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USING ARTIFICIAL NEURAL NETWORKS FOR PREDICTING MATERNAL DEATHS AT CHITUNGWIZA CENTRAL HOSPITAL IN ZIMBABWE

Authors :
DR. SMARTSON. P. NYONI
MR. THABANI NYONI
DR. SMARTSON. P. NYONI
MR. THABANI NYONI
Source :
International Journal of Innovations in Engineering Research and Technology; Vol. 7 No. 07 (2020): IJIERT; 35-40; 2394-3696
Publication Year :
2021

Abstract

In this research paper, the Artificial Neural Network model has been used to model maternal deaths at Chitungwiza Central Hospital (CCH) in Zimbabwe. The study covers the period January 2012 to December 2019. The out-of-sample forecasts range over the period January 2020 to December 2021. The residual analysis of the model also further indicates that the model applied in this paper is stable and suitable for forecasting maternal deaths at CCH. The forecasts show a generally upwards trajectory of maternal death cases at CCH over the period January 2020 – December 2021. The paper offers a six-fold policy recommendation for use by the CCH health executive.

Details

Database :
OAIster
Journal :
International Journal of Innovations in Engineering Research and Technology; Vol. 7 No. 07 (2020): IJIERT; 35-40; 2394-3696
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1300179455
Document Type :
Electronic Resource