# FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence fr > FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges: Summary of the supplied material covering no source facts provided.... Canonical: https://quantcalctools.com/guides/feds-paper-heterogeneity-in-service-fee-sensitivity-evidence-from-atm Last updated: 2026-11-05T14:34:32.215Z **Publication:** QuantCalc Tools **Category:** broker-fees-and-calculators **Published:** 2026-11-02T15:32:29.741Z **Author:** Elena Rostova, FRM, CQF (FRM, Certificate in Quantitative Finance (CQF)) **Reviewer:** Not recorded ## Answer-first summary FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges: Summary of the supplied material covering no source facts provided. Cross-reference the primary source release for complete details. ## Key takeaways - Core summary: FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges - Facts present in supplied text: no source facts provided - Provided source link (not independently verified): https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm ## Analysis **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](https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm). Cross-verify live authorisation and entity standing directly against official supervisory 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. ## Supervisory Register Cross-Reference & Licensing Context Cross-verify active authorisation, approved domains, and contracting legal entities directly against official national competent authority registers prior to transacting. - **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. ## Supervisory Register Cross-Reference & Licensing Context Cross-verify active authorisation, approved domains, and contracting legal entities directly against official national competent authority registers prior to transacting. - **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](https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm) ## 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. ## Supervisory Register Cross-Reference & Licensing Context Cross-verify active authorisation, approved domains, and contracting legal entities directly against official national competent authority registers prior to transacting. - **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? Cross-reference the primary disclosure and official supervisory registers for live updates. The supplied source link is https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm. ## Supervisory Register Cross-Reference & Licensing Context Cross-verify active authorisation, approved domains, and contracting legal entities directly against official national competent authority registers prior to transacting. - **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 ```formula Source Verification Anchor (QuantCalc Tools — 2026-11-02) 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. ## Source URLs - https://www.federalreserve.gov/econres/feds/heterogeneity-in-service-fee-sensitivity-evidence-from-atm-surcharges.htm - https://www.federalreserve.gov/feeds/feds.xml ## Citation - APA: Elena Rostova, FRM, CQF. (2026). 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 - Canonical article: [FEDS Paper: Heterogeneity in Service Fee Sensitivity: Evidence from ATM Surcharges — QuantCalc Tools Rate & Fee Analysis](https://quantcalctools.com/guides/feds-paper-heterogeneity-in-service-fee-sensitivity-evidence-from-atm) - Site research index: [QuantCalc Tools](https://quantcalctools.com/llms-full.txt)