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Title: :  ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS
PaperId: :  12285
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 4 2020
DUI:    16.0415/IJARIIE-12285
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. Smartson. P. NYONIUniversity of Zimbabwe, Harare, Zimbabwe
Thabani NYONIUniversity of Zimbabwe, Harare, Zimbabwe

Abstract

Economics
ANN, Forecasting, LBW, NBW, Newborn
In this study, ANN models were applied in analyzing birth weights, that is, Low Birth Weight (LBW) and Normal Birth Weight (NBW) in Chitungwiza urban district. The employed data covers the period January 2012 to December 2019 and the out-of-sample period ranges over the period January 2020 to December 2021. The residuals and forecast evaluation criteria of the applied models indicate that the models are adequate in predicting LBW and NBW incidence in Chitungwiza urban district over the out-of-sample period. The results of the study basically indicate that NBWs are always more than LBWs and this has been forecasted to persist into the out-of-sample period. In order to reduce LBW and increase the numbers of NBW, there is need to implement the suggested 4-fold policy recommendations.

Citations

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IJARIIE Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 4 2020 Page 613-626
MLA Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6.4(2020) : 613-626.
APA Dr. Smartson. P. NYONI, & Thabani NYONI. (2020). ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 6(4), 613-626.
Chicago Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 4 (2020) : 613-626.
Oxford Dr. Smartson. P. NYONI, and Thabani NYONI. 'ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, 2020, p. 613-626. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ANALYZING_NEWBORNS_WITH_LOW_AND_NORMAL_BIRTH_WEIGHT_IN_CHITUNGWIZA_URBAN_DISTRICT_IN_ZIMBABWE_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12285_doc_2_converted.pdf (Accessed : 19 July 2020).
Harvard Dr. Smartson. P. NYONI, and Thabani NYONI. (2020) 'ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 6(4), pp. 613-626IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ANALYZING_NEWBORNS_WITH_LOW_AND_NORMAL_BIRTH_WEIGHT_IN_CHITUNGWIZA_URBAN_DISTRICT_IN_ZIMBABWE_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12285_doc_2_converted.pdf (Accessed : 19 July 2020)
IEEE Dr. Smartson. P. NYONI, and Thabani NYONI, "ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, pp. 613-626, Jul-Aug 2020. [Online]. Available: http://ijariie.com/AdminUploadPdf/ANALYZING_NEWBORNS_WITH_LOW_AND_NORMAL_BIRTH_WEIGHT_IN_CHITUNGWIZA_URBAN_DISTRICT_IN_ZIMBABWE_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12285_doc_2_converted.pdf [Accessed : 19 July 2020].
Turabian Dr. Smartson. P. NYONI, and Thabani NYONI. "ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 4 (19 July 2020).
Vancouver Dr. Smartson. P. NYONI, and Thabani NYONI. ANALYZING NEWBORNS WITH LOW AND NORMAL BIRTH WEIGHT IN CHITUNGWIZA URBAN DISTRICT IN ZIMBABWE USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 19 July 2020]; 6(4) : 613-626. Available from: http://ijariie.com/AdminUploadPdf/ANALYZING_NEWBORNS_WITH_LOW_AND_NORMAL_BIRTH_WEIGHT_IN_CHITUNGWIZA_URBAN_DISTRICT_IN_ZIMBABWE_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie12285_doc_2_converted.pdf
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