Using a unique dataset from an account aggregator, we analyze cross-sectional differences and within-household time-series variation in paycheck frequency. We find that higher paycheck frequency results in less credit card borrowing, less consumption, but more instances of financial distress — even when the change in paycheck frequency is employer-initiated. We find that pay frequency strongly determines within-month time patterns of financial distress. Our theoretical model reconciles these empirical results — higher paycheck frequency increases consumers’ willingness to allocate to illiquid savings vehicles, leading to a reduction in both consumption and within-paycycle borrowing.

Abstract How households shift spending across firms in response to income fluctuations is an important source of firm risk. Using transaction-level data, we study how households interact with the universe of retailers following income changes. We find that income increases within and across households result in substitution toward retailers in a category that are higher quality; smaller; more profitable; and have higher labor intensity, research and development (R&D) intensity, and equity betas. Although not all shifts are economically large, they do not average out across retailers. Thus, retailer choice has implications for key financial and macroeconomic outcomes, such as aggregate profitability and labor demand.

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. (JEL D12, E21, G51, H24, H31)

ABSTRACT 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.