Applications and challenges of simulation for healthcare operations management in Africa

This study identifies the applications and challenges of simulation for healthcare operations management in Africa using a systematic literature review and survey. Simulation has been used in Africa mainly to address problems of disease transmission and prevention and to analyze the effectiveness of diagnosis and/or treatment strategies. HIV and malaria have been studied widely using systems-dynamic, Monte Carlo, agent-based, and discrete-event simulation methods. However, the number of publications based on the first author’s affiliation revealed that out of the top 30 universities, only 5 of them are in Africa, to be specific in South Africa. This shows limited usage of simulation by researchers based in African universities. Besides, 58% of the survey participants, consisting of researchers with MSc (84%) and Ph.D. (10%) and 5–10 years of experience (70%), do not utilize their awareness of simulation for healthcare operation management due to a lack of organized data (71%), ICT infrastructure (69%), data security and privacy (68), ethical and responsible data use (65%), and attitudes of health professionals (63%). Besides, the lack of curricula on simulation in African universities, data sharing policy, awareness, and top management support have been limiting the adoption of simulation for healthcare operations management in Africa.

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Publication Details

Journal
Journal of the Operational Research Society
Published
2024-09-22
DOI
https://doi.org/10.1080/01605682.2024.2406243
Citations
2
Primary Topic
HIV/AIDS Impact and Responses
Type
article
Field-Weighted Citation Impact
2.26
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article

Applications and challenges of simulation for healthcare operations management in Africa

Stewart Robinson, Tesfamariam M. Abuhay, Mihret W. Tereda, Lomi E. Adane et al.
2 citations
Journal of the Operational Research Society
HIV/AIDS Impact and Responses
2.26
article

Applications and challenges of simulation for healthcare operations management in Africa

Stewart Robinson, Tesfamariam M. Abuhay, Mihret W. Tereda, Lomi E. Adane, Malefia D. Melesse
article en
2 citations

Abstract

This study identifies the applications and challenges of simulation for healthcare operations management in Africa using a systematic literature review and survey. Simulation has been used in Africa mainly to address problems of disease transmission and prevention and to analyze the effectiveness of diagnosis and/or treatment strategies. HIV and malaria have been studied widely using systems-dynamic, Monte Carlo, agent-based, and discrete-event simulation methods. However, the number of publications based on the first author’s affiliation revealed that out of the top 30 universities, only 5 of them are in Africa, to be specific in South Africa. This shows limited usage of simulation by researchers based in African universities. Besides, 58% of the survey participants, consisting of researchers with MSc (84%) and Ph.D. (10%) and 5–10 years of experience (70%), do not utilize their awareness of simulation for healthcare operation management due to a lack of organized data (71%), ICT infrastructure (69%), data security and privacy (68), ethical and responsible data use (65%), and attitudes of health professionals (63%). Besides, the lack of curricula on simulation in African universities, data sharing policy, awareness, and top management support have been limiting the adoption of simulation for healthcare operations management in Africa.

Journal of the Operational Research SocietyVol. 76(5)
Queen's University (CA), Newcastle University (GB), University of Gondar (ET)
Openalex Percentile: Top 7%
HIV/AIDS Impact and Responses
2.26
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Applications and challenges of simulation for healthcare operations management in Africa — Stewart Robinson, Tesfamariam M. Abuhay, et al. · Journal of the Operational Research Society (2024) | TGRS Research Map | TGRS