Call for Papers:Vol.10 Issue.6

Submission
Last date		 30-Dec-2024
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-10,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Spatial Modeling of Risk Factors of Maternal Mortality in Kenya
PaperId: :  20469
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20469
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
James Fundi NyagaJKUAT, Nairobi, Kenya
Anthony Kibira WanjoyaJKUAT, Nairobi, Kenya
Boniface Miya MalenjeJKUAT, Nairobi, Kenya

Abstract

Statistics and Actuarial Science
Maternal Mortality, Spatial Modelling
Spatial modeling is important for conducting geospatial analysis to understand the world and guide decision-making. This study conducts spatial modeling of risk factors of maternal mortality. Spatial means that each data item has a geographical reference. Perinatal and maternal mortality are significant health concern among nations. The specific objectives are to estimate the national and county prevalence of maternal mortality in Kenya, to identify the most influential risk factors associated with maternal mortality in Kenya, and to model spatial variations of maternal mortality and produce a Kenyan atlas of maternal mortality by county. Secondary data was sourced from KNBS and Africa open Data for the 2019 KPHC and Kenyan Counties shape files, respectively. The study used maternal death as the dependent variable. The study considered four models: the logistic regression, the normal unstructured heterogeneity (UH) random effects, ICAR Spatial random effects, and the convolution model. Best subset selection was achieved using the forward stepwise selection method, where the best model was determined using AIC. The study compared the spatial models using the DIC. The study estimated the models using the Bayesian approach. The descriptive results revealed that countrywide, maternal mortality has a prevalence of 10.7%. The comparison results showed that the convolution model performed better than the logistic regression, normal UH random effects, and ICAR spatial random effects models. The study concluded that Wajir, Mandera, Laikipia, Nyandarua, Nyeri, Tharaka Nithi, Elgeyo Marakwet, Siaya, and Migori had the greatest prevalence indices. Isiolo, Embu, and Machakos had the lowest Maternal Mortality prevalence indices. The coun-ties with considerably low risks of maternal mortality included Isiolo, Embu, and Machakos, The counties with moderate risks of maternal mortality included West Pokot, Narok, and Lamu.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. "Spatial Modeling of Risk Factors of Maternal Mortality in Kenya" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 2401-2417
MLA James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. "Spatial Modeling of Risk Factors of Maternal Mortality in Kenya." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 2401-2417.
APA James Fundi Nyaga, Anthony Kibira Wanjoya, & Boniface Miya Malenje. (2023). Spatial Modeling of Risk Factors of Maternal Mortality in Kenya. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 2401-2417.
Chicago James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. "Spatial Modeling of Risk Factors of Maternal Mortality in Kenya." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 2401-2417.
Oxford James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. 'Spatial Modeling of Risk Factors of Maternal Mortality in Kenya', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 2401-2417. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Spatial_Modeling_of_Risk_Factors_of_Maternal_Mortality_in_Kenya_ijariie20469.pdf (Accessed : 19 September 2024).
Harvard James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. (2023) 'Spatial Modeling of Risk Factors of Maternal Mortality in Kenya', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 2401-2417IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Spatial_Modeling_of_Risk_Factors_of_Maternal_Mortality_in_Kenya_ijariie20469.pdf (Accessed : 19 September 2024)
IEEE James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje, "Spatial Modeling of Risk Factors of Maternal Mortality in Kenya," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 2401-2417, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Spatial_Modeling_of_Risk_Factors_of_Maternal_Mortality_in_Kenya_ijariie20469.pdf [Accessed : 19 September 2024].
Turabian James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. "Spatial Modeling of Risk Factors of Maternal Mortality in Kenya." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (19 September 2024).
Vancouver James Fundi Nyaga, Anthony Kibira Wanjoya, and Boniface Miya Malenje. Spatial Modeling of Risk Factors of Maternal Mortality in Kenya. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 19 September 2024]; 9(3) : 2401-2417. Available from: https://ijariie.com/AdminUploadPdf/Spatial_Modeling_of_Risk_Factors_of_Maternal_Mortality_in_Kenya_ijariie20469.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 9/19/2024 5:39:05 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Assessing Entrepreneurship Potential Among Generation Z Educational StudiesMohammed Anzil Ali Download
Spatial Modeling of Risk Factors of Maternal Mortality in KenyaStatistics and Actuarial ScienceJames Fundi Nyaga Download
Analysis of a Queuing System in a National Museum using Monte Carlo simulation.Statistics and Actuarial ScienceOdongo Obwori Batholomew Download
Impact of Menstruation on consumer behaviorStatistics, consumer behaviorKrish Shah Download
Changing Pattern of Urbanization in Uttar PradeshStatisticsVishwas Tiwari Download
DISCOVERY ON BEAL’S CONJECTURESTATISTIC AND ECONOMYIdriss Olivier BADO Download
APPLICATION OF STATISTICAL TOOLS IN SOCIAL SCIENCE RESEARCH – A COMPARATIVE STUDY BETWEEN PARAMETRIC TEST AND NON-PARAMETRIC TESTSOCIAL SCIENCES. KULOTHUNGA PANDIAN Download
The Effects of Multicollinearity in Ordinary Least Squares (OLS) EstimationStatisticsWeeraratne N.C. Download