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FRM Exam Part II · The Rise and Risks of Private Credit

Systemic Risk and Interconnectedness with Banks in Private Credit

Updated 11 October 2026 · Fact-checked

Private credit is lending by non-bank funds. It can become systemic when banks lend to those funds, when exposures are concentrated, or when rising rates strain leveraged borrowers. Stress then moves to banks through credit losses, drawn credit lines, and forced asset sales. To solve questions, trace the exposure, the shock, and the transmission channel.

Understand Systemic Risk and Interconnectedness with Banks

Private credit means loans made directly by non-bank lenders, such as funds, to mostly mid-sized and often leveraged companies. These loans are usually floating-rate, illiquid, and not traded on public markets. Banks stepped back from this lending after the global financial crisis, and funds filled the gap.

Banks are not out of the picture. They lend to private credit funds through credit lines and leverage facilities (subscription lines, NAV loans, warehouse facilities). They also provide prime brokerage and derivatives services, and sometimes co-lend with funds. This is the interconnectedness channel: a stressed fund becomes a stressed borrower of the bank.

Systemic risk comes from a few features. Concentration: many funds lend to the same sponsors, sectors and borrowers, so losses are correlated. Opacity: valuations are model-based and reported with a lag, so problems surface late. Leverage: it exists at the fund level and at the borrower level, which stacks risk. Liquidity mismatch: investors in semi-liquid vehicles may expect redemptions, while the underlying loans cannot be sold quickly.

Rising interest rates are a clear example of a shock. Since most loans are floating-rate, higher rates raise borrowers' interest bills and lower their interest coverage. Defaults and non-accruals rise. Fund losses then reach banks through impaired credit lines, margin and collateral calls, and lower fund NAV against bank loan covenants. Banks may respond by cutting lines, which tightens credit for the wider economy.

A balanced view matters for the exam. Private credit funds are often funded with long-term, locked-up capital, which can absorb losses better than deposit-funded banks. The risk is not that it is certainly systemic. It is that data gaps, concentration and bank links make the size of the problem hard to measure.

Key formulas to remember

Interest coverage ratio
Interest coverage = EBITDA ÷ Interest expense
Falls when floating rates rise. Lower coverage signals borrower stress and higher default probability.
Debt service burden after a rate rise
New interest = Debt × (Base rate + Spread)
For floating-rate loans the base rate resets, so the rise passes to the borrower almost fully.
Leverage (fund level)
Leverage = Total assets ÷ Equity
Higher leverage magnifies NAV falls: a fall in assets of x% cuts equity by about x% × leverage.
Bank exposure to a fund after drawdown
Exposure = Drawn amount + (Undrawn commitment × expected draw rate)
Credit lines can be drawn in stress, so use stressed draw rates, not current usage.
Expected loss
EL = PD × LGD × EAD
Use it to turn a higher default rate into a bank loss estimate.

How to solve Systemic Risk and Interconnectedness with Banks questions

Use this sequence for any question on private credit, systemic risk and banks.

  1. 1Identify the exposure: bank loans or lines to funds, co-lending, derivatives, or indirect links through investors.
  2. 2Identify the shock: rising rates, a sector downturn, valuation write-downs, or a redemption wave.
  3. 3Trace the first-round effect on borrowers, such as lower interest coverage and higher PD.
  4. 4Trace the effect on funds: losses, leverage, covenant breaches, and liquidity mismatch.
  5. 5Trace the transmission to banks: credit losses, drawn lines, margin calls, tighter funding or reduced lending.
  6. 6Check amplifiers: concentration, common exposures, opacity, and leverage at several layers.
  7. 7Check mitigants: locked-up capital, covenants, diversification, and bank collateral.
  8. 8Choose the option that names the right channel and does not overstate certainty.

Quickest way: Exposure, shock, channel in 30 seconds

When to use it: Use when a conceptual MCQ lists four plausible-sounding transmission statements.

  1. Underline the shock word: rates, concentration, redemption or valuation.
  2. Ask which party is hurt first: borrower, fund or bank.
  3. Pick the option that follows the chain borrower to fund to bank.
  4. Reject options that say private credit is certainly systemic or certainly harmless.
  5. For calculations, compute coverage or EL first, then compare.

Common mistakes in Systemic Risk and Interconnectedness with Banks

  • Treating private credit as fully separate from banks.

