Forecasting Fertility, Family Planning, And Maternal Health Indicators in India: Evidence from Five Rounds of the National Family Health Survey

India has experienced substantial improvements in fertility, family planning, and maternal healthcare over the past three decades. This study analyses trends in key reproductive and maternal health indicators using data from the five completed rounds of the National Family Health Survey (NFHS-1 to NFHS-5) and projects their likely status in NFHS-6. Multiple regression models, including linear, polynomial, exponential, logarithmic, and power models, were evaluated, and the best-fitting model for each indicator was selected based on the coefficient of determination (R²). The findings project a continued decline in the Total Fertility Rate, accompanied by increasing contraceptive prevalence and greater adoption of modern contraceptive methods. The unmet need for family planning is expected to decline further, while institutional births and skilled birth attendance are projected to approach universal coverage. However, female sterilization is likely to remain the predominant contraceptive method, whereas male sterilization is projected to remain extremely low, highlighting persistent gender disparities in family planning. The study demonstrates the usefulness of statistical forecasting for anticipating future reproductive health trends and supporting evidence-based policymaking. The findings have important implications for strengthening family planning services, promoting balanced contraceptive choices, increasing male participation in reproductive health, and improving maternal healthcare. By integrating fertility, family planning, and maternal health indicators within a single analytical framework, the study contributes to the achievement of Sustainable Development Goals 3 (Good Health and Well-being) and 5 (Gender Equality) and provides valuable evidence for future public health planning in India.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-17
DOI
https://doi.org/10.5281/zenodo.21979344
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

Forecasting Fertility, Family Planning, And Maternal Health Indicators in India: Evidence from Five Rounds of the National Family Health Survey

Ankit Bhojak, Dr. Hiral Jani
Zenodo (CERN European Organization for Nuclear Research)
Global Maternal and Child Health
article

Forecasting Fertility, Family Planning, And Maternal Health Indicators in India: Evidence from Five Rounds of the National Family Health Survey

Ankit Bhojak, Dr. Hiral Jani
article en

Abstract

India has experienced substantial improvements in fertility, family planning, and maternal healthcare over the past three decades. This study analyses trends in key reproductive and maternal health indicators using data from the five completed rounds of the National Family Health Survey (NFHS-1 to NFHS-5) and projects their likely status in NFHS-6. Multiple regression models, including linear, polynomial, exponential, logarithmic, and power models, were evaluated, and the best-fitting model for each indicator was selected based on the coefficient of determination (R²). The findings project a continued decline in the Total Fertility Rate, accompanied by increasing contraceptive prevalence and greater adoption of modern contraceptive methods. The unmet need for family planning is expected to decline further, while institutional births and skilled birth attendance are projected to approach universal coverage. However, female sterilization is likely to remain the predominant contraceptive method, whereas male sterilization is projected to remain extremely low, highlighting persistent gender disparities in family planning. The study demonstrates the usefulness of statistical forecasting for anticipating future reproductive health trends and supporting evidence-based policymaking. The findings have important implications for strengthening family planning services, promoting balanced contraceptive choices, increasing male participation in reproductive health, and improving maternal healthcare. By integrating fertility, family planning, and maternal health indicators within a single analytical framework, the study contributes to the achievement of Sustainable Development Goals 3 (Good Health and Well-being) and 5 (Gender Equality) and provides valuable evidence for future public health planning in India.

Zenodo (CERN European Organization for Nuclear Research)
Gender equality
Openalex Percentile: Top 6%
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.