The rationale for depreciating assets in business is based on the reduction in their value over time due to wear and tear, with depreciation being treated as a non-cash expense that can lead to increased funds for capital formation. The rules for depreciation are consistent across all taxpayers, ensuring fairness. Additionally, the chosen method of depreciation can influence a company's revenue outcomes.