Utilizing Forecasted Values of Annual Neonatal Mortality Rate Calculated By the ARIMA Model to Inform Neonatal Health Policies and Interventions in Portugal
Abstract
This study uses annual time series data on
neonatal mortality rate (NMR) for Portugal from 1960 to 2019 to predict future
trends of NMR over the period 2020 to 2030. Unit root tests have shown that the
series under consideration is an I (2) variable. The optimal model based on AIC
is the ARIMA (3,2,5) model. The study findings showed that neonatal mortality
is expected to slightly increase but will remain below 5 deaths per 1000 live
births throughout the forecast period. We, therefore encourage the Portuguese
government to identify and address current significant predictors of neonatal
mortality across the country.
Country : Zimbabwe
1 Dr. Smartson. P. NYONI2 Thabani NYONI
ZICHIRe Project, University of Zimbabwe, Harare, Zimbabwe
Independent Researcher & Health Economist, Harare, Zimbabwe
IRJIET, Volume 7, Issue 8, August 2023 pp. 422-429
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