Science1 publisherNot yet confirmed elsewhere3 min readPublished
Classic mental accounting effects hold up across 5,589 people in 21 countries
University of Padova researchers found classic mental accounting effects across 5,589 people in 21 countries in the first large-scale replication test. Pricing and incentive designs built on the effect keep their evidence, though that evidence comes from answers to hypothetical scenarios.
The Scientist · Science desk

What happened
- Participants answered online scenarios, including whether a $5 saving counts the same on a $10 item as on a $100 one.
- Age, education and household income were not associated with mental accounting effects.
- Columbia's Kai Ruggeri, the study's senior expert, said the spread of automated digital payments made a large test necessary.
Compiled by The ScientistSomething wrong?How this is made
Why it matters
- constraint Discount framing that relies on relative savings, such as $5 off a cheap item seeming worth more, gets thinner support from this study in lower-income markets.
- constraint Citing the study as proof that digital payments left spending habits intact goes past it, since the evidence is answers to hypothetical online scenarios.
- decision Effects differ between setting and evaluating prices, so a pricing team trying framings on its own staff is testing a different condition from the one its buyers face.
- exposure FSA holders who wait for the year-end deadline may pay a premium on eligible goods, according to Ruggeri, who says retailers know the pattern.
A shopper who treats money as money should value a $5 saving the same whether the item costs $10 or $100 [9]. Mental accounting predicts otherwise, because people judge outcomes against subjective accounts that drift from objective values [5]. The Padova team gave participants that task in an online survey, along with others such as choosing between identical products at identical prices in different stores [3][8]. Each version was in the local language, with money amounts scaled to the country's gross national product [10]. The scaling is the key design choice. Without it, $5 would be a bigger or smaller gain in each economy, and any cross-country difference could come from the prices alone.
This is the first large-scale test of whether the concept replicates and generalises [2]. The sample averages about 266 people per country [17]. The press account of the paper, published in the Journal of Consumer Research [4], does not report effect sizes or per-country samples, so it is not possible to say from it how large the replicated effects are.
The income result is the most interesting one, and the least settled. Effects were weaker in lower-income countries [11]. The researchers give two readings. Part of the gap may come from history: mental accounting was first studied in higher-income countries [12]. Or people with less discretionary income may be more sensitive to money in any context, treating an amount the same in a small purchase or a large one [13]. That second reading sits awkwardly beside another finding. Household income was not associated with mental accounting, and neither were age or education [14]. If scarcity drove the gap, I'd expect it to show up within countries as well as between them.
Digital payments were the reason to run the test now. Overtime pay and tax rebates now usually arrive the same way, by direct deposit, and the researchers were unsure the concept would hold up [6]. "Considering major changes in how we receive and spend money, especially with the proliferation of automated digital payments, a large, robust study of the concept of mental accounting was not only appropriate, it was necessary," Ruggeri said [7].
The thing this doesn't tell you is whether payment technology changed anything. The tasks described test how people value savings and prices in hypothetical scenarios [8][9]. The overtime-versus-refund split, where money is labelled by where it came from, is how the concept is usually explained [5]. What the study establishes is that people surveyed in the direct-deposit era still give the classic answers [1][6].
In my view that is enough support for pricing and incentive designs built on these effects in higher-income markets [1][11]. Two conditions apply: the evidence is stated choice, and it is thinner where incomes are lower [8][11]. The effects also moved with social context, with whether people decided for themselves or for someone else, and with whether they were setting a price or evaluating one [15].
Ruggeri's own example, offered as an illustration of the concept, is the flexible spending account. Early in the year people put off buying glasses or medicines even with money in the account. Near the deadline they see the money as already spent, and buy [16]. "If we need these glasses or medications in July, buying them in December is not optimal. Additionally, retailers know about this behavior and may charge a premium for FSA-eligible products as annual deadlines approach, meaning we might pay even more," he said [18].
What to watch
- Per-country effect sizes in the full Journal of Consumer Research paper, to see how large the replicated effects are against the original studies.
- A field study on real transaction data comparing how people treat money that arrives by direct deposit with money that arrives other ways.
- Within-country analyses in lower-income countries that separate the scarcity explanation from the fit of the original scenarios.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence50
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
A new study of 5,589 participants across 21 countries finds evidence that the concept of mental accounting still holds true.
- [2]
The study is the first large-scale test of mental accounting's replicability and generalizability.
- [3]
Giulia Priolo, Federica Stablum and Enrico Rubaltelli, all of the University of Padova, Italy, led the study; Kai Ruggeri, professor of health policy and management at Columbia University Mailman School of Public Health, served as a senior expert.
- [4]
The findings appear in the Journal of Consumer Research (2026), titled 'The Robustness of Mental Accounting Across 21 Countries'.
- [5]
Mental accounting posits that consumers make decisions based on subjective accounts that diverge from objective financial values; for example, a $100 overtime check is perceived differently from a $100 tax refund, one as earned and the other as a discretionary bonus.
- [6]
The researchers were uncertain whether mental accounting would hold up now that technology has changed people's relationship with money; the norm now is to receive both overtime pay and tax rebates via direct deposit.
- [7]
"Considering major changes in how we receive and spend money, especially with the proliferation of automated digital payments, a large, robust study of the concept of mental accounting was not only appropriate, it was necessary,"
ReportedSupportedSource: Kai Ruggeri, Columbia University Mailman School of Public HealthView cited source - [8]
In the online survey, participants responded to several scenarios, such as making consumer decisions about identical products and prices but at different stores.
- [9]
Classic measures tested whether saving the same amount on a product, for example $5, had the same result if the total cost was $10 or $100.
- [10]
The survey was completed in local languages, with monetary values in scenarios adjusted relative to the country's gross national product.
- [11]
Mental accounting effects were weaker in lower-income countries than in higher-income countries.
- [12]
The researchers say the weaker effects in lower-income countries may be partly because mental accounting was originally studied in higher-income countries.
- [13]
The researchers say the gap may indicate that individuals with less discretionary income are more sensitive to monetary values regardless of context, treating amounts similarly whether part of major or small purchases.
- [14]
Age, education and household income were not associated with mental accounting.
- [15]
Mental accounting effects varied by social context (individual vs. interactive decisions), decision perspective (deciding for self vs. other) and role in price determination (setting vs. evaluating prices).
- [16]
Ruggeri's example: with flexible spending accounts, consumers early in the year avoid health purchases such as glasses or medicines even with money in the account, and closer to year end see the money as already spent and are more likely to buy.
- [17]
The sample averages about 266 participants per country.
- [18]
"If we need these glasses or medications in July, buying them in December is not optimal. Additionally, retailers know about this behavior and may charge a premium for FSA-eligible products as annual deadlines approach, meaning we might pay even more,"
Sources
1 independent publisher whose own reporting we read for this story.
- phys.orgThe mind of money: Mental accounting theory checks out
1 article · October 7, 2026
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