Research / Literature & variable map
LITERATURE REVIEW · VARIABLE MAPPING
Transmission channels
Each paper informs a testable channel or a measurement requirement. The cited studies motivate specifications; their coefficients are not copied into this dataset.
VARIABLE → MECHANISM → MODEL USE
| Macro / market variable | Mechanism supported by literature | Empirical use in this lab | Measurement note |
|---|---|---|---|
| Federal funds / policy rate | Rate path changes safe-asset opportunity cost, bank funding and household intertemporal choices. | VAR impulse; Minnesota BVAR; HANK-lite liquid/illiquid household rate channel. | Use monthly FEDFUNDS or high-frequency surprise series; don't equate target-rate changes with exogenous shocks. |
| 3-month Treasury yield | Short safe yield shifts the opportunity cost and convenience value of non-yielding stablecoins. | VAR alongside stablecoin supply and peg deviations; policy-shock response variable. | Use DGS3MO; keep frequency aligned and distinguish nominal yield from convenience yield. |
| CPI inflation | Inflation and policy shocks move nominal rates and asset valuations; nominal rigidities shape distributional responses. | VAR/SVAR response; HANK-lite does not solve price setting. | Use monthly inflation rate (e.g. log difference of CPI), not CPI index levels without transformation. |
| USDC / USDT peg deviation | Arbitrage access, liquidity and risk-off demand can produce asymmetric deviations and persistence. | Endogenous market outcome in VAR; selected AR(p) diagnostics. | Use bp from $1.00. Price only cannot identify reserve or redemption channels. |
| USDC / USDT supply growth | Issuance/redemption reflects flows, but is endogenous to demand and broader market conditions. | VAR endogenous variable; compare with peg and rates. | Use log difference of circulating supply. Avoid interpreting reduced-form innovations causally. |
| Money multiplier (M2 / monetary base) | Deposit substitution, reserve balances, cash preference and bank intermediation alter broad-money transmission. | Include observed multiplier proxy in VAR; HANK-lite computes a transparent deposit-leakage sensitivity. | Multiplier is an unstable accounting ratio, not a fixed structural coefficient. Include M2/base or construct consistently. |
| Household liquid-asset share / MPC | Liquidity constraints and heterogeneous MPCs shape indirect monetary and transfer effects on consumption. | Two-group HANK-lite scenario only; distributional inputs are assumptions unless user supplies microdata. | Do not present the small calculator as a solved general-equilibrium HANK model. |
| Dollar / Treasury convenience yields | Dollar convenience and Treasury convenience can move separately; tokenized dollar assets show heterogeneous policy pass-through. | Extend VAR with yield / dollar funding series when available. | Use CIP basis or swap spreads for convenience measures; Treasury yield alone is not a convenience yield. |
SELECTED REFERENCES
APA style
Links open the NBER working-paper record. Recent working papers are circulated for discussion and may not be peer reviewed.
- Ahmed, R., Clouse, J. A., Natalucci, F., Rebucci, A., & Sun, G. (2025). Stablecoins: A revolutionary payment technology with financial risks (NBER Working Paper No. 34475).
- Auclert, A., Rognlie, M., & Straub, L. (2024). Fiscal and monetary policy with heterogeneous agents (NBER Working Paper No. 32991).
- Bauer, M. D., & Swanson, E. T. (2022). A reassessment of monetary policy surprises and high-frequency identification (NBER Working Paper No. 29939).
- Bernardo, A. E., & Welch, I. (2004). Liquidity and financial market runs. Quarterly Journal of Economics, 119(1), 135–158. NBER WP 9251.
- Bordo, M. D., & Wilkins, C. (2026). Money and power: Historical lessons for stablecoins and U.S. dollar dominance (NBER Working Paper No. 35768).
- Caballero, R. J., & Simsek, A. (2024). Central banks, stock markets, and the real economy (NBER Working Paper No. 32053).
- Chernenko, S., & Sunderam, A. (2016). Liquidity transformation in asset management: Evidence from the cash holdings of mutual funds (NBER Working Paper No. 22391).
- Cochrane, J. H. (1995). What do the VARs mean? Measuring the output effects of monetary policy (NBER Working Paper No. 5154).
- Covitz, D., Liang, N., & Suarez, G. A. (2009). When safe proved risky: Commercial paper during the financial crisis of 2007–2009 (NBER Working Paper No. 15538).
- Dávila, E., & Schaab, A. (2023). Optimal monetary policy with heterogeneous agents: Discretion, commitment, and timeless policy (NBER Working Paper No. 30961).
- Du, W., Keerati, R., & Schreger, J. (2026). Decoupling dollar and Treasury privilege (NBER Working Paper No. 35000).
- Faust, J., Rogers, J. H., Swanson, E., & Wright, J. H. (2003). Identifying the effects of monetary policy shocks on exchange rates using high-frequency data (NBER Working Paper No. 9660).
- Gorton, G. B., Klee, E. C., Ross, C. P., Ross, S. Y., & Vardoulakis, A. (2022). Leverage and stablecoin pegs (NBER Working Paper No. 30796).
- Hortaçsu, A., & Yoo, Y. (2026). When cash wakes up: Inertia in institutional money market funds and the potential effects of AI disruption (NBER Working Paper No. 35954).
- Kaplan, G., Moll, B., & Violante, G. L. (2016). Monetary policy according to HANK (NBER Working Paper No. 21897).
- Kaplan, G., & Violante, G. L. (2018). Microeconomic heterogeneity and macroeconomic shocks (NBER Working Paper No. 24734).
- Lin, C., Prasad, E. S., Rabetti, D., & Zhang, C. (2026). Digital safe havens: The economics of tokenized Treasuries (NBER Working Paper No. 35412).
- Lyons, R. K., & Viswanath-Natraj, G. (2020). What keeps stablecoins stable? (NBER Working Paper No. 27136).
- Ma, Y., Zeng, Y., & Zhang, A. L. (2025). Stablecoin runs and the centralization of arbitrage (NBER Working Paper No. 33882).
- Rigobon, R., & Sack, B. P. (2002). The impact of monetary policy on asset prices (NBER Working Paper No. 8794).
- Shleifer, A., & Vishny, R. W. (2011). Fire sales in finance and macroeconomics. Journal of Economic Perspectives, 25(1), 29–48. NBER WP 16642.