    The label 'non-bank' suggests no link.

    Fix: Remember that banks fund and service these funds through credit lines, leverage facilities and prime services.

  • Assuming rising rates help floating-rate lenders without risk.

    Higher base rates raise the fund's interest income.

    Fix: Also consider borrower stress: higher interest burden lowers coverage and raises defaults.

  • Using only drawn amounts as bank exposure.

    Undrawn lines look harmless in calm markets.

    Fix: Include stressed draws on committed lines when sizing exposure.

  • Stating that private credit is definitely a threat to financial stability.

    Crisis memories push toward a dramatic answer.

    Fix: Say the risk is potential and hard to measure because of opacity, concentration and bank links. Funds' locked-up capital is a partial mitigant.

  • Ignoring layered leverage.

    Students look at the fund or the borrower, not both.

    Fix: Add up leverage at the borrower, the fund and any bank facility, since losses compound.

  • Confusing valuation lag with absence of losses.

    Stable reported NAVs look like stable assets.

    Fix: Note that model-based, infrequent valuations can hide stress and delay recognition.

Worked examples

Example 1

A private credit borrower has EBITDA of $40 million and a floating-rate loan of $250 million at base rate 4% plus a 5% spread. The base rate rises to 6%, spread unchanged. Compute interest coverage before and after, and say what it implies for the fund and its bank lender.

Show the solution
  1. Interest before = 250 × (4% + 5%) = 250 × 9% = $22.5 million.
  2. Coverage before = 40 ÷ 22.5 = 1.78x.
  3. Interest after = 250 × (6% + 5%) = 250 × 11% = $27.5 million.
  4. Coverage after = 40 ÷ 27.5 = 1.45x.
  5. Coverage fell by about 0.33x, so the borrower has less cushion and a higher PD.
  6. For the fund, this means possible non-accruals and write-downs. For the bank lending to the fund, collateral values and covenant headroom weaken.

Answer: Coverage falls from about 1.78x to about 1.45x. Higher rates raise default risk, which can pass to the bank through its lending to the fund.

Example 2

A bank has a $500 million committed credit line to a private credit fund, of which $200 million is drawn. In stress the bank assumes 80% of the undrawn amount will be drawn. The fund's PD is 4%, LGD is 40%. Compute the stressed expected loss.

Show the solution
  1. Undrawn = 500 − 200 = $300 million.
  2. Expected additional draw = 300 × 80% = $240 million.
  3. Stressed EAD = 200 + 240 = $440 million.
  4. EL = PD × LGD × EAD = 0.04 × 0.40 × 440.
  5. 0.04 × 0.40 = 0.016; 0.016 × 440 = $7.04 million.

Answer: Stressed EAD is $440 million and expected loss is $7.04 million. Using only the drawn $200 million would give $3.2 million and understate the loss.

Exam tips

  • Expect case-style questions that give a rate or draw assumption and ask for a bank-side impact. Compute, then interpret.
  • Name the channel precisely: credit line draw, margin call, valuation write-down or redemption pressure.
  • Prefer balanced answers. Options with words like 'always' or 'certainly' are usually wrong.
  • Link the topic to the current-issues readings: the BIS view stresses data gaps, leverage and bank linkages.
  • On phones, jot a three-box chain (borrower, fund, bank) before reading the options.

Practice questions from The Rise and Risks of Private Credit

Systemic Risk and Interconnectedness with Banks: frequently asked questions

Is private credit a threat to financial stability?

It can be, but it is not certain. Risks come from leverage, concentration, opacity and links to banks. Mitigants include long-term locked-up capital and limited reliance on short-term funding. Authorities highlight data gaps as a major concern.

How are banks connected to private credit funds?

Banks provide credit lines, leverage and warehouse facilities, prime brokerage and derivatives to funds. They may also co-lend or buy exposures. If funds are stressed, banks face credit losses and drawn lines.

How do rising interest rates create borrower stress in private credit?

Most private loans are floating-rate, so higher base rates raise interest costs quickly. Interest coverage falls and defaults rise. Losses then reach funds and, through bank lending, the banking system.

What should I remember for FRM Part II on this topic?

Remember the chain: shock, borrower stress, fund losses, bank transmission. Know the amplifiers (concentration, leverage, opacity) and the mitigants. Be ready for a simple coverage or expected loss calculation.