The evidence on how children learn money, in one place, in order, in plain language: what the research says, when habits form, how literacy is measured, what it costs not to have it, what policy has done, and which ways of teaching take. Every volume is a real source, cited, with one line on what it found and one on why it matters. Curated, not collected.
Nine shelves, numbered FL 100 to FL 900 the way a library would; the colour of a spine tells you what kind of source it is before you pull it. Meta-analyses sit next to the trials they summarise, the datasets next to the surveys that produced them, and the critics (FL 807, FL 808) next to the champions, because a library that omits them is marketing. Sources marked Find the source link to a search when a stable address could not be confirmed, so nothing here is a dead link.
The shelves
100 Foundations and definitions (8)
200 Childhood and habit formation (10)
300 Does financial education work? (16)
400 Measurement and assessment (12)
500 Financial literacy statistics (10)
600 The cost of not knowing (9)
700 Policy and mandates (5)
800 Practice: games, simulations, stories, accounts (8)
900 Coverage and commentary (3)
Last updated 20 September 2026. Reviewed quarterly.
In brief. Financial literacy is the knowledge, skill and behaviour needed to make sound money decisions; the OECD puts behaviour inside the definition itself, and the CFPB defines the goal as financial well-being: control day to day, capacity for a shock, being on track, and freedom to choose. Which definition you pick decides what you measure.
Lusardi A, Mitchell OS · 2014 · Journal of Economic Literature 52(1)
Found: The reference survey of the field: financial literacy is low worldwide, unevenly distributed, and strongly associated with planning, saving and wealth outcomes.
Why it matters: The single best starting point for anyone new to the literature; it frames every study that follows.
Peer-reviewed§ linkOpen the source ↗Huston SJ · 2010 · Journal of Consumer Affairs 44(2)
Found: Reviewed 71 studies and found that most measured financial literacy without defining it, and few reported reliability or validity.
Why it matters: The measurement problem the field still has, stated first and clearly.
Peer-reviewed§ linkOpen the source ↗Remund DL · 2010 · Journal of Consumer Affairs 44(2)
Found: Financial literacy has been defined at least five different ways: knowledge, communication ability, aptitude, skill in decisions, and confidence in planning.
Why it matters: Which definition you choose decides what you measure; the FLIQ Score™ chooses decisions.
Peer-reviewed§ linkOpen the source ↗Consumer Financial Protection Bureau · 2015 · CFPB report
Found: Defines financial well-being as four things: control over day-to-day finances, capacity to absorb a shock, being on track for goals, and freedom to make choices; ties it to skills and behavior rather than knowledge alone.
Why it matters: The outcome the whole enterprise is supposed to produce, defined by the regulator.
Report§ linkOpen the source ↗Jump$tart Coalition & Council for Economic Education · 2021 · Standards, 6 topics, benchmarks at grades 4, 8 and 12
Found: Ninety-five standards across Earning Income, Spending, Saving, Investing, Managing Credit and Managing Risk.
Why it matters: The map every U.S. curriculum is judged against, including Financial Foundations™.
Standard§ linkOpen the source ↗OECD · 2020 · OECD legal instrument
Found: Financial literacy is defined as the combination of awareness, knowledge, skill, attitude and behaviour necessary to make sound financial decisions.
Why it matters: The international definition puts behaviour in the definition itself.
Policy§ linkOpen the source ↗Lusardi A, Mitchell OS · 2011 · Journal of Pension Economics and Finance 10(4)
Found: Using three simple questions on interest, inflation and risk diversification, financial illiteracy is widespread in every country studied, and highest among the young, the old, women and the less educated.
Why it matters: The 'Big Three' questions that made cross-country comparison possible.
Peer-reviewed§ linkOpen the source ↗Sherraden MS · 2013 · In Financial Capability and Asset Development (Oxford University Press)
Found: Financial capability requires both the ability to act (knowledge, skills) and the opportunity to act (access to appropriate products).
Why it matters: Explains why a curriculum alone cannot produce capability: the child needs somewhere real to practise.
Book§ linkFind the source ↗In brief. Money habits form early. A Cambridge review for the U.K. Money Advice Service found the approaches that underpin adult money behaviour are largely set by about age seven, and a 1,000-child cohort followed to age 32 showed childhood self-control predicting adult income, savings and debt independent of IQ and class. Family modelling matters more than deliberate teaching.
