About the Authors

Omar Muhumed Maidhane

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

maidhane112@gmail.com

Affiliations School of Postgraduate Studies and Research, Amoud University, Borama, Somalia, Research and Innovation Center, Galkayo University, Galmudug, Somalia

Omran Salih

Roles Validation

Affiliations School of Postgraduate Studies and Research, Amoud University, Borama, Somalia, Institute of System Science, Durban University of Technology, Durban, South Africa

Abdisalam Hassan Muse

Roles Conceptualization, Data curation, Visualization

Affiliations School of Postgraduate Studies and Research, Amoud University, Borama, Somalia, Research and Innovation Center, Amoud University, Borama, Somalia

Abdirahman Omer Osman

Roles Conceptualization, Formal analysis, Investigation

Affiliation School of Postgraduate Studies and Research, Amoud University, Borama, Somalia

Muse H. Abdi

Roles Data curation, Formal analysis, Investigation

Affiliation School of Postgraduate Studies and Research, Amoud University, Borama, Somalia

Mahdi Hashi Hassan

Roles Methodology, Resources, Visualization

Affiliation School of Postgraduate Studies and Research, Amoud University, Borama, Somalia

Nur Mohamud Ali

Roles Conceptualization, Data curation, Formal analysis

Affiliation School of Postgraduate Studies and Research, Amoud University, Borama, Somalia

Shacban Abdilahi Elmi

Roles Conceptualization, Formal analysis, Investigation, Methodology

Affiliation School of Postgraduate Studies and Research, Amoud University, Borama, Somalia

Competing Interests

The authors have declared that no competing interests.