Toyota's decision to cease manufacturing in Australia by the end of 2017 was largely influenced by economies of scale, high Australian dollar, and market competition. The company faced difficulties in producing a large number of cars at reduced costs due to open trade agreements, leading to increased costs and decreased competitiveness. As a result, Toyota, along with other major car manufacturers like Ford and Holden, decided to exit the Australian market.