1. School of Maritime Economics and Management, Dalian Maritime University, Dalian, PR China
2. Collaborative Innovation Center for Transport Studies of Dalian Maritime University, Dalian, PR China
3. Economic Studies, Federal Maritime Commission, Washington, DC, USA