Whitebread D, Bingham S · 2013 · University of Cambridge for the Money Advice Service
Found: The habits and approaches that underpin adult money behaviour, including delay of gratification and planning, are substantially formed by about age seven.
Why it matters: The reason Financial Foundations™ begins in kindergarten.
Report§ linkFind the source ↗Mischel W, Shoda Y, Rodriguez ML · 1989 · Science 244(4907)
Found: Preschoolers' ability to wait for a larger reward predicted cognitive and social competence in adolescence.
Why it matters: The original marshmallow studies: the earliest evidence that a money-relevant disposition is visible in early childhood.
Peer-reviewed§ linkOpen the source ↗Watts TW, Duncan GJ, Quan H · 2018 · Psychological Science 29(7)
Found: In a larger, more diverse sample, the association between early delay and later achievement was much smaller and mostly explained by family background.
Why it matters: The correction to the marshmallow story: circumstance matters as much as disposition, which is why a score must never be read as a verdict on a child.
Peer-reviewed§ linkOpen the source ↗Moffitt TE, Arseneault L, Belsky D, et al. · 2011 · Proceedings of the National Academy of Sciences 108(7)
Found: In a cohort of 1,000 children followed to age 32, childhood self-control predicted adult financial outcomes (income, savings, home ownership, debt problems) independent of IQ and social class.
Why it matters: Self-control in childhood is a financial variable, and it can be taught.
Peer-reviewed§ linkOpen the source ↗Consumer Financial Protection Bureau · 2016 · CFPB research report
Found: Three building blocks develop in sequence: executive function (ages 3–5), financial habits and norms (6–12), and financial knowledge and decision-making skills (13–21).
Why it matters: A developmental sequence for a K–12 curriculum, from the regulator.
Report§ linkOpen the source ↗Kim J, Chatterjee S · 2013 · Journal of Financial Counseling and Planning 24(1)
Found: Young adults who had a bank account or whose parents discussed money with them as children showed better financial behaviour.
Why it matters: Two cheap interventions, an account and a conversation, with measurable adult effects.
Peer-reviewed§ linkFind the source ↗Gudmunson CG, Danes SM · 2011 · Journal of Family and Economic Issues 32
Found: Most financial socialization happens implicitly, through family interaction, rather than through deliberate teaching.
Why it matters: The car and the store, not the classroom: why the family letter matters.
Peer-reviewed§ linkOpen the source ↗Webley P, Nyhus EK · 2006 · Journal of Economic Psychology 27(1)
Found: Parental behaviour and orientation toward the future were associated with children's saving behaviour and later adult economic behaviour.
Why it matters: Saving is modelled before it is taught.
Peer-reviewed§ linkOpen the source ↗Otto A · 2013 · Economics of Education Review 33
Found: Children's saving develops with self-regulation, understanding of the future, and parental scaffolding.
Why it matters: Saving is a developmental skill with a timetable, not a lecture topic.
Peer-reviewed§ linkOpen the source ↗Berti AE, Bombi AS · 1988 · Cambridge University Press
Found: Children build their understanding of money, work, prices and banks in identifiable stages between roughly ages 4 and 14.
Why it matters: The developmental stages a band structure has to respect.
Book§ linkFind the source ↗In brief. Yes, with limits. The largest meta-analysis (76 randomized trials, 160,000+ participants) finds financial education improves both knowledge and behaviour, with the behavioural effect smaller. Effects decay unless instruction sits close to the decision, and school mandates change adult credit outcomes only when implemented with standards, training and assessment.
Kaiser T, Lusardi A, Menkhoff L, Urban C · 2022 · Journal of Financial Economics 145(2)
Found: Across 76 randomized experiments with more than 160,000 participants, financial education has positive average effects on knowledge and on behaviour, with the behavioural effect smaller.
Why it matters: The strongest evidence that education changes what people do, and the size of the gap between knowing and doing.
Meta-analysis§ linkOpen the source ↗Fernandes D, Lynch JG, Netemeyer RG · 2014 · Management Science 60(8)
Found: Across 201 studies, interventions explained about 0.1% of the variance in financial behaviour, with effects decaying within 20 months; 'just-in-time' education is proposed instead.
Why it matters: The most-cited sceptical result, and the reason a measure of decisions matters more than a test of recall.
