Latest data: SEC Form PF · Q4 2025 · Released Mar 15, 2026
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Fed SCOOS Survey Methodology vs SEC Form PF: What's the Difference?

HedgeFund Monitor Research
2026-07-19
15 min read

To build a complete picture of systemic risk within the shadow banking system, institutional analysts cannot rely on a single data source. While SEC Form PF provides the ultimate view from the perspective of the hedge fund manager, the Federal Reserve's SCOOS provides the exact opposite view: the perspective of the massive prime brokers financing them.

HedgeFund Monitor integrates data from both the SEC's Form PF and the Federal Reserve's SCOOS (Senior Credit Officer Opinion Survey on Dealer Financing Terms). Understanding the methodological differences between these two foundational datasets is critical for correctly interpreting the macroeconomic trends presented on this platform.

What is the Fed SCOOS?

The Senior Credit Officer Opinion Survey (SCOOS) is a quarterly survey conducted by the Federal Reserve Board. Instead of surveying hedge funds, the Fed surveys the senior credit officers at the 20 to 25 largest global dealer banks (the Systemically Important Banks, or G-SIBs, like Goldman Sachs, JPMorgan, and Credit Suisse).

The survey asks these senior executives highly specific, qualitative questions about the credit terms they are offering to their most important clients—specifically Hedge Funds and Private Equity firms. The Fed wants to know if the banks are tightening their belts or opening the spigots of leverage.

The Methodological Clash: Borrower vs Lender

The fundamental difference between the two datasets is the point of view. Form PF asks the borrower (the hedge fund): "How much leverage are you currently using?" The SCOOS asks the lender (the prime broker): "How willing are you to provide leverage right now?"

Quantitative vs Qualitative

Form PF is strictly quantitative. A hedge fund must calculate its exact Net Asset Value down to the dollar and report its precise Gross-to-Net leverage ratio. The OFR then mathematically aggregates these hard numbers.

The SCOOS is largely qualitative. It asks credit officers questions like, "Over the past three months, how have the margin requirements (haircuts) on U.S. Treasury collateral changed for your most favored hedge fund clients?" The officers respond on a qualitative scale: "Tightened considerably," "Tightened somewhat," "Remained basically unchanged," "Eased somewhat," or "Eased considerably." The Fed then creates a diffusion index (a net percentage score) to track the directional trend of credit availability.

The Leading Indicator Advantage

Because Form PF is quantitative and requires massive internal accounting audits by the hedge funds, it operates on a significant time lag. Form PF data is usually published by the OFR with a 4-to-6 month delay. By the time a systemic crisis appears in the Form PF aggregate data, the crisis has already happened.

The SCOOS, however, is a rapid qualitative survey. It acts as a highly sensitive leading indicator. If the SCOOS data shows that all 25 major prime brokers are simultaneously "tightening somewhat" on their margin requirements for OTC derivatives, it means a liquidity squeeze is actively occurring in the shadow banking system right now. Analysts use the SCOOS to predict what the heavily delayed Form PF data will eventually show.

Prime Broker Credit Availability (SCOOS Proxy)

While Form PF tracks the mathematical reality of leverage, changes in prime broker credit appetite often precede actual deleveraging events.

Updated [DATA: latest quarter]
Leading Indicator
Tightening credit terms predict future industry deleveraging
Source: U.S. Office of Financial Researchhedgefundmonitor.com

The Power of Cross-Referencing

The true alpha for institutional risk managers lies in cross-referencing the two datasets to identify structural anomalies.

For example, during the buildup to the 2021 Archegos Capital collapse, Form PF data showed that hedge fund gross leverage via Total Return Swaps was steadily climbing. Simultaneously, the Fed SCOOS survey revealed that prime brokers were "easing considerably" their margin requirements for those exact same swaps to compete for market share.

When you combine "record high mathematical leverage" (Form PF) with "record low prime broker discipline" (SCOOS), you have identified the exact coordinates of a massive systemic fragility just waiting for a catalyst to explode. HedgeFund Monitor exists precisely to surface these cross-referenced insights.

Frequently Asked Questions

What does SCOOS stand for?

SCOOS stands for the Senior Credit Officer Opinion Survey on Dealer Financing Terms. It is a vital, qualitative quarterly survey conducted by the Federal Reserve to monitor the availability and terms of credit in the shadow banking system.

Who takes the Fed SCOOS survey?

Instead of surveying the hedge funds (the borrowers), the Fed surveys the senior risk executives at the roughly 25 massive, Systemically Important Banks (G-SIBs) that act as the lenders. These are the prime brokerage divisions of firms like JPMorgan, Goldman Sachs, and Nomura.

Why is the SCOOS considered a leading indicator?

Form PF tells you how much leverage a fund used 4 months ago. The SCOOS tells you how willing banks are to provide that leverage right now. If the SCOOS reveals that prime brokers are aggressively tightening margin haircuts today, you can mathematically predict that hedge funds will be forced into a mass deleveraging event in the near future.

HedgeFund Monitor Research

The HedgeFund Monitor Research Team aggregates and analyzes institutional-grade data from the U.S. Office of Financial Research (OFR). We specialize in systemic risk, leverage, and counterparty analysis across the private fund universe.

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