About the Authors

Zulfiqar Ali

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliations Govt College Peshawar, Peshawar, Pakistan, Department of Economics, University of Peshawar, Peshawar, Pakistan

Ikram Ullah

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Department of Economics, University of Malakand, Chakdara, Pakistan

Naila Nazir

Contributed equally to this work with: Naila Nazir, Muhammad Asif

Roles Conceptualization, Investigation, Resources, Supervision, Validation, Writing – review & editing

Affiliation Department of Economics, University of Peshawar, Peshawar, Pakistan

Muhammad Asif

Contributed equally to this work with: Naila Nazir, Muhammad Asif

Roles Formal analysis, Validation, Visualization, Writing – original draft, Writing – review & editing

m.asif@uom.edu.pk

Affiliation Department of Statistics, University of Malakand, Chakdara, Pakistan

Muhammad Azeem

Roles Data curation, Validation, Writing – review & editing

Affiliation Department of Statistics, University of Malakand, Chakdara, Pakistan

Competing Interests

The authors have declared that no competing interests exist.