Meta-analysis§ linkOpen the source ↗Kaiser T, Menkhoff L · 2017 · World Bank Economic Review 31(3)
Found: Across 126 studies, financial education improves literacy and behaviour; effects are weaker for low-income participants and for borrowing behaviour, and depend on intensity and timing.
Why it matters: When and how much matters: dosage and timing are design variables.
Meta-analysis§ linkOpen the source ↗Kaiser T, Menkhoff L · 2020 · Economics of Education Review 78
Found: School-based financial education has sizeable effects on financial knowledge and smaller but positive effects on behaviour; longer and more intensive programs do better.
Why it matters: The school-specific evidence, and the case for a sequence over a one-off.
Meta-analysis§ linkOpen the source ↗Bruhn M, de Souza Leão L, Legovini A, Marchetti R, Zia B · 2016 · American Economic Journal: Applied Economics 8(4)
Found: A randomized trial across 892 schools and roughly 25,000 students raised knowledge, saving and budgeting, and also increased use of expensive credit.
Why it matters: Teaching credit without judgement can backfire; borrowing is a decision, not a topic.
Peer-reviewed§ linkOpen the source ↗Bernheim BD, Garrett DM, Maki DM · 2001 · Journal of Public Economics 80(3)
Found: Adults exposed to state high-school financial education mandates in the 1960s–80s saved more in middle age.
Why it matters: The first long-run evidence that a school mandate can change adult saving.
Peer-reviewed§ linkOpen the source ↗Cole S, Paulson A, Shastry GK · 2016 · Journal of Human Resources 51(3)
Found: Re-examining the mandates, the authors found little effect of personal finance courses but clear effects of additional mathematics on later financial outcomes.
Why it matters: A caution: what is taught, and how rigorously, matters more than the label on the course.
Peer-reviewed§ linkOpen the source ↗Brown M, Grigsby J, van der Klaauw W, Wen J, Zafar B · 2016 · Review of Financial Studies 29(9)
Found: Using credit-bureau data, state financial education requirements were followed by fewer delinquencies and better credit scores among young adults; math and economics requirements had distinct effects.
Why it matters: Administrative data, not self-report, showing a school requirement reaching into adult credit files.
Peer-reviewed§ linkOpen the source ↗Urban C, Schmeiser M, Collins JM, Brown A · 2020 · Economics of Education Review 78
Found: Rigorously implemented state requirements (with standards, teacher training and assessment) improved young adults' credit scores and reduced delinquency; loosely implemented ones did not.
Why it matters: Implementation fidelity is the difference between a mandate that works and one that doesn't.
Peer-reviewed§ linkOpen the source ↗Stoddard C, Urban C · 2020 · Journal of Money, Credit and Banking 52(4)
Found: Students exposed to a financial education requirement shifted toward lower-cost college financing: more grants and federal loans, fewer private loans and credit cards.
Why it matters: The first big financial decision most teenagers make, changed by a course.
Peer-reviewed§ linkOpen the source ↗Batty M, Collins JM, Odders-White E · 2015 · Journal of Consumer Affairs 49(1)
Found: A randomized trial of a five-lesson program in grades 4–5 improved knowledge and some attitudes and behaviours, with effects persisting a year later.
Why it matters: Direct evidence that elementary-age instruction takes.
Peer-reviewed§ linkOpen the source ↗Frisancho V · 2023 · The Economic Journal 133(651)
Found: A large randomized trial in Peru found gains in knowledge and in self-reported behaviour, with effects on teachers' own financial behaviour as well.
Why it matters: A recent, large, well-identified school trial, and evidence that facilitators change too.
Peer-reviewed§ linkOpen the source ↗Collins JM, Odders-White E · 2015 · Journal of Economic Education 46(1)
Found: Proposes a logic model and testing framework for elementary financial capability programs, distinguishing knowledge, behaviour and attitude outcomes.
Why it matters: How to design an elementary program so that it can be evaluated at all.
Peer-reviewed§ linkOpen the source ↗Mandell L, Klein LS · 2009 · Journal of Financial Counseling and Planning 20(1)
Found: High-school graduates who took a personal finance course were not more financially literate or better savers than matched peers years later.
Why it matters: One of the null results that made the field take measurement and design seriously.
Peer-reviewed§ linkFind the source ↗Miller M, Reichelstein J, Salas C, Zia B · 2015 · World Bank Research Observer 30(2)
Found: Financial education has positive effects on some behaviours (saving, record-keeping) and little on others (loan default); outcomes and delivery matter.
