Australian companies are being penalised by the federal government's refusal to sign up to Chinese President Xi Jinping's $US1 trillion Belt and Road Initiative.

Deloitte China's Belt and Road leader Derek Lai said the the direct cost of the Australia's refusal to sign up may not be easy to quantify, but it impacted sectors including international education, tourism, the digital economy and general trade and investment.