1. School of Science and the Environment Corner Brook, Memorial University, St. John’s, Newfoundland, Canada
2. Department of Geography Education, Faculty of Social Sciences Education, University of Education, Winneba, Winneba, Ghana
3. Institute of Statistical, Social and Economic Research, University of Ghana, Accra, Ghana