This statement is not true about impact of tax.
The impact of tax can be shifted in case of indirect tax. For instance, the custom duty is to be paid to the government by the importer of commodity, but is shifted to the ultimate consumer as it is charged from the consumer by including in the price. Thus, the impact of tax can be shifted.