Analyzing account-level data from an account aggregator, we find that households increase consumption when they receive expected tax refunds, as if they face liquidity constraints. However, these same households smooth consumption when making payments in other years, primarily by transferring funds among liquid accounts. Even households carrying credit card debt smooth consumption when making payments, and even highly liquid households spend out of refunds. This behavior is inconsistent with pure liquidity constraints or hand-to-mouth behavior and is most consistent with a mental accounting life-cycle model.

For years, online retailers have maintained a price advantage over brick‐and‐mortar retailers by not collecting sales tax at the time of sale. Recently, several states have required that online retailer Amazon collect sales tax during checkout. Using transaction‐level data, we document that households living in these states reduced their Amazon purchases by 9.4% following the implementation of the sales tax laws, implying elasticities of –1.2 to –1.4. The effect is stronger for large purchases, where purchases declined by 29.1%, corresponding to an elasticity of –3.9. Studying competitors in the electronics field, we find some evidence of substitution toward competing retailers.