The trading floor of the Frankfurt Stock Exchange
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Finance from first principles

A short course for readers who are new to finance: how companies report, how markets value them, what banks, auditors and consultants do, and how money moves between countries. Every lesson uses real figures from the research on this site.

6 lessons34 termsAbout 25 minutesExamples from Kazakhstan and China

Photo: Frankfurt Stock Exchange. Ank Kumar, Wikimedia Commons, CC BY-SA 4.0, cropped

01
Lesson 01 of 6

What finance is

depositsloansinterest flows backSaversdeposit moneyBankpools and lendsBorrowersfirms, families
Finance

The study and practice of moving money across time and between people: saving now to spend later, borrowing now and repaying later, and deciding which projects deserve money.

Finance has three main branches. Personal finance covers a household's income, savings, loans and insurance. Corporate finance covers how a company raises money, which projects it spends it on and how much it returns to its owners. Public finance covers taxes, government spending and government debt.

Between them sit financial markets and institutions: banks, stock exchanges, insurers and funds. Their job is to connect people who have spare money with people who can use it, and to price the risk of doing so. The price of money is the interest rate; the price of owning part of a company is its share price.

A 2,000-tenge banknote. Money is the unit in which all of finance is measured.
A 2,000-tenge banknote. Money is the unit in which all of finance is measured. Photo: National Bank of Kazakhstan, Wikimedia Commons, Public domain, cropped.
Check yourselfWho earns the interest a borrower pays?

Mostly the bank. It passes part of it to savers as interest on their deposits and keeps the difference as its income.

02
Lesson 02 of 6

Reading a company's accounts

Assets=LiabilitiesEquitywhat the company ownswho paid for it

Listed companies publish three main statements, usually under International Financial Reporting Standards (IFRS) or, in the United States, US GAAP.

  1. Income statement: revenue, the costs of earning it, and what is left as profit over a period.
  2. Balance sheet: what the company owns (assets), what it owes (liabilities) and the difference, which belongs to shareholders (equity), at one date.
  3. Cash flow statement: the cash that actually came in and went out, from operations, investment and financing.
Accounting identity
Assets = Liabilities + Equity
Net margin
Net margin = Net income ÷ Revenue
Kaspi.kz in 2025: ₸1,068 billion ÷ ₸4,046 billion = 26.4%. See the Kaspi note.

Profit and cash are not the same. A company can report a profit while its cash falls, for example when customers pay late or when it spends heavily on new equipment. That is why analysts read all three statements together.

Check yourselfA company reports a profit, but its cash falls. How can both be true?

Profit counts a sale when it is made; cash counts money when it arrives. Late-paying customers or heavy spending on equipment can lower cash while profit stays positive.

03
Lesson 03 of 6

What a company is worth

Halyk Bank3.8Geely7.5Kaspi.kz7.6Kazatomprom12.9KazMunayGas20.5Air Astana41.0China Southern48.9Price to 2025 profit, at the close on 30 October 2026

The stock market puts a price on a company every trading day. Multiplying the share price by the number of shares gives its market value (market capitalisation). Ratios compare that value with what the company earns or owns.

Market value
Market value = Share price × Shares outstanding
Price to earnings (P/E)
P/E = Market value ÷ Net income
Halyk Bank at 30 October 2026: about ₸4.1 trillion ÷ ₸1.06 trillion = 3.8. See Halyk.
Price to book (P/B)
P/B = Market value ÷ Equity
Dividend yield
Dividend yield = Dividend per share ÷ Share price

A low P/E can mean a share is cheap, or that investors expect profit to fall. A high P/E can mean investors expect growth, or that the year's profit was unusually small. The ratio is a starting point for questions, not an answer. Every company note on this site ends with a table comparing these ratios for the seven companies covered.

