Applied Behavioral Finance

About the program

The Applied Behavioral Finance program addresses a methodological question by way of a high-visibility application: does the behavioral-finance research literature on judgment under uncertainty actually improve evaluation outcomes when the predictions are tested against realized future events? Most of behavioral finance lives in cross-sectional studies and laboratory settings. The program's core work tests the field's predictions in a longitudinal real-money domain — professional sports labor-market contracts — where the evaluator's prediction is locked in at signing and the realized outcome is observed over the contract's duration.

The program's methodological output is the Contract Value Index (CVI), a structured grading framework that brings empirically calibrated weights, longitudinal outcome validation, and bias-correction techniques to contract evaluation. The framework is designed to be transparent (any user can reproduce the grade from public information), auditable (each component weight is documented and revisable), and falsifiable (the framework's predictions can be tested against subsequent contract performance). These are basic standards in behavioral-finance research; their application to a domain that has historically operated on consensus opinion and proprietary models is the contribution.

CVI methodology is FAME-owned intellectual property under the institute's IP-ownership structure (parallel to MTI). The methodology paper, planned for submission to the MIT Sloan Sports Analytics Conference research-track competition, is the program's primary near-term research output. Alongside the academic paper, the framework's first applied deployment is at FanVerdicts, a separately-organized for-profit operating under arms-length license from the institute.

The program's broader purpose for FAME is reputational: the institute can credibly claim that the same behavioral-finance research standards apply in a domain the public can evaluate intuitively. If CVI's predictions hold up against realized contract outcomes, the institute's broader behavioral-instrument work — including MTI — has a publicly checkable demonstration of the methodological standards behind it.

Future work

The near-term research output is the CVI methodology paper, targeted at the MIT Sloan Sports Analytics Conference research-track competition. SSAC has established editorial standards for analytical methodology in sports research; acceptance there is the field's recognized credential for new evaluation frameworks. Whether or not the conference paper is selected, a longer-form follow-on submission to a peer-reviewed journal (Journal of Sports Economics, International Journal of Forecasting) is on the program's roadmap.

The longer-horizon validation work is the empirical test of whether CVI grades, locked in at the time of contract signing, predict realized contract performance over the subsequent contract duration better than the consensus market grade or simple statistical models. This requires several seasons of post-grading observation and is genuinely the only way to establish whether the framework adds value over alternative evaluation approaches. The validation results are the program's central contribution; everything else is supporting infrastructure.

Beyond the sports application, the methodology generalizes. The same machinery — calibrated weights, transparent decomposition, longitudinal validation — applies to other domains where contract decisions are made under uncertainty about future performance: executive compensation, partnership evaluation, complex-product underwriting. Whether the institute's research portfolio extends into those adjacent applications is a Year-3+ question, downstream of CVI's first generation of validation results.