Why it matters: Which behaviours move, and which don't, is not uniform.
Meta-analysis§ linkOpen the source ↗Amagir A, Groot W, Maassen van den Brink H, Wilschut A · 2018 · Citizenship, Social and Economics Education 17(1)
Found: School programs improve knowledge and attitudes; experiential learning is the most promising approach; effects on actual behaviour are less well established.
Why it matters: The case for experiential learning, and the honest gap on behaviour.
Peer-reviewed§ linkOpen the source ↗In brief. Most financial literacy is measured with knowledge questions, from the three-item 'Big Three' to PISA's international assessment of 15-year-olds. Behavioural measures exist in neighbouring fields (risk tasks, time-preference tasks, stealth assessment inside games) and predict real outcomes; the testing Standards set five kinds of validity evidence any new measure must report against.
American Educational Research Association, American Psychological Association, National Council on Measurement in Education · 2014 · AERA
Found: Sets the five sources of validity evidence (content, response process, internal structure, relations to other variables, consequences) and the obligation to state limits on use.
Why it matters: The standard the FLIQ Score™ reports its status against, source by source.
Standard§ linkOpen the source ↗OECD · 2020 · OECD Publishing
Found: Among 15-year-olds in 20 countries and economies, about one in ten reached the top proficiency level and about one in seven fell below the baseline; socio-economic status explained a substantial share of the variation.
Why it matters: The international benchmark for adolescent financial literacy.
Dataset§ linkOpen the source ↗OECD · 2024 · OECD Publishing
Found: The latest cycle: performance, exposure to money at home and school, and confidence, across 20 countries and economies.
Why it matters: The most recent comparable data on the age group Financial Foundations™ ends with.
Dataset§ linkOpen the source ↗OECD · 2023 · OECD Publishing
Found: Adults in 39 countries scored on average 60 out of 100 on combined knowledge, behaviour and attitude measures; only about a third reached the minimum target.
Why it matters: The adult end state the childhood work is trying to change.
Dataset§ linkOpen the source ↗Consumer Financial Protection Bureau · 2015 · CFPB
Found: A ten-item scale, developed with item response theory and normed on a national sample, reported as a single score.
Why it matters: The closest analogue to a normed, reported financial score for a general population.
Standard§ linkOpen the source ↗Shute VJ · 2011 · In Computer Games and Instruction (Information Age)
Found: Competencies can be inferred from the choices a learner makes inside a game, invisibly and continuously, without interrupting play for a test.
Why it matters: The method behind reading the FLIQ Score™ from decisions inside The $100 Week™.
Book§ linkOpen the source ↗Shute VJ, Ventura M · 2013 · MIT Press
Found: The book-length treatment: evidence-centered design, competency models and how to validate an assessment embedded in play.
Why it matters: The validation playbook for an assessment that does not look like one.
Book§ linkOpen the source ↗Mislevy RJ, Steinberg LS, Almond RG · 2003 · Measurement: Interdisciplinary Research and Perspectives 1(1)
Found: Evidence-centered design: an assessment is an argument from what a student does to what they know, and every link in that argument should be explicit.
Why it matters: The logic the FLIQ Score Model (FSM) is built on: observed decision, evidence, claim.
Peer-reviewed§ linkOpen the source ↗Knoll MAZ, Houts CR · 2012 · Journal of Consumer Affairs 46(3)
Found: A 20-item knowledge scale built with item response theory, showing how a financial measure can be constructed to psychometric standards.
Why it matters: What a properly built knowledge measure looks like, for comparison.
Peer-reviewed§ linkOpen the source ↗Lusardi A, Mitchell OS · 2008 · American Economic Review 98(2)
Found: Introduces the three questions (compound interest, inflation, diversification) that became the world's most-used financial literacy measure.
Why it matters: The 'Big Three', and their limits: three questions measure knowledge, not judgement.
Peer-reviewed§ linkOpen the source ↗Lejuez CW, Read JP, Kahler CW, et al. · 2002 · Journal of Experimental Psychology: Applied 8(2)
Found: A simple task in which participants pump a balloon for money, risking a burst, measures real risk-taking and correlates with real-world risk behaviours.
Why it matters: A behavioural measure of a financial disposition that has held up for two decades.
