2010-2019, driven by improved reporting and regional disparities. Addressing these gaps is crucial for maternal health equity and preventing avoidable deaths.
Area of Science:
- Public Health
- Epidemiology
- Maternal Health
Background:
- Late maternal mortality ratio (LMMR) is a critical but often overlooked indicator of maternal health.
- Understanding temporal trends and regional variations in LMMR is essential for targeted interventions in Brazil.
- Previous data may not fully capture the extent of late maternal deaths due to reporting challenges.
Purpose of the Study:
- To analyze the temporal trends of the late maternal mortality ratio (LMMR) in Brazil and its geographic regions from 2010 to 2019.
- To identify regional disparities in LMMR within Brazil.
- To investigate factors contributing to the observed trends in LMMR.
Main Methods:
- An ecological time series study design was employed.
- Data on late maternal mortality were obtained from Brazilian Ministry of Health information systems.
- Statistical analysis utilized Prais-Winsten autoregressive models.
Main Results:
- A total of 1,470 late maternal deaths were reported, yielding an overall LMMR of 5 deaths per 100,000 live births.
- Significant regional disparities were observed, with the South region having the highest LMMR (8.3/100,000) and the North the lowest (3.5/100,000).
- The LMMR showed a significant increasing trend nationally (9.79% annual variation), particularly in the Central-West (26.06%), North (23.5%), and Northeast regions.
Conclusions:
- The observed increase in LMMR is attributed to improved death registration quality and enhanced investigation by Maternal Mortality Committees.
- Persistent regional disparities in reporting and investigation highlight the need for a more equitable approach to maternal healthcare.
- Strengthening reporting systems and implementing comprehensive strategies are crucial for preventing avoidable late maternal mortality and promoting health equity.
Related Concept Videos
Introduction To Survival Analysis
The primary goal of survival analysis is to estimate survival time—the time...
Cancer Survival Analysis
Comparing the Survival Analysis of Two or More Groups
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Kaplan-Meier Approach
Hazard Rate

