However, it may not be totally bleak, with the ANZ forecasting a minor upward revision in the non-mining outlook.
"Business conditions are improving, capacity utilisation rates are trending upward, and profitability is solid," Ms Emmett said.
"This, combined with low interest rates and high corporate cash holdings, should provide support for a pickup."