Peer-reviewed§ linkOpen the source ↗Meier S, Sprenger C · 2010 · American Economic Journal: Applied Economics 2(1)
Found: People whose choices in a simple time-preference task showed present bias carried more credit card debt.
Why it matters: A task-based disposition predicting a real financial outcome, the pattern the FLIQ Score™ is designed to test.
Peer-reviewed§ linkOpen the source ↗In brief. Financial literacy is low and flat. U.S. adults answer about half of the P-Fin Index correctly, unchanged over eight years; only about a third of adults worldwide are financially literate by the S&P survey's definition; 56% of Americans could not cover a $1,000 emergency from savings. Thirty-two states now guarantee a standalone high-school personal finance course.
FINRA Investor Education Foundation · 2022 · Triennial national survey (2021 wave)
Found: The largest U.S. survey of financial capability: knowledge scores have declined across waves, and younger adults score lowest.
Why it matters: The domestic baseline, refreshed every three years.
Dataset§ linkOpen the source ↗TIAA Institute & Global Financial Literacy Excellence Center · 2024 · Annual survey
Found: U.S. adults answer about half of the index's 28 questions correctly, a figure essentially unchanged over eight annual waves; comprehension of risk is lowest.
Why it matters: Annual proof that the adult problem is not solving itself.
Dataset§ linkOpen the source ↗Board of Governors of the Federal Reserve System · 2024 · Annual survey
Found: Roughly a third of adults could not cover a $400 emergency expense with cash or its equivalent; financial well-being varies sharply by income and education.
Why it matters: The consequences, measured every year by the central bank.
Dataset§ linkOpen the source ↗Bankrate · 2024 · Survey
Found: Fifty-six percent of U.S. adults could not cover a $1,000 emergency from savings.
Why it matters: The most-quoted single figure on the saving gap.
Report§ linkOpen the source ↗Federal Reserve Bank of New York · 2024 · Quarterly dataset
Found: Total household debt, student loan balances (over $1.6 trillion) and delinquency by age, updated quarterly from credit-bureau data.
Why it matters: Where the borrowing decisions of young adults show up.
Dataset§ linkOpen the source ↗Klapper L, Lusardi A, van Oudheusden P · 2015 · GFLEC / World Bank
Found: Only one in three adults worldwide is financially literate by the survey's definition; the United States ranked around 14th.
Why it matters: The global picture in one survey of 150,000 adults in 140 countries.
Dataset§ linkOpen the source ↗Council for Economic Education · 2024 · Biennial report
Found: Tracks which states require economics and personal finance in K–12, and which require a standalone course, every two years.
Why it matters: The policy scoreboard for the U.S.
Report§ linkOpen the source ↗Next Gen Personal Finance · 2026 · Advocacy dashboard and annual State of Financial Education report
Found: Thirty states now guarantee every high-school student a standalone personal finance course, with implementation running through the class of 2031.
Why it matters: The mandate wave that is creating the demand for measured programs.
Report§ linkOpen the source ↗Center for Financial Literacy, Champlain College · 2023 · Biennial report
Found: Grades every state A to F on high-school personal finance requirements; the number of A-grade states has risen sharply since 2017.
Why it matters: An independent grade, state by state.
Report§ linkOpen the source ↗OECD/INFE · 2016 · OECD
Found: The first coordinated adult survey across 30 countries, establishing the knowledge-behaviour-attitude scoring later reused in 2020 and 2023.
Why it matters: Where the international adult measure began.
Dataset§ linkFind the source ↗In brief. It is expensive. Low financial literacy predicts costlier borrowing, over-indebtedness, less investing and less wealth; one calibrated model attributes 30–40% of retirement-wealth inequality to differences in financial knowledge. Financial mistakes peak in early adulthood, which is why the window for prevention is before it.
Lusardi A, Tufano P · 2015 · Journal of Pension Economics and Finance 14(4)
Found: Only a third of adults understood compound interest as it applies to debt; the least debt-literate paid the most in fees and used the costliest borrowing.
Why it matters: Illiteracy has a price, and it is paid by those who can least afford it.
Peer-reviewed§ linkOpen the source ↗Lusardi A, Michaud P-C, Mitchell OS · 2017 · Journal of Political Economy 125(2)
Found: In a life-cycle model calibrated to U.S. data, differences in financial knowledge account for 30–40 percent of retirement wealth inequality.
