Adjusted tax basis refers to the value of an asset for tax purposes, reflecting its original cost adjusted for various factors like depreciation, improvements, and other deductions. Understanding this concept is crucial because it determines the capital gains or losses when the asset is sold, impacting overall tax liability and financial decision-making.