About the Authors

Zython Paul T. Lachica

Contributed equally to this work with: Zython Paul T. Lachica, Johanna Marie Peralta

Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics, Physics, and Computer Science, University of the Philippines Mindanao, Davao City, Philippines

Johanna Marie Peralta

Contributed equally to this work with: Zython Paul T. Lachica, Johanna Marie Peralta

Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics, Physics, and Computer Science, University of the Philippines Mindanao, Davao City, Philippines

Eliezer O. Diamante

Roles Methodology, Validation, Visualization, Writing – review & editing

Affiliation Department of Mathematics, Physics, and Computer Science, University of the Philippines Mindanao, Davao City, Philippines

Lyre Anni E. Murao

Roles Funding acquisition, Project administration, Validation, Writing – review & editing

Affiliation Department of Biological Sciences and Environmental Studies, University of the Philippines Mindanao, Davao City, Philippines

May Anne E. Mata

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

memata@up.edu.ph

Affiliation Department of Mathematics, Physics, and Computer Science, University of the Philippines Mindanao, Davao City, Philippines

Pedro A. Alviola IV

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation School of Management, University of the Philippines Mindanao, Davao City, Philippines

Competing Interests

The authors have declared that no competing interests exist.