Predicting Maternal and Neonatal Health A Global Look at Development and Population Indicators

Introduction

Key Findings from the Study

The study analyzed data from 149 countries between 2016 and 2018, focusing on relationships between health outcomes and development indices such as:

  • Maternal Mortality Ratio (MMR)
  • Neonatal Mortality Rate (NMR)
  • Under-5 Mortality Rate (U5MR)

Key development and demographic indicators included the Gender Gap Index (GGI), Human Capital Index, Life Expectancy, Total Fertility Rate, and Population Growth.

Maternal Mortality Factors

  • Positive Associations: Economic participation and total fertility rate were associated with higher maternal mortality.
  • Negative Associations: Educational attainment, human capital index, and life expectancy were linked with lower maternal mortality.

Neonatal Mortality Factors

  • Higher educational attainment, greater human capital, and longer life expectancy contributed to reduced neonatal mortality rates.
  • Improving education and healthcare access remains pivotal for neonatal survival.

Under-5 Mortality Factors

  • Similar to neonatal mortality, under-5 deaths were inversely related to educational attainment, human capital, and life expectancy.
  • Increased total fertility rates and economic participation correlated positively with higher under-5 mortality.

Broader Implications for Policy and Health Systems

The findings underline that improving maternal and neonatal health cannot be achieved by focusing solely on direct medical interventions. Instead, holistic social policies addressing:

  • Economic and educational equity
  • Human capital development
  • Gender parity

are essential for sustained improvement.

Countries must also strive to close disparities in healthcare access between urban and rural populations to meet SDG targets.

Conclusion

The journey towards reducing maternal and neonatal deaths globally involves balancing fertility rates, improving life expectancy, and enhancing educational outcomes. Policymakers must adopt multi-sectoral approaches to bridge the gaps in healthcare delivery and ensure a healthier future for mothers and children worldwide.

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