The trading floor of the Frankfurt Stock Exchange, where share prices are set during the day.
The trading floor of the Frankfurt Stock Exchange, where share prices are set during the day. Photo: Ank Kumar, Wikimedia Commons, CC BY-SA 4.0, cropped.
Check yourselfHalyk trades at 3.8 times profit and China Southern at 48.9. Is Halyk the better company?

Not on this evidence alone. Halyk's profit is high and may fall as margins shrink; China Southern's 2025 profit was unusually small after years of losses. The ratio tells you which questions to ask.

04
Lesson 04 of 6

Banks and central banks

0%5%10%15%20%National Bank of Kazakhstan base rate: 16.25% to 15.75%, 23 October 2026

A commercial bank takes deposits and lends most of the money out at a higher rate. Its basic income is the difference between the two.

Net interest margin (NIM)
NIM = Net interest income ÷ Average interest-earning assets
Halyk: 7.3% in the first half of 2025, 6.8% in the first half of 2026.

A central bank sets the short-term price of money. In Kazakhstan that is the National Bank's base rate, cut to 15.75% on 23 October 2026. When the central bank raises the rate, borrowing becomes dearer and inflation usually slows; when it cuts, the opposite. Central banks also set rules for banks, such as how much money they must hold in reserve, which is why a change in reserve requirements can reduce a bank's profit.

The National Bank of Kazakhstan building in Almaty.
The National Bank of Kazakhstan building in Almaty. Photo: МаратД, Wikimedia Commons, CC BY-SA 4.0, cropped.
Check yourselfWhy can higher reserve requirements reduce a bank's margin?

More of the bank's money must sit at the central bank, where it earns little, so less of it can be lent out at higher rates.

05
Lesson 05 of 6

Audit, consulting and investment banking

Auditchecks the numbersConsultingadvises on strategyInvestment bankraises money, M&A
Audit

An independent check of a company's financial statements by outside accountants, who give an opinion on whether the statements present the company's position fairly under the reporting standards it uses.

The auditor does not prepare the accounts; management does. The auditor tests them and signs an opinion. An unmodified (clean) opinion means no material problems were found; a qualified opinion, an adverse opinion or a disclaimer signals increasingly serious problems. Most large listed companies are audited by one of the Big Four firms: Deloitte, PwC, EY and KPMG.

Consulting

Paid advice to companies and governments on strategy, operations, technology or organisation.

Strategy consulting is dominated by McKinsey, Boston Consulting Group and Bain. Larger firms such as Accenture combine advice with building and running technology systems. Consultants are paid for projects or by the hour; their revenue depends on clients' budgets, which is why consulting firms' results are read as a signal of business confidence.

Investment banking

Helping companies raise money by issuing shares or bonds, and advising them on mergers and acquisitions.

When Air Astana listed its shares in London and Astana in 2024, banks organised the offering and found the investors. When a takeover is announced, investment banks usually advise both sides.

The Astana International Exchange, where Air Astana and Kazatomprom have listed shares.
The Astana International Exchange, where Air Astana and Kazatomprom have listed shares. Photo: Lauraqqqqq, Wikimedia Commons, CC BY-SA 4.0, cropped.
Check yourselfWho prepares a company's accounts: the auditor or management?

Management. The auditor tests the accounts and gives an opinion on them.

06
Lesson 06 of 6

How global finance works

$228.1 bn$34.1 bn$106.3 bnRussiaKazakhstanChinaCentral AsiaGoods trade in 2025

Money moves between countries for two reasons: to pay for trade, and to invest. A country that imports more goods than it exports runs a trade deficit, as Kazakhstan does with China; it pays for the difference with income from other trade or with money borrowed or invested from abroad.

Trade balance
Trade balance = Exports − Imports
Kazakhstan and China, 2025 (Kazakh data): $15.2 billion − $18.9 billion = −$3.7 billion. See the trade brief.

Exchange rates set how much one currency buys of another. A weaker tenge makes Kazakh exports cheaper abroad but imports dearer at home, which is why the tenge appears in almost every company note on this site.

