Using network science to understand the link between subjects and professions
Published in Computers in Human Behavior, 2020
Recommended citation: Farah Haneef, Rabeeh Abbasi, Muddassar Sindhu, Akmal Khattak, Muhammad Noor, Naif Aljohani, Ali Daud, Sachi Arafat, "Using network science to understand the link between subjects and professions." Computers in Human Behavior, 2020. http://www.sciencedirect.com/science/article/pii/S0747563219304479
Subjects studied by people often impact their careers. The relation between education and careers has been well studied by social scientists, however limited research on this relation is available in network science. Network science has emerged as a promising field to understand complex systems. We study the relation between education and careers from a network science perspective. In this research we propose methods from network science to understand the relation between the subjects studied by a person and the impact of these subjects on the career of the person. We model the relation between favorite subjects and careers using a network. The model helps in understanding the positive and negative contributions of certain subjects towards other subjects and careers. The results show that mathematics and English are the two basic subjects that are highly related to most of the professions. The detailed results are of particular significance for people associated with higher education and career development.