1. Department of Geography and Rural Development, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
2. Regional Transport Research and Education Centre, Kumasi (TRECK),Kwame Nkrumah University of Science & Technology, Kumasi, Ghana
3. Public Health Unit, Komfo Anokye Teaching Hospital, Kumasi, Ghana