Several international institutions hold the system together. The International Monetary Fund lends to countries in balance-of-payments trouble and monitors their economies. The World Bank finances development projects. The Bank for International Settlements works with central banks and sets standards for bank capital. Countries with large savings often invest them through sovereign wealth funds, such as Kazakhstan's Samruk-Kazyna, which owns stakes in KazMunayGas, Kazatomprom and Air Astana.

A container ship being unloaded at the Port of Los Angeles. Most world trade travels by sea.
A container ship being unloaded at the Port of Los Angeles. Most world trade travels by sea. Photo: Downtowngal, Wikimedia Commons, CC BY-SA 4.0, cropped.
Check yourselfIf the tenge weakens, what happens to the price of Chinese goods in Kazakhstan?

They become more expensive in tenge, which tends to reduce imports, while Kazakh exports become cheaper for foreign buyers.

A-Z
Reference

Glossary

A
Asset
Something a company owns or controls that is expected to bring future benefit: cash, loans given, buildings, equipment.
A
Audit
An independent examination of financial statements by outside accountants, ending in a written opinion.
B
Balance sheet
A statement of assets, liabilities and equity at a single date.
B
Base rate
The central bank's main policy interest rate. In Kazakhstan it is set by the National Bank.
B
Basis point
One hundredth of a percentage point. A cut from 16.25% to 15.75% is 50 basis points.
B
Bond
A loan sold to investors as a security. The issuer pays interest (the coupon) and repays the amount at maturity.
B
Book value
Equity as shown on the balance sheet: assets minus liabilities.
C
Cash flow
The cash a business actually receives and pays out in a period.
C
Consulting
Paid advice to organisations on strategy, operations or technology.
C
Cost of risk
A bank's provisions for bad loans as a share of its average loan book.
D
Depositary receipt (GDR)
A certificate traded on a foreign exchange that represents shares of a company listed elsewhere.
D
Dividend
The part of profit a company pays out to its shareholders.
D
Dividend yield
The annual dividend per share divided by the share price.
E
EBITDA
Earnings before interest, taxes, depreciation and amortisation; a rough measure of operating profit before financing and asset costs.
E
Equity
The owners' share of a company: assets minus liabilities.
E
Exchange rate
The price of one currency in terms of another.
F
Free cash flow
Cash from operations minus capital spending; the cash left for debt repayment and dividends.
F
Free float
The share of a company's stock that is available for trading, excluding stakes held by controlling owners.
I
IFRS
International Financial Reporting Standards, the accounting rules used by listed companies in Kazakhstan and most countries outside the US.
I
Income statement
A statement of revenue, costs and profit over a period.
I
Inflation
The rate at which the general level of prices rises.
I
IPO
Initial public offering: the first sale of a company's shares to the public on a stock exchange.
L
Liability
An obligation to pay money or deliver something in future: deposits, loans received, bonds issued.
M
Market value
Share price multiplied by the number of shares; also called market capitalisation.
M
Merger and acquisition (M&A)
The purchase of one company by another, or the combination of two companies.
N
Net income
Profit after all costs, interest and tax; also called net profit.
N
Net interest margin
A bank's net interest income divided by its average interest-earning assets.
N
Net margin
Net income divided by revenue.
P
P/B
Price to book: market value divided by equity.
P
P/E
Price to earnings: market value divided by net income.
R
Return on equity (ROE)
Net income divided by average equity: how much profit the owners' money earns.
R
Revenue
Money earned from selling goods and services before costs are deducted.
S
Sovereign wealth fund
A state-owned fund that invests national savings, such as Samruk-Kazyna in Kazakhstan.
T
Trade balance
Exports minus imports. A negative figure is a trade deficit.
Further reading

References

  1. IFRS Foundation, IFRS Accounting Standards
  2. International Monetary Fund, About the IMF
  3. Bank for International Settlements, About BIS
  4. National Bank of Kazakhstan
  5. CFA Institute