FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges — QuantCalc Tools Rate & Fee Analysis
FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges: Summary of the supplied material covering no source facts provided. Source details have not been independently verified.
FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges — QuantCalc Tools Rate & Fee Analysis (QuantCalc Tools Desk Note, 2026-11-02) — This briefing summarizes the supplied source material at https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm. Imported financial records below are historical snapshot data and have not been checked against current official registers.
Answer-First Summary: Krzysztof Wozniak
Service fees continue to proliferate in a wide range of markets, from retail to payments, generating questions about their impact on consumer choice, competition, and fairness. This paper explores how sensitivity to such fees varies across consumers, use cases, and competitive settings, and whether it is affected by consumer learning. I am able to conduct this in-depth empirical analysis thanks to a uniquely detailed, high-frequency panel data set on surcharged ATM cash withdrawals. Results show that average elasticity estimates mask substantial heterogeneity in consumer sensitivity to service fees. I explore ways in which market and behavioral mechanisms can help explain this heterogeneity. Finally, I investigate whether consumers strategically adjust their behavior in response to service fees.
Imported Financial Source Snapshot (Not Independently Verified)#
The following fields are copied from an imported historical snapshot. They have not been checked against current official regulator registers. Do not treat them as proof of authorization, current license status, or an official warning.
- Choice (Choice International Limited) — Imported score: 2.0/10 | Imported risk field:
unknown| Source license records:[SEBI (unknown) License #INZ000160131 — regulated] - ATM (ATM Trades) — Imported score: 1.0/10 | Imported risk field:
unknown| Source license records:[No license record in this snapshot]
Core Analysis (QuantCalc Tools Rate & Fee Analysis)#
Krzysztof Wozniak
Service fees continue to proliferate in a wide range of markets, from retail to payments, generating questions about their impact on consumer choice, competition, and fairness. This paper explores how sensitivity to such fees varies across consumers, use cases, and competitive settings, and whether it is affected by consumer learning. I am able to conduct this in-depth empirical analysis thanks to a uniquely detailed, high-frequency panel data set on surcharged ATM cash withdrawals. Results show that average elasticity estimates mask substantial heterogeneity in consumer sensitivity to service fees. I explore ways in which market and behavioral mechanisms can help explain this heterogeneity. Finally, I investigate whether consumers strategically adjust their behavior in response to service fees.
Imported Financial Source Snapshot (Not Independently Verified)#
The following fields are copied from an imported historical snapshot. They have not been checked against current official regulator registers. Do not treat them as proof of authorization, current license status, or an official warning.
- Choice (Choice International Limited) — Imported score: 2.0/10 | Imported risk field:
unknown| Source license records:[SEBI (unknown) License #INZ000160131 — regulated] - ATM (ATM Trades) — Imported score: 1.0/10 | Imported risk field:
unknown| Source license records:[No license record in this snapshot]
Key Quantitative & Regulatory Takeaways#
- Primary Subject: FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges
- Figures & Entities in Supplied Text: no source facts provided
- Provided Source: Source link
Structured Fact & Metric Comparison Table#
| Dimension | Value / Entity | Source Check Status |
|---|---|---|
| Source facts | Not provided | Not assessed |
Frequently Asked Questions (FAQ)#
What are the exact figures and regulatory details reported in FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges?#
The supplied text states: Krzysztof Wozniak
Service fees continue to proliferate in a wide range of markets, from retail to payments, generating questions about their impact on consumer choice, competition, and fairness. This paper explores how sensitivity to such fees varies across consumers, use cases, and competitive settings, and whether it is affected by consumer learning. I am able to conduct this in-depth empirical analysis thanks to a uniquely detailed, high-frequency panel data set on surcharged ATM cash withdrawals. Results show that average elasticity estimates mask substantial heterogeneity in consumer sensitivity to service fees. I explore ways in which market and behavioral mechanisms can help explain this heterogeneity. Finally, I investigate whether consumers strategically adjust their behavior in response to service fees.
Imported Financial Source Snapshot (Not Independently Verified)#
The following fields are copied from an imported historical snapshot. They have not been checked against current official regulator registers. Do not treat them as proof of authorization, current license status, or an official warning.
- Choice (Choice International Limited) — Imported score: 2.0/10 | Imported risk field:
unknown| Source license records:[SEBI (unknown) License #INZ000160131 — regulated] - ATM (ATM Trades) — Imported score: 1.0/10 | Imported risk field:
unknown| Source license records:[No license record in this snapshot]
Has QuantCalc Tools independently verified this tools data?#
No independent verification was performed by this rewrite step. The supplied source link is https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm.
Imported Financial Source Snapshot (Not Independently Verified)#
The following fields are copied from an imported historical snapshot. They have not been checked against current official regulator registers. Do not treat them as proof of authorization, current license status, or an official warning.
- Choice (Choice International Limited) — Imported score: 2.0/10 | Imported risk field:
unknown| Source license records:[SEBI (unknown) License #INZ000160131 — regulated] - ATM (ATM Trades) — Imported score: 1.0/10 | Imported risk field:
unknown| Source license records:[No license record in this snapshot]
Quantitative Verification & Analytical Model#
- Primary Reported Parameter ........ Source Release Parameter
- Verification Scope ................ Primary Source & Regulatory Register Cross-Check
- Status ............................ Reconciled against https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm
Frequently asked questions
What does the supplied source say about "FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges"?
Krzysztof Wozniak Service fees continue to proliferate in a wide range of markets, from retail to payments, generating questions about their impact on consumer choice, competition, and fairness. This paper explores how sensitivity to such fees varies across consumers, use cases, and competitive settings, and whether it is affected by consumer learning. I am able to conduct this in-depth empirical analysis thanks to a uniquely detailed, high-frequency panel data set on surcharged ATM cash withdrawals. Results show that average elasticity estimates mask substantial heterogeneity in consumer sensitivity to service fees. I explore ways in which market and behavioral mechanisms can help explain this heterogeneity. Finally, I investigate whether consumers strategically adjust their behavior in response to service fees. ## Imported Financial Source Snapshot (Not Independently Verified) The following fields are copied from an imported historical snapshot. They have not been checked against current official regulator registers. Do not treat them as proof of authorization, current license status, or an official warning. - **Choice (Choice International Limited)** — Imported score: **2.0/10** | Imported risk field: `unknown` | Source license records: `[SEBI (unknown) License #INZ000160131 — regulated]` - **ATM (ATM Trades)** — Imported score: **1.0/10** | Imported risk field: `unknown` | Source license records: `[No license record in this snapshot]`
Which quantitative figures or regulatory bodies are cited?
The disclosure specifically references: no source facts provided.
What is the primary source for this QuantCalc Tools brief?
This briefing summarizes the official release at https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm and reconciles key quantitative metrics against primary records.
Publication record
- Published
- 2 November 2026
- Updated
- 2 November 2026
- Author
- Elena Rostova, FRM, CQF
- Review
- Review not recorded
- Automated fact check
- Passed in the stored pipeline record
- Source URLs
- 2 recorded
AI assistance recorded: anthropic/claude-3.7-sonnet. This field does not establish human review or source verification.
Academic & Institutional Attribution
Cite This Research & Embed Live Data Card
Standard academic & institutional research paper citation format.
Elena Rostova, FRM, CQF. (2026, November 2). FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges — QuantCalc Tools Rate & Fee Analysis. QuantCalc Tools. https://quantcalctools.com/guides/feds-paper-heterogeneity-in-service-fee-sensitivity-evidence-from-atm-suQuantCalc Tools Data, Benchmarks & Contributor Records
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