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Banking

How banks earn, and how loans go bad

Understand the spread a bank earns between deposits and loans, why thin capital makes it fragile, and how expected credit losses are estimated.

6 min readUpdated

A bank is a spread business

A bank gathers deposits at one rate and lends at a higher rate. The gap between the interest it pays and the interest it earns is net interest income, and for most retail banks that gap is the core of profit.

The arrangement works because depositors are happy to keep money liquid while borrowers want to keep a loan for years. The bank promises instant access on one side of the balance sheet and accepts slow repayment on the other.

That mismatch creates the bank's real risk. Loans cannot be called back quickly, so a bank depends on confidence: if every depositor asked for cash on the same day, no bank could pay them all at once.

Key points

  • Profit comes from the spread, not from the size of the balance sheet alone.
  • Deposits are money the bank owes; loans are money the bank is owed.
  • The liquidity mismatch is the source of both the model and the danger.

Net interest margin

Net interest income

NII = (Earning assets × Asset yield) − (Funding × Funding cost)

Interest earned minus interest paid.

Net interest margin

NIM = NII ÷ Earning assets

The spread expressed as a percentage of the money put to work.

A bank holds 8,00,000 in loans earning 9% and funds them with 7,20,000 of deposits costing 4%. Interest income is 72,000 and interest expense is 28,800, so net interest income is 43,200. Against earning assets of 8,00,000 that is a net interest margin of 5.4%.

Subtract operating costs of 20,000 to reach pre-tax profit of 23,200. After tax at 25% the bank keeps 17,400. On assets of 8,00,000 that is a return on assets of about 2.18%; on equity of 80,000 it is a return on equity of 21.75%.

Key points

  • NIM compares the spread with the assets that generate it.
  • A small percentage on a large book can still be a large profit.
  • Funding cost is a management variable, not a fixed fact.

Thin capital, large consequences

Only 80,000 of the 8,00,000 balance sheet is equity; the rest is owed to depositors and other creditors. Equity is therefore 10% of assets, meaning every 1 of capital supports 10 of assets.

Leverage magnifies a small return on assets into a large return on equity, but it magnifies losses in exactly the same way. A loan book that loses 10% of its value can erase all of the equity at once.

This is why banks are regulated on capital rather than on profit. A capital ratio of 10% is a buffer, and the buffer is what stands between a bad year and a failed bank.

Key points

  • Equity is the cushion that absorbs losses first.
  • Leverage multiplies gains and losses symmetrically.
  • Capital rules trade some return for survival.

Expected credit losses

Expected loss

EL = PD × LGD × EAD

Probability of default times loss given default times exposure at default.

Lenders price loans for the losses they expect, not just for the ones they fear. Expected loss combines three estimates: how likely a borrower is to default, how much is lost if they do, and how much is owed at that moment.

Across a 10,00,000 portfolio with a 3% probability of default and a 60% loss given default, expected loss is 18,000. The bank must earn more than that from performing loans to make the book worthwhile.

Unexpected loss, the amount beyond the average, is what capital is held against. Provisioning for the average and capitalising the tail is the split that keeps a bank solvent through a bad year.

Key points

  • Price the average loss into the rate you charge.
  • Hold capital for the losses beyond the average.
  • PD, LGD, and EAD are estimates and must be revisited.

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Sources & further reading

OpenStax · Principles of Finance (free textbook) ↗Bank for International Settlements · Basel III framework ↗

Educational sample content. Worked examples use hypothetical figures. Dates refer to the note's latest content update.

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