Background: Maternal health is a globally important health challenge and is the key indicator of healthcare services in any given region. One of the main objectives of Sustainable Development Goal 3.1 is to reduce the global maternal mortality ratio to less than 70 per 1-lakh live births. Most data on maternal mortality are collected and analysed on global, national and subnational levels and regional levels are lacking. Anaemia is one of the major causes of maternal death in India and its data visualisation using geospatial mapping plays a significant role in addressing the emerging need for improved spatial investigation. Geospatial studies of maternal mortality can help policy-makers to prioritise resources by pinpointing geographical areas for implementation.

Methodology: Spatial data analysis is effectively used in assessing the spatial distribution of maternal deaths, which are attributed to anaemia as a risk factor for maternal deaths. The data on maternal deaths in Karnataka were acquired and analysed at district level for the years 2017-2022 and thematic maps were generated in geographical information system environment. Further, areal interpolation analysis was explored in deriving the layers that predict the underlying risk of maternal deaths attributed to anaemia in the present study using the available data.

Results: Five out of 30 districts showed more than 10% of maternal deaths attributed to anaemia during 2017-2020 while these numbers were increased to 10 during 2020-2021 and later reduced to 6 districts during 2021-2022. Areal interpolation revealed the highest risk areas of maternal deaths attributed to anaemia in Karnataka for the past 5 years (2017-2018 to 2021-2022).

Conclusion: Study concluded that by providing a spatial perspective, geospatial analysis has the potential to transform maternal healthcare. Anaemia-related maternal deaths can be minimised by providing specific interventions among disadvantaged women in the Karnataka region.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11816185PMC
http://dx.doi.org/10.1136/bmjph-2023-000590DOI Listing

Publication Analysis

Top Keywords

maternal deaths
28
attributed anaemia
20
maternal mortality
16
deaths attributed
16
maternal
14
anaemia karnataka
8
data maternal
8
areal interpolation
8
deaths
7
anaemia
6

Similar Publications

Global Trends in Incidence and Mortality Rates of Endometrial Cancer Among Individuals Aged 55 years and Above From 1990 to 2021: An Analysis of the Global Burden of Disease.

Int J Womens Health

March 2025

Gynecologic Oncology Department,Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, People's Republic of China.

Purpose: To describe the temporal trend of endometrial burden in postmenopausal women aged 55 years and above worldwide from 1990 to 2021, evaluate the age cohort effect, explore its influencing factors, and predict the disease burden in the next 15 years.

Patients And Methods: Using Joinpoint regression, data from the 2021 Global Burden of Disease Study were assessed for changes in endometrial cancer incidence rate, morbidity, and mortality in postmenopausal women aged 55 years and above. Age period cohort analysis helped estimate age, period, and cohort effects.

View Article and Find Full Text PDF

Objective: To estimate the prevalence of true knot of the umbilical cord (TKUC) and identify associated adverse maternal and neonatal outcomes.

Study Design: A multicenter retrospective cohort study was conducted, including all women with singleton pregnancies who delivered between 24 and 42 weeks of gestation from 2005 to 2021 at two large obstetrical centers. Gross pathological examinations of the placenta and umbilical cord were routinely performed immediately after delivery.

View Article and Find Full Text PDF

Global and regional causes of maternal deaths 2009-20: a WHO systematic analysis.

Lancet Glob Health

March 2025

UNDP-UNFPA-UNICEF-WHO-World Bank Special Programme of Research, Development, and Research Training in Human Reproduction (HRP), Department of Sexual and Reproductive Health and Research, WHO, Geneva, Switzerland.

Background: Maternal mortality is not on track to meet Sustainable Development Goal (SDG) target 3.1 of a global maternal mortality ratio below 70 per 100 000 livebirths by 2030. Updated evidence on causes of death is needed to accelerate progress.

View Article and Find Full Text PDF

Background:  Hypertensive disorders of pregnancy are a leading cause of pregnancy-related acute kidney injury. Data on preeclampsia-complicated pregnancies in the Saudi population are limited.

Methods: This retrospective, single-center study analyzed preeclampsia-complicated pregnancies from January 2020 to December 2022, excluding those with chronic kidney disease.

View Article and Find Full Text PDF

Antiphospholipid syndrome in patients with fetal death: a prospective longitudinal cohort study.

Clin Exp Med

March 2025

Research Center for High Altitude Medicine, Qinghai University, No.251, Ningda Road, Chengbei District, Xining, 810016, People's Republic of China.

To investigate the causes of fetal death, focusing on maternal antiphospholipid syndrome diagnosis, and to follow the patients for changes in antiphospholipid antibodies, subsequent pregnancy outcomes, and thrombotic events. This is a prospective longitudinal cohort study that recruited patients who were hospitalized for fetal death at ≥ 10 weeks of gestation from three tertiary hospitals in China. Antiphospholipid syndrome was diagnosed according to the 2006 Sydney classification criteria.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!