Paper Title
Estimating Maternal Mortality Ratio for the Districts of Tamil Nadu Using a State Based Regression Model
Article Identifiers
Registration ID: IJNRD_182349
Published ID: IJNRD2208015
: Click Here to Get
About Hard Copy and Transparent Peer Review Report
Authors
Keywords
Maternal Mortality Ratio, Sustainable Development Goal, GFR, CDRW
Abstract
Background & Objectives: So far, no study or survey has been conducted to estimate Maternal Mortality Ratio (MMR) at the district level due to huge operating costs and the requirement of large sample sizes as the maternal deaths are being rare events to capture. In this paper, an attempt is made to provide precise, cost effective and timely estimates of MMR at the district level for the State of Tamil Nadu through a State based regression model. The primary objective of this study is to estimate MMR at the district level for the State of Tamil Nadu at three different time points, viz.2001, 2011, and 2017 and compare the levels of MMR over the time periods and identify the districts which have achieved Sustainable Development Goal (SDG) target of less than 70 per 100,000 live births and hotspot districts which require urgent attention. Material &Methods: Data on MMR at the State level published by the Sample Registration System by the Office of the Registrar General of India is regressed on two data elements, viz. General Fertility Rate (GFR) and Crude Death Rate for Women (CDRW) aged 14-49 at three time points, viz.2001, 2011, and 2017 and constructed three regression models. District level estimates of MMR were generated based on the regression models using the district level GFR and CDRW data which were easily calculated from Population Censuses 2001 and 2011and the age specific fertility and mortality rates published by the SRS. Results: The precision level of MMR estimates predicted for the districts are higher as the relative standard errors are almost less than 10% for all the districts and the high predictability (R2) of the regression models. It was identified that already 14 districts in Tamil Nadu have achieved sustainable development goal target of less than 70 per 100,000 live births and another 15 districts are on the threshold of reaching the goal soon. Sustained efforts are essential in the remaining 3 districts to accomplish SDG target. Interpretation & Conclusion: The State based regression model provides a precise, cost effective and timely estimate for all the districts. It requires data only on GFR and CDRW for the districts. Hence, it becomes easier to generate district level estimates, once the state level data on MMR is released by the SRS. The regression models developed has high accuracy and able to identify the hotspot districts which require urgent attention. Even though the State of Tamil Nadu has achieved the SDG target, it is learnt that only14 districts in Tamil Nadu have achieved the SDG target and sustained efforts are required in the remaining 18 districts to achieve the same on time.
Downloads
How To Cite (APA)
Dr.B.Viswanathan (August-2022). Estimating Maternal Mortality Ratio for the Districts of Tamil Nadu Using a State Based Regression Model. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 7(8), 131-139. https://ijnrd.org/papers/IJNRD2208015.pdf
Issue
Volume 7 Issue 8, August-2022
Pages : 131-139
Other Publication Details
Paper Reg. ID: IJNRD_182349
Published Paper Id: IJNRD2208015
Research Area: Health Scienceรย
Author Type: Indian Author
Country: Chennai, Tamil Nadu, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2208015.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2208015
About Publisher
Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
UGC CARE JOURNAL PUBLICATION | ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
An International UGC CARE JOURNAL PUBLICATION, Low Cost, Scholarly Open Access, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG
Copyright & License
ยฉ 2026 - Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License. and The Open Definition.
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0).
๐ก๏ธ Disclaimer: The content, data, and findings in this article are based on the authorsโ research and have been peer-reviewed for academic purposes only. Readers are advised to verify all information before practical or commercial use.
The journal and its editorial board are not liable for any errors, losses, or consequences arising from its use.
Publication Timeline
Article Preview: View Full Paper
Call For Paper
IJNRD is a Scholarly Open Access, Peer-Reviewed, Refereed, and UGC CARE Journal Publication with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost, and Transparent Peer Review Journal Publication that adheres to the New UGC CARE Transparent Peer-Reviewed Journal Policy and aligns with Scopus Journal Publication standards to ensure the highest level of research quality and credibility.