Why it matters: Financial knowledge is a driver of wealth inequality, not a symptom of it.
Peer-reviewed§ linkOpen the source ↗van Rooij M, Lusardi A, Alessie R · 2011 · Journal of Financial Economics 101(2)
Found: Households with low financial literacy are much less likely to invest in stocks, forgoing the returns that build wealth over a working life.
Why it matters: The investing gap starts with a literacy gap.
Peer-reviewed§ linkOpen the source ↗Behrman JR, Mitchell OS, Soo CK, Bravo D · 2012 · American Economic Review 102(3)
Found: Financial literacy has a causal effect on wealth accumulation, at least as large as the effect of schooling.
Why it matters: Literacy is a wealth variable in its own right.
Peer-reviewed§ linkOpen the source ↗Gathergood J · 2012 · Journal of Economic Psychology 33(3)
Found: Lack of self-control and low financial literacy both predict over-indebtedness; self-control matters more for high-cost credit use.
Why it matters: Two of the FLIQ dimensions, Borrowing and Planning, in one adult outcome.
Peer-reviewed§ linkOpen the source ↗Stango V, Zinman J · 2009 · Journal of Finance 64(6)
Found: People systematically underestimate how fast debt grows and how much saving accumulates; the bias predicts more borrowing and less saving.
Why it matters: A specific, teachable misunderstanding with measurable financial cost.
Peer-reviewed§ linkOpen the source ↗Agarwal S, Driscoll JC, Gabaix X, Laibson D · 2009 · Brookings Papers on Economic Activity
Found: Financial mistakes follow a U-shape over the life cycle: young adults and the elderly make the most; the fewest mistakes are made in the early fifties.
Why it matters: The young make expensive mistakes early; the window for prevention is before adulthood.
Peer-reviewed§ linkOpen the source ↗Disney R, Gathergood J · 2013 · Journal of Banking & Finance 37(7)
Found: Less financially literate households hold more high-cost credit and are more likely to underestimate its cost.
Why it matters: Who ends up with the worst credit products, and why.
Peer-reviewed§ linkOpen the source ↗Hastings JS, Madrian BC, Skimmyhorn WL · 2013 · Annual Review of Economics 5
Found: Reviews the correlational and causal evidence linking literacy to outcomes, and the still-open question of which interventions work.
Why it matters: The balanced review to read after the enthusiastic ones.
Peer-reviewed§ linkOpen the source ↗In brief. Policy has moved from principle to mandate: OECD recommendations since 2005, a U.S. national strategy, and a wave of state laws guaranteeing a personal finance course. The evidence on mandates is clear about one thing: a requirement works only when it comes with standards, teacher training and assessment.
Financial Literacy and Education Commission (U.S. Department of the Treasury) · 2020 · Federal strategy
Found: Sets federal priorities for financial education, including starting early and measuring outcomes.
Why it matters: The federal frame for what states and districts are asked to do.
Policy§ linkOpen the source ↗OECD · 2005 · OECD Council recommendation
Found: The first international policy statement that financial education should start at school and be evaluated.
Why it matters: Twenty years on, both principles are still the agenda.
Policy§ linkFind the source ↗U.S. Department of Education · 2015 · Federal formula grant program
Found: Federal funds districts may use for a well-rounded education, including financial literacy, and for the effective use of technology.
Why it matters: The funding line most districts use to pay for a program like this.
Policy§ linkOpen the source ↗Georgia General Assembly · 2022 · State law
Found: Requires a course in financial literacy for Georgia high-school students, beginning with the 2024–25 school year.
Why it matters: The home-state mandate WealthWise Kids' first pilots run under.
Policy§ linkFind the source ↗See FL 309, Urban et al. · 2020 · Cross-reference
Found: Mandates work when they come with standards, teacher training and assessment, and not otherwise.
Why it matters: Filed here as well because it is the policy lesson: a requirement is only as good as its implementation.
Peer-reviewed§ linkOpen the source ↗In brief. Experience beats explanation. Lessons paired with a real savings account outperform lessons alone; children with an account in their own name expect and pursue more education; challenging games teach where decoration does not. The strongest critics argue education cannot keep pace with product complexity, which is why practice and measurement matter more than lectures.
