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Report
Personality Traits and Financial Outcomes
Surveys indicate that about 4.5 percent of US households do not have a bank account and about one-quarter do not own any credit cards. Among credit cardholders, revolving credit card debt (carrying unpaid balances) is common. Using data from the 2021 Survey and Diary of Consumer Payment Choice and the University of Southern California’s Understanding America Study, this paper looks at whether self-reported personality traits have a significant effect on these financial outcomes when the analysis considers consumers’ income, demographics, and financial literacy. Specifically, it studies ...
Working Paper
Payment discounts and surcharges: the role of consumer preferences
We use new data from the 2015 Diary of Consumer Payment Choice to analyze price discounts and surcharges based on the payment method used for transactions. We examine consumer preferences for specific payment instruments and test whether consumer demand for payment instruments is price elastic. Specifically, we test whether consumers are likely to deviate from their preferred methods in order to get a discount or to avoid a surcharge. We find that the occurrence of price incentives is low, but consumers who preferred other payment methods had an 11.7 percent probability of switching to cash ...
Working Paper
Optimal recall period length in consumer payment surveys
Surveys in many academic fields ask respondents to recall the number of events that occurred over a specific period of time with the goal of learning about the mean frequency of these events among the population. Research has shown that the choice of the recall period, particularly the length, affects the results by influencing the cognitive recall process. We combine experimental recall data with use data to learn about this relationship in the context of consumer payments, specifically for the mean frequency of use of the four most popular payment instruments (cash, credit card, debit card, ...
Working Paper
Consumer Payment Choice for Bill Payments
Why do US consumers pay their bills the way they do? Using data from a recent diary of consumer payment behavior, we find that the type of bill consumers are paying and how they are paying (online or automatically) are important factors in determining the payment method, in addition to the dollar value of the bill and the demographic and income profile of the individual who is paying. In contrast, dollar value and demographic attributes are found to be the most important factors determining the payment instrument chosen for purchases. Consumer choices for bill payments are somewhat ...
Working Paper
Credit card debt and consumer payment choice: what can we learn from credit bureau data?
We estimate a two-stage Heckman selection model of credit card adoption and use with a unique dataset that combines administrative data from the Equifax credit bureau and self-reported data from the Survey of Consumer Payment Choice, a representative survey of US consumers. Even though the survey data from the borrowers vary somewhat from the data provided by the lenders, the results based on the merged data are qualitatively similar to those based exclusively on self-reported surveys. This finding suggests that if administrative data are not available, it might be sufficient to use survey ...
Report
Consumer Payment Choice for Bill Payments
Why do U.S. consumers pay their bills the way they do? Using data from a recent diary of consumer payment behavior, we find that the type of bill consumers are paying and how they are paying (online or automatically) are important factors in determining the payment method, in addition to the dollar value of the bill and the demographic and income profile of the individual who is paying. In contrast, dollar value and demographic attributes are found to be the most important factors determining the payment instrument chosen for purchases. Consumer choices for bill payments are somewhat ...
Working Paper
Merchant Steering of Consumer Payment Choice
This paper investigates the degree to which merchants influence consumers' choice of how they pay for transactions. Using data from the Survey and Diary of Consumer Payments Choice, we examine consumers' adherence to their preferred payment method when making in-person transactions. We also investigate whether merchants are able to steer consumers away from their preferred payment method. We characterize preferences for paying with cash or cards according to consumers' income, level of education, and employment status. We find that consumers make most payments with their preferred method. ...
Working Paper
Merchant Steering of Consumer Payment Choice
This paper investigates the degree to which merchants influence consumers’ choice of how they pay for transactions. Using data from the Survey and Diary of Consumer Payments Choice, we examine consumers’ adherence to their preferred payment method when making in-person transactions. We also investigate whether merchants are able to steer consumers away from their preferred payment method. We characterize preferences for paying with cash or cards according to consumers’ income, level of education, and employment status. We find that consumers make most payments with their preferred ...
Working Paper
Consumer Payment Behavior by Income and Demographics
Despite the introduction of an array of innovations and new payment options for consumers over the last decade, income and demographics remain significant predictors of payment behavior. Using data from a 2023 consumer payments diary, we find that income, age, and education are significant predictors of which payment instruments consumers adopt and use. These associations hold not only for traditional payment instruments—cards and paper—but also for innovations such as mobile apps; buy now, pay later (BNPL); and cryptocurrency. In 2023, less educated consumers were significantly less ...
Working Paper
Credit Card Debt Puzzle: Liquid Assets to Pay Bills
Using transaction data from a US consumer payments diary, we revisit the credit card debt puzzle—a scenario in which consumers revolve credit card debt while also keeping liquid assets as bank account deposits. This scenario is very common: 42 percent of consumers in our sample were borrower-savers in 2019 (those who carry $100 or more in credit card debt and $100 or more in liquid assets). We explain the puzzle by showing that consumers need their liquid assets to pay monthly bills and other necessary expenses, including mortgage or rent. More than 80 percent of bills by value were paid ...