IJNRD offers comprehensive Journal Publication Services including indexing in all major databases and metadata repositories, Digital Object Identifier (Crossref DOI) assignment for each published article with additional fees, citation generation tools, and full Open Access visibility to enhance global research reach and citation impact.
The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse academic and professional fields. The journal promotes global knowledge exchange among researchers, developers, academicians, engineers, and practitioners, serving as a trusted platform for innovative, peer-reviewed journal publication and scientific collaboration.
Indexing Coverage: Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many other recognized academic repositories.
Transparent Peer Review Journal Publication: IJNRD operates a strict double-blind peer review system managed by 3000+ expert reviewers, ensuring ethical, unbiased, and high-quality review for every research paper.
For Indian Authors : Get a transparent peer review report from Scholar9.com for just โน1000. View Sample Report
For Foreign Authors : A detailed peer review report is available through Scholar9.com for $20 USD. View Sample Report
Transparent Peer Review Journal Publication
โญ Transparent Peer Review | ๐ต๏ธโโ๏ธ Double-Blind | ๐จโ๐ซ 3000+ Expert Reviewers | ๐ฎ๐ณ Report for India Author โน1000 | ๐ Report for Foreign Author $20 | ๐ Sample Reports on Scholar9.com | ๐ High Credibility | โ๏ธ Ethical & Unbiased Evaluation
How to submit the paper?
By Our website
Click Here to Submit Paper Online
Recently, the UGC discontinued the UGC-CARE Journal List and introduced new parameters that allow publication in Transparent Peer-Reviewed (Refereed) Journals. IJNRD is Transparent Peer Review Journal Valid As per New UGC Notification.
You can now publish your research paper in IJNRD.ORG. IJNRD is a Transparent Peer-Reviewed Open Access (Refereed Journal), UGC and UGC CARE Approved, Crossref DOI, Multidisciplinary, Impact Factor calculate by Google Scholar. As an International, open-access, and online journal, Publishing with us ensures wider reach, academic credibility, and enhanced recognition for your work.
For more details, refer to the official notice: UGC Public Notice
โญ Low Cost โน1570 | ๐ UGC CARE Approved | ๐ Peer-Reviewed | ๐ Open Access | ๐ Crossref DOI & Global Indexing | ๐ Google Scholar Impact Factor | ๐งช Multidisciplinary
Submit Paper Online Call for Paper About IJNRD UGC CARE Approval
Important Dates for Current issue
Paper Submission Open For: March 2026
Current Issue: Volume 11 | Issue 3 | March 2026
Impact Factor: 8.76
Last Date for Paper Submission: Till 31-Mar-2026
Notification of Review Result: Transparent peer review process - your paper is evaluated by experts, and you receive acceptance or rejection updates via email and SMS.
Publication of Paper: Once all documents are submitted, your paper is published without delay, and you can instantly download your certificate and confirmation letter online.
Frequency: Monthly (12 issue Annually).
Journal Type: IJNRD is an international open-access journal offering Low Cost Journal Publication, transparent Peer Review Journal Publication, Crossref DOI, and multidisciplinary research visibility under UGC CARE Approved Journal Publication.
Subject Category: Research Area
Approval, Licenses and Indexing: More Details
Call For Paper - Volume 11 | Issue 3 | March 2026
IJNRD.org offers low-cost journal publication starting at โน1570 with UGC CARE Approved, refereed, peer-reviewed, open-access publishing. This multidisciplinary monthly journal, available in both online and print formats, features a strong Google Scholar-based impact factor of 8.76, Transparent Peer Review, CrossRef DOI, global indexing, fast publication, and complete metadata for maximum research visibility and citation impact across multidisciplinary domains.
Volume 11 | Issue 3 | March 2026 | IJNRD Transparent Peer Review Certificate | Submit Paper Online
โญ UGC CARE Approved Refereed Journal | ๐ Transparent Peer Review | ๐ Open Access Publishing | ๐ฐ Low-Cost โน1570 | ๐ CrossRef DOI & Global Indexing | ๐ Google Scholar Impact Factor 8.76 | ๐งช Multidisciplinary | Online & Print
Submit Paper Online