Sherraden MS, Johnson L, Guo B, Elliott W · 2011 · Journal of Family and Economic Issues 32(3)
Found: Elementary students who took part in a program combining classroom lessons with a real savings account scored higher on financial capability than a comparison group.
Why it matters: Lessons plus a real account beat lessons alone: the measurement-plus-practice model.
Peer-reviewed§ linkOpen the source ↗Huang J, Sherraden M, Kim Y, Clancy M · 2014 · JAMA Pediatrics 168(3)
Found: In a statewide randomized experiment (SEED for Oklahoma Kids), a savings account opened at birth improved children's social-emotional development at age four, especially in lower-income families.
Why it matters: An account in a child's name changes more than the balance.
Peer-reviewed§ linkOpen the source ↗Elliott W, Sherraden M · 2013 · Economics of Education Review 33
Found: Children with savings in their own name are more likely to expect to attend college and to enrol; the effect appears even for small balances.
Why it matters: Ownership changes expectation; expectation changes behaviour.
Peer-reviewed§ linkFind the source ↗Hamari J, Shernoff DJ, Rowe E, Coller B, Asbell-Clarke J, Edwards T · 2016 · Computers in Human Behavior 54
Found: Challenge and engagement in an educational game predicted learning; immersion alone did not.
Why it matters: A game must ask something of the player to teach; decoration doesn't.
Peer-reviewed§ linkOpen the source ↗Kalmi P, Rahko J · 2022 · Journal of Economic Education 53(2)
Found: Game-based financial education in Finnish lower-secondary schools improved financial knowledge, with larger effects for students with weaker prior interest.
Why it matters: Games reach the students lectures miss.
Peer-reviewed§ linkOpen the source ↗Gee JP · 2003 · Palgrave Macmillan
Found: Good games embody learning principles (identity, practice, feedback, consequence) that schools often lack.
Why it matters: Why a simulation can teach a decision that a worksheet cannot.
Book§ linkFind the source ↗Willis LE · 2011 · American Economic Review 101(3)
Found: Argues that financial education cannot keep pace with product complexity and may create overconfidence; regulation and product design matter more.
Why it matters: The strongest critique of the field, filed on purpose: a library that omits its critics is marketing.
Peer-reviewed§ linkOpen the source ↗Willis LE · 2008 · Iowa Law Review 94
Found: The longer version of the critique: education as a policy substitute for consumer protection shifts responsibility onto the consumer.
Why it matters: Read alongside FL 301 and FL 309; the disagreement is about what education can be expected to do.
Peer-reviewed§ linkFind the source ↗In brief. The ed-tech market is being asked for proof. Districts are cutting tools that cannot show learning impact, usage decides renewal, and 'accessible' is not 'used'. Any classroom technology, including ours, now has to clear the same bar: evidence of outcomes, and teachers who actually use it.
Education Week · 2026 · Education Week
Found: Districts are cutting tools that cannot show learning impact; screen time and evidence are the two objections.
Why it matters: The bar any classroom technology now has to clear, including ours.
Press§ linkOpen the source ↗The 74 · 2025 · The 74
Found: The average district uses thousands of digital tools, few with evidence of effect.
Why it matters: Why 'designed to measure' has to become 'measured'.
Press§ linkOpen the source ↗EdWeek Market Brief · 2026 · EdWeek Market Brief
Found: Licensed tools go unused when teachers are not part of the selection and training; usage, not access, decides renewal.
Why it matters: Teacher buy-in and usage data are the retention story for every product in this market.
Press§ linkOpen the source ↗Suggest a source. Peer-reviewed studies, public datasets, government reports and serious press on financial literacy in childhood are added on review. Send the citation to research@wealthwisekids.org.
The FLIQ Score™ →
The behavioral measure this library was built to inform: a financial literacy assessment that reads a child's decisions, not recall, scored by the FLIQ Score Model (FSM).
WealthWise Kids →
The K–12 financial literacy platform that keeps this library: Financial Foundations™, The $100 Week™, CoinQuest™, and the programs the research above informs.
Curated by Michael Olaiya →
Principal investigator of the FLIQ Score Research Program and founder of WealthWise Kids, Atlanta. Sources are added on review; corrections are welcome.
Entries summarise what each source reports; they are not endorsements, and WealthWise Kids makes no claim about its own programs on this page. Header photograph: George Peabody Library, Baltimore, by Patrick Gillespie (CC BY 2.0, via Wikimedia Commons), graded.
