Nexus between sociocultural practices and maternal mortality in Pakistan: a geospatial analysis using Spatial Durbin model and multiscale geographically weighted regression

The study concluded that districts in Pakistan exhibit significant spatial dependence regarding MMR, which are strongly influenced by socioeconomic and cultural variables. Prioritizing highly sensitive districts can significantly reduce maternal mortality by addressing advanced delivery methods, promoting maternal empowerment and autonomy, improving education, and enhancing the financial conditions of multidimensionally poor families, particularly in the districts of Baluchistan.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-01-13
DOI
https://doi.org/10.1186/s12889-026-26222-w
Primary Topic
Global Maternal and Child Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nexus between sociocultural practices and maternal mortality in Pakistan: a geospatial analysis using Spatial Durbin model and multiscale geographically weighted regression

Irfan Ullah, Muhammad Ramzan Sheikh, Munir Ahmed, Fangzheng Zhao et al.
BMC Public Health
Global Maternal and Child Health
article

Nexus between sociocultural practices and maternal mortality in Pakistan: a geospatial analysis using Spatial Durbin model and multiscale geographically weighted regression

Irfan Ullah, Muhammad Ramzan Sheikh, Munir Ahmed, Fangzheng Zhao, Asad Abbas, Sami Ullah Khan
article en

Abstract

The study concluded that districts in Pakistan exhibit significant spatial dependence regarding MMR, which are strongly influenced by socioeconomic and cultural variables. Prioritizing highly sensitive districts can significantly reduce maternal mortality by addressing advanced delivery methods, promoting maternal empowerment and autonomy, improving education, and enhancing the financial conditions of multidimensionally poor families, particularly in the districts of Baluchistan.

BMC Public HealthVol. 26(1)
Bahauddin Zakariya University (PK), Xinjiang Medical University (CN), COMSATS University Islamabad (PK), Gomal University (PK), Nanjing University of Information Science and Technology (CN), Fifth Affiliated Hospital of Xinjiang Medical University (CN)
Openalex Percentile: Top 90%
Global Maternal and Child Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.