Sentiment Analysis and Topic Modeling on Tweets about Online Education during COVID-19
2021Mujahid M, Lee E, Rustam F, Washington PB, Ullah S, Reshi AA, Ashraf I
Applied Sciences, 11(18), 8438
Research · Issue area · Financial Education Measurement
Personal-finance curricula reach 30 million U.S. K-12 students annually on largely-untested behavioral assumptions. What measurement-grade evidence shows which interventions actually predict adult financial outcomes?
Validated psychometric instruments and outcome-grounded research for the financial-literacy curricula that personal-finance education depends on.
Twenty-seven U.S. states now mandate personal-finance graduation requirements, and federal-level financial-education programming reaches an even larger audience through CFPB and state-DOE-coordinated curricula. The policy-mandate momentum has materially outpaced the research base on whether curriculum-level interventions actually predict adult financial outcomes — savings rates, credit-management capability, retirement-readiness, financial-stress resilience.
The Institute of FAME funds research that closes that measurement-evidence gap. The institute's flagship instrument-development program — the Maturity Type Indicator (MTI) — is one of the few institutionally-owned, bond-anchored behavioral instruments developed specifically for financial-decision-making contexts, currently in Phase 1 validation under FAME's research program. Once validated, MTI is licensed to qualifying state-DOE, educator-research, and consumer-research partners on equivalent terms.
The issue area's research questions span: which behavioral patterns at the student level predict adult financial outcomes; which curriculum interventions move those patterns and which do not; how measurement instruments themselves can be evaluated for predictive validity in the populations they are deployed against; and how validated measurement evidence should shape state and federal financial-education policy.
Evidence base
Peer-reviewed publications that anchor FAME's standing in this issue area.
Mujahid M, Lee E, Rustam F, Washington PB, Ullah S, Reshi AA, Ashraf I
Applied Sciences, 11(18), 8438
Rafique I, Lee E, Washington PB, Mkaouer MW, Aljedaani W, Ashraf I
IEEE Access, 9, 167812–167826
Active programs