Government initiatives and support as well as support from non-competitive industry players may also encourage adoption. For example, Scupola (2003) found that government interventions by way of subsidies, state support, financial incentives (e.g., tax breaks) and training encouraged e-service usage. Changes in public administration operations (e.g., using the Internet to provide citizen and company information or administer tax systems) were also found to encourage Internet adoption.