A Study on Alzhemier Disease in Takum, Taraba State, Nigeria: An ARIMA Model Approach

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Clement Akobi
Danjuma Idi
Ibrahim Michael
Mathew Stephen

Abstract

Alzheimer’s disease, a progressive neurodegenerative disorder, represents a significant and growing public health burden, particularly as life expectancy increases worldwide. In sub-Saharan Africa, including Nigeria, the disease's prevalence is rising due to aging populations and urbanized lifestyles that elevate risk factors for cognitive decline. This study investigates the trends and projected incidence of Alzheimer’s disease in Takum, Taraba State, Nigeria. The research utilizes patient records from General Hospital Takum, spanning from 2012 to 2021. Following diagnostic tests and data transformations, the ARIMA(1,2,0) model was selected as the best fit for predicting future case counts. The findings reveal a steady increase in Alzheimer’s cases, consistent with global patterns, highlighting the need for proactive measures in healthcare planning. The study thus recommends the need for increased public awareness, investment in diagnostic infrastructure, and support systems for caregivers.

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Article Details

How to Cite
Akobi, C., Idi, D., Michael, I., & Stephen, M. (2024). A Study on Alzhemier Disease in Takum, Taraba State, Nigeria: An ARIMA Model Approach. Mikailalsys Journal of Mathematics and Statistics, 3(1), 42-57. https://doi.org/10.58578/mjms.v3i1.4113

References

Adeoye, O. A., Ojo, O. A., & Ogunsanwo, O. (2020). Predicting Alzheimer’s Disease Prevalence in Nigeria. Journal of Public Health in Africa, 11(1), 55-62. doi:10.4081/jphia.2020.839.

Alzheimer’s Association. (2023). What is Alzheimer’s Disease?. Retrieved from https://www.alz.org

Bateman, R. J., Xiong, C., Fagan, A. M., et al. (2019). Clinical and Biomarker Changes in Dominantly Inherited Alzheimer’s Disease. New England Journal of Medicine, 380(24), 2279-2280. doi:10.1056/NEJMoa1903383.

Chan, C. K., van Hout, H. P., & Hart, D. (2022). Longitudinal Trends in Alzheimer’s Disease Diagnosis. Journal of the American Geriatrics Society, 70(4), 903-912. doi:10.1111/jgs.17657.

Clement A. & Ogunmola A. (2024). Application of ARIMA methods on unemployment and inflation rates in Nigeria. ALSYS, 4(6), 722-741. https://doi.org/10.58578/alsys.v4i6.3580

Jack, C. R., Bennett, D. A., Blennow, K., et al. (2018). The Role of Biomarkers in Alzheimer’s Disease Diagnosis. Nature Reviews Neurology, 14(10), 607-624. doi:10.1038/s41582-018-0060-8.

Jack, C. R., et al. (2018). NIA-AA Research Framework: Toward a Biological Definition of Alzheimer’s Disease. Alzheimer's & Dementia, 14(4), 535–562.

Kandel, M., McCarthy, R., & Ball, H. (2020). Statistical Modeling of Alzheimer’s Disease Incidence. Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association, 16(7), 942-951. doi:10.1002/alz.12115.

Mathew, S., & Idi, D. (2024). Statistical Model for the Occurrence of Typhoid Fever in Takum, Taraba State, Nigeria: An Arima Model Approach. ALSYS, 4(6), 722-741. https://doi.org/10.58578/alsys.v4i6.3580

National Institute on Aging. (2023). Alzheimer's Disease Fact Sheet. Retrieved from https://www.nia.nih.gov

Prince, M., Wimo, A., Guerchet, M., Ali, G.-C., Wu, Y.-T., & Prina, M. (2015). World Alzheimer Report 2015 - The Global Impact of Dementia: An analysis of prevalence, incidence, cost and trends. Alzheimer’s Disease International.

World Health Organization. (2023). Dementia and Alzheimer’s Disease Overview. Retrieved from https